Upload folder using huggingface_hub
Browse files- README.md +37 -0
- added_tokens.json +237 -0
- checkpoint-155/config.json +40 -0
- checkpoint-155/model.safetensors +3 -0
- checkpoint-155/optimizer.pt +3 -0
- checkpoint-155/rng_state.pth +3 -0
- checkpoint-155/scheduler.pt +3 -0
- checkpoint-155/trainer_state.json +1196 -0
- checkpoint-155/training_args.bin +3 -0
- config.json +40 -0
- merges.txt +0 -0
- model.safetensors +3 -0
- runs/May20_00-47-27_r-lomov-climatestrategy-x6n0hlp2-0509c-pdlx5/events.out.tfevents.1716166047.r-lomov-climatestrategy-x6n0hlp2-0509c-pdlx5.74.0 +2 -2
- runs/May20_00-47-27_r-lomov-climatestrategy-x6n0hlp2-0509c-pdlx5/events.out.tfevents.1716166085.r-lomov-climatestrategy-x6n0hlp2-0509c-pdlx5.74.1 +3 -0
- special_tokens_map.json +51 -0
- tokenizer.json +0 -0
- tokenizer_config.json +1937 -0
- training_args.bin +3 -0
- training_params.json +30 -0
- vocab.json +0 -0
README.md
ADDED
|
@@ -0,0 +1,37 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
---
|
| 3 |
+
tags:
|
| 4 |
+
- autotrain
|
| 5 |
+
- text-classification
|
| 6 |
+
widget:
|
| 7 |
+
- text: "I love AutoTrain"
|
| 8 |
+
datasets:
|
| 9 |
+
- strategytransitionplanv1/autotrain-data
|
| 10 |
+
---
|
| 11 |
+
|
| 12 |
+
# Model Trained Using AutoTrain
|
| 13 |
+
|
| 14 |
+
- Problem type: Text Classification
|
| 15 |
+
|
| 16 |
+
## Validation Metrics
|
| 17 |
+
loss: 0.12461505830287933
|
| 18 |
+
|
| 19 |
+
f1_macro: 0.9837010534684953
|
| 20 |
+
|
| 21 |
+
f1_micro: 0.9838709677419355
|
| 22 |
+
|
| 23 |
+
f1_weighted: 0.9838517321638102
|
| 24 |
+
|
| 25 |
+
precision_macro: 0.9848484848484849
|
| 26 |
+
|
| 27 |
+
precision_micro: 0.9838709677419355
|
| 28 |
+
|
| 29 |
+
precision_weighted: 0.9846041055718475
|
| 30 |
+
|
| 31 |
+
recall_macro: 0.9833333333333334
|
| 32 |
+
|
| 33 |
+
recall_micro: 0.9838709677419355
|
| 34 |
+
|
| 35 |
+
recall_weighted: 0.9838709677419355
|
| 36 |
+
|
| 37 |
+
accuracy: 0.9838709677419355
|
added_tokens.json
ADDED
|
@@ -0,0 +1,237 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"+/-": 50403,
|
| 3 |
+
"2021": 50328,
|
| 4 |
+
"2030": 50417,
|
| 5 |
+
"2050": 50487,
|
| 6 |
+
"CH4": 50354,
|
| 7 |
+
"CO2": 50265,
|
| 8 |
+
"Committee": 50410,
|
| 9 |
+
"GHG": 50397,
|
| 10 |
+
"N2O": 50382,
|
| 11 |
+
"achieve": 50437,
|
| 12 |
+
"across": 50277,
|
| 13 |
+
"activities": 50317,
|
| 14 |
+
"adaptation": 50377,
|
| 15 |
+
"addition": 50303,
|
| 16 |
+
"additional": 50444,
|
| 17 |
+
"affect": 50438,
|
| 18 |
+
"agreement": 50464,
|
| 19 |
+
"agricultural": 50395,
|
| 20 |
+
"already": 50435,
|
| 21 |
+
"analyses": 50485,
|
| 22 |
+
"annual": 50287,
|
| 23 |
+
"applied": 50360,
|
| 24 |
+
"approach": 50290,
|
| 25 |
+
"areas": 50275,
|
| 26 |
+
"assess": 50430,
|
| 27 |
+
"assessment": 50345,
|
| 28 |
+
"atmosphere": 50341,
|
| 29 |
+
"atmospheric": 50310,
|
| 30 |
+
"basis": 50372,
|
| 31 |
+
"become": 50394,
|
| 32 |
+
"benefits": 50402,
|
| 33 |
+
"biomass": 50314,
|
| 34 |
+
"capture": 50379,
|
| 35 |
+
"caused": 50389,
|
| 36 |
+
"challenges": 50404,
|
| 37 |
+
"characteristics": 50420,
|
| 38 |
+
"climatic": 50319,
|
| 39 |
+
"coastal": 50393,
|
| 40 |
+
"combined": 50451,
|
| 41 |
+
"communities": 50318,
|
| 42 |
+
"companies": 50312,
|
| 43 |
+
"compared": 50282,
|
| 44 |
+
"composition": 50418,
|
| 45 |
+
"concentration": 50357,
|
| 46 |
+
"concentrations": 50366,
|
| 47 |
+
"conditions": 50272,
|
| 48 |
+
"conducted": 50439,
|
| 49 |
+
"conservation": 50458,
|
| 50 |
+
"considered": 50339,
|
| 51 |
+
"consistent": 50494,
|
| 52 |
+
"construction": 50445,
|
| 53 |
+
"consumption": 50307,
|
| 54 |
+
"contribute": 50498,
|
| 55 |
+
"contribution": 50468,
|
| 56 |
+
"costs": 50326,
|
| 57 |
+
"countries": 50283,
|
| 58 |
+
"crisis": 50499,
|
| 59 |
+
"customers": 50358,
|
| 60 |
+
"decades": 50495,
|
| 61 |
+
"decision": 50452,
|
| 62 |
+
"decrease": 50367,
|
| 63 |
+
"decreased": 50396,
|
| 64 |
+
"degrees": 50276,
|
| 65 |
+
"delta": 50433,
|
| 66 |
+
"determine": 50480,
|
| 67 |
+
"determined": 50455,
|
| 68 |
+
"developing": 50412,
|
| 69 |
+
"differences": 50375,
|
| 70 |
+
"dioxide": 50346,
|
| 71 |
+
"distribution": 50296,
|
| 72 |
+
"diversity": 50431,
|
| 73 |
+
"drought": 50336,
|
| 74 |
+
"dynamics": 50390,
|
| 75 |
+
"ecological": 50401,
|
| 76 |
+
"economy": 50338,
|
| 77 |
+
"ecosystem": 50333,
|
| 78 |
+
"ecosystems": 50384,
|
| 79 |
+
"efforts": 50392,
|
| 80 |
+
"electricity": 50315,
|
| 81 |
+
"emission": 50279,
|
| 82 |
+
"emissions": 50266,
|
| 83 |
+
"employees": 50419,
|
| 84 |
+
"ensure": 50449,
|
| 85 |
+
"environmental": 50269,
|
| 86 |
+
"estimate": 50459,
|
| 87 |
+
"estimated": 50362,
|
| 88 |
+
"estimates": 50408,
|
| 89 |
+
"factors": 50292,
|
| 90 |
+
"findings": 50492,
|
| 91 |
+
"flood": 50363,
|
| 92 |
+
"flux": 50476,
|
| 93 |
+
"fluxes": 50491,
|
| 94 |
+
"following": 50369,
|
| 95 |
+
"forests": 50406,
|
| 96 |
+
"fossil": 50348,
|
| 97 |
+
"fuels": 50424,
|
| 98 |
+
"further": 50301,
|
| 99 |
+
"gases": 50471,
|
| 100 |
+
"greater": 50368,
|
| 101 |
+
"greenhouse": 50289,
|
| 102 |
+
"however": 50454,
|
| 103 |
+
"hydrogen": 50376,
|
| 104 |
+
"identify": 50460,
|
| 105 |
+
"impacts": 50281,
|
| 106 |
+
"importance": 50414,
|
| 107 |
+
"included": 50434,
|
| 108 |
+
"increase": 50271,
|
| 109 |
+
"increased": 50274,
|
| 110 |
+
"increases": 50361,
|
| 111 |
+
"indicate": 50388,
|
| 112 |
+
"industry": 50306,
|
| 113 |
+
"influence": 50329,
|
| 114 |
+
"infrastructure": 50425,
|
| 115 |
+
"integrated": 50483,
|
| 116 |
+
"investigated": 50385,
|
| 117 |
+
"investment": 50321,
|
| 118 |
+
"investments": 50466,
|
| 119 |
+
"least": 50429,
|
| 120 |
+
"losses": 50462,
|
| 121 |
+
"mainly": 50399,
|
| 122 |
+
"materials": 50398,
|
| 123 |
+
"means": 50486,
|
| 124 |
+
"measured": 50364,
|
| 125 |
+
"measurements": 50422,
|
| 126 |
+
"methane": 50359,
|
| 127 |
+
"methods": 50378,
|
| 128 |
+
"mitigation": 50457,
|
| 129 |
+
"moisture": 50493,
|
| 130 |
+
"monitoring": 50465,
|
| 131 |
+
"nitrogen": 50405,
|
| 132 |
+
"northern": 50446,
|
| 133 |
+
"observations": 50461,
|
| 134 |
+
"observed": 50293,
|
| 135 |
+
"obtained": 50391,
|
| 136 |
+
"ocean": 50347,
|
| 137 |
+
"operating": 50440,
|
| 138 |
+
"operations": 50374,
|
| 139 |
+
"opportunities": 50469,
|
| 140 |
+
"overall": 50426,
|
| 141 |
+
"pandemic": 50490,
|
| 142 |
+
"parameters": 50383,
|
| 143 |
+
"particular": 50413,
|
| 144 |
+
"patterns": 50349,
|
| 145 |
+
"performed": 50497,
|
| 146 |
+
"periods": 50432,
|
| 147 |
+
"planning": 50473,
|
| 148 |
+
"plans": 50423,
|
| 149 |
+
"plants": 50313,
|
| 150 |
+
"policies": 50355,
|
| 151 |
+
"pollution": 50467,
|
| 152 |
+
"populations": 50441,
|
| 153 |
+
"possible": 50332,
|
| 154 |
+
"potential": 50273,
|
| 155 |
+
"practices": 50453,
|
| 156 |
+
"precipitation": 50280,
|
| 157 |
+
"presented": 50428,
|
| 158 |
+
"previous": 50482,
|
| 159 |
+
"processes": 50291,
|
| 160 |
+
"productivity": 50463,
|
| 161 |
+
"proposed": 50370,
|
| 162 |
+
"provide": 50285,
|
| 163 |
+
"provides": 50373,
|
| 164 |
+
"rainfall": 50323,
|
| 165 |
+
"ratio": 50416,
|
| 166 |
+
"recovery": 50450,
|
| 167 |
+
"reduce": 50288,
|
| 168 |
+
"reduced": 50327,
|
| 169 |
+
"reducing": 50381,
|
| 170 |
+
"reduction": 50286,
|
| 171 |
+
"regional": 50308,
|
| 172 |
+
"regions": 50302,
|
| 173 |
+
"relationship": 50400,
|
| 174 |
+
"relatively": 50484,
|
| 175 |
+
"renewable": 50294,
|
| 176 |
+
"requirements": 50477,
|
| 177 |
+
"respectively": 50316,
|
| 178 |
+
"responses": 50427,
|
| 179 |
+
"resulting": 50456,
|
| 180 |
+
"risks": 50309,
|
| 181 |
+
"scenario": 50421,
|
| 182 |
+
"scenarios": 50334,
|
| 183 |
+
"seasonal": 50411,
|
| 184 |
+
"sediment": 50475,
|
| 185 |
+
"several": 50342,
|
| 186 |
+
"shares": 50474,
|
| 187 |
+
"showed": 50304,
|
| 188 |
+
"significantly": 50299,
|
| 189 |
+
"simulations": 50470,
|
| 190 |
+
"snow": 50496,
|
| 191 |
+
"soil": 50270,
|
| 192 |
+
"soils": 50448,
|
| 193 |
+
"solar": 50320,
|
| 194 |
+
"solutions": 50351,
|
| 195 |
+
"sources": 50331,
|
| 196 |
+
"southern": 50481,
|
| 197 |
+
"spatial": 50322,
|
| 198 |
+
"statements": 50472,
|
| 199 |
+
"strategies": 50387,
|
| 200 |
+
"strategy": 50353,
|
| 201 |
+
"structure": 50337,
|
| 202 |
+
"studied": 50443,
|
| 203 |
+
"studies": 50297,
|
| 204 |
+
"summer": 50335,
|
| 205 |
+
"supply": 50311,
|
| 206 |
+
"sustainability": 50325,
|
| 207 |
+
"sustainable": 50284,
|
| 208 |
+
"systems": 50278,
|
| 209 |
+
"targets": 50436,
|
| 210 |
+
"technologies": 50343,
|
| 211 |
+
"temperature": 50268,
|
| 212 |
+
"temperatures": 50295,
|
| 213 |
+
"temporal": 50479,
|
| 214 |
+
"thermal": 50365,
|
| 215 |
+
"towards": 50409,
|
| 216 |
+
"transition": 50344,
|
| 217 |
+
"transport": 50352,
|
| 218 |
+
"trees": 50478,
|
| 219 |
+
"trend": 50407,
|
| 220 |
+
"trends": 50371,
|
| 221 |
+
"tropical": 50415,
|
| 222 |
+
"uncertainty": 50489,
|
| 223 |
+
"understanding": 50356,
|
| 224 |
+
"variability": 50298,
|
| 225 |
+
"variables": 50447,
|
| 226 |
+
"variation": 50380,
|
| 227 |
+
"variations": 50442,
|
| 228 |
+
"various": 50340,
|
| 229 |
+
"vegetation": 50330,
|
| 230 |
+
"waste": 50350,
|
| 231 |
+
"yield": 50386,
|
| 232 |
+
"–": 50300,
|
| 233 |
+
"’": 50267,
|
| 234 |
+
"“": 50305,
|
| 235 |
+
"”": 50488,
|
| 236 |
+
"•": 50324
|
| 237 |
+
}
|
checkpoint-155/config.json
ADDED
|
@@ -0,0 +1,40 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "climatebert/distilroberta-base-climate-f",
|
| 3 |
+
"_num_labels": 3,
|
| 4 |
+
"architectures": [
|
| 5 |
+
"RobertaForSequenceClassification"
|
| 6 |
+
],
|
| 7 |
+
"attention_probs_dropout_prob": 0.1,
|
| 8 |
+
"bos_token_id": 0,
|
| 9 |
+
"classifier_dropout": null,
|
| 10 |
+
"eos_token_id": 2,
|
| 11 |
+
"gradient_checkpointing": false,
|
| 12 |
+
"hidden_act": "gelu",
|
| 13 |
+
"hidden_dropout_prob": 0.1,
|
| 14 |
+
"hidden_size": 768,
|
| 15 |
+
"id2label": {
|
| 16 |
+
"0": "Adoption of Transition Plan",
|
| 17 |
+
"1": "NO",
|
| 18 |
+
"2": "Transition's Plan Cost"
|
| 19 |
+
},
|
| 20 |
+
"initializer_range": 0.02,
|
| 21 |
+
"intermediate_size": 3072,
|
| 22 |
+
"label2id": {
|
| 23 |
+
"Adoption of Transition Plan": 0,
|
| 24 |
+
"NO": 1,
|
| 25 |
+
"Transition's Plan Cost": 2
|
| 26 |
+
},
|
| 27 |
+
"layer_norm_eps": 1e-05,
|
| 28 |
+
"max_position_embeddings": 514,
|
| 29 |
+
"model_type": "roberta",
|
| 30 |
+
"num_attention_heads": 12,
|
| 31 |
+
"num_hidden_layers": 6,
|
| 32 |
+
"pad_token_id": 1,
|
| 33 |
+
"position_embedding_type": "absolute",
|
| 34 |
+
"problem_type": "single_label_classification",
|
| 35 |
+
"torch_dtype": "float32",
|
| 36 |
+
"transformers_version": "4.40.1",
|
| 37 |
+
"type_vocab_size": 1,
|
| 38 |
+
"use_cache": true,
|
| 39 |
+
"vocab_size": 50500
|
| 40 |
+
}
|
checkpoint-155/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:23b23f23700b590f5698e22c584da9c45df7a62cfab5c1d62637061e6e3605d7
|
| 3 |
+
size 329217276
|
checkpoint-155/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3b75d57fd272393f34339c3ce7eff4a68d2698937285aa3404ee2931cf66c052
|
| 3 |
+
size 658497594
|
checkpoint-155/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:af31bd52d2a23f453c0e850121fc3708945f8254e1ed58535746522c4f001e5d
|
| 3 |
+
size 14244
|
checkpoint-155/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c6e9716fad4a3a50b4bebcf30918cfeec55f6d2f2a78a1e6509f8e6f4f9beac3
|
| 3 |
+
size 1064
|
checkpoint-155/trainer_state.json
ADDED
|
@@ -0,0 +1,1196 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": 0.12461505830287933,
|
| 3 |
+
"best_model_checkpoint": "strategytransitionplanv1/checkpoint-155",
|
| 4 |
+
"epoch": 5.0,
|
| 5 |
+
"eval_steps": 500,
|
| 6 |
+
"global_step": 155,
|
| 7 |
+
"is_hyper_param_search": false,
|
| 8 |
+
"is_local_process_zero": true,
|
| 9 |
+
"is_world_process_zero": true,
|
| 10 |
+
"log_history": [
|
| 11 |
+
{
|
| 12 |
+
"epoch": 0.03225806451612903,
|
| 13 |
+
"grad_norm": 1.7076008319854736,
|
| 14 |
+
"learning_rate": 6.25e-07,
|
| 15 |
+
"loss": 1.0981,
|
| 16 |
+
"step": 1
|
| 17 |
+
},
|
| 18 |
+
{
|
| 19 |
+
"epoch": 0.06451612903225806,
|
| 20 |
+
"grad_norm": 1.3594564199447632,
|
| 21 |
+
"learning_rate": 1.25e-06,
|
| 22 |
+
"loss": 1.0979,
|
| 23 |
+
"step": 2
|
| 24 |
+
},
|
| 25 |
+
{
|
| 26 |
+
"epoch": 0.0967741935483871,
|
| 27 |
+
"grad_norm": 4.986942768096924,
|
| 28 |
+
"learning_rate": 1.8750000000000003e-06,
|
| 29 |
+
"loss": 1.12,
|
| 30 |
+
"step": 3
|
| 31 |
+
},
|
| 32 |
+
{
|
| 33 |
+
"epoch": 0.12903225806451613,
|
| 34 |
+
"grad_norm": 3.718357563018799,
|
| 35 |
+
"learning_rate": 2.5e-06,
|
| 36 |
+
"loss": 1.1224,
|
| 37 |
+
"step": 4
|
| 38 |
+
},
|
| 39 |
+
{
|
| 40 |
+
"epoch": 0.16129032258064516,
|
| 41 |
+
"grad_norm": 3.902071952819824,
|
| 42 |
+
"learning_rate": 3.125e-06,
|
| 43 |
+
"loss": 1.1079,
|
| 44 |
+
"step": 5
|
| 45 |
+
},
|
| 46 |
+
{
|
| 47 |
+
"epoch": 0.1935483870967742,
|
| 48 |
+
"grad_norm": 1.6320927143096924,
|
| 49 |
+
"learning_rate": 3.7500000000000005e-06,
|
| 50 |
+
"loss": 1.1149,
|
| 51 |
+
"step": 6
|
| 52 |
+
},
|
| 53 |
+
{
|
| 54 |
+
"epoch": 0.22580645161290322,
|
| 55 |
+
"grad_norm": 2.3765382766723633,
|
| 56 |
+
"learning_rate": 4.3750000000000005e-06,
|
| 57 |
+
"loss": 1.1274,
|
| 58 |
+
"step": 7
|
| 59 |
+
},
|
| 60 |
+
{
|
| 61 |
+
"epoch": 0.25806451612903225,
|
| 62 |
+
"grad_norm": 1.9507699012756348,
|
| 63 |
+
"learning_rate": 5e-06,
|
| 64 |
+
"loss": 1.0572,
|
| 65 |
+
"step": 8
|
| 66 |
+
},
|
| 67 |
+
{
|
| 68 |
+
"epoch": 0.2903225806451613,
|
| 69 |
+
"grad_norm": 2.0720622539520264,
|
| 70 |
+
"learning_rate": 5.625e-06,
|
| 71 |
+
"loss": 1.0771,
|
| 72 |
+
"step": 9
|
| 73 |
+
},
|
| 74 |
+
{
|
| 75 |
+
"epoch": 0.3225806451612903,
|
| 76 |
+
"grad_norm": 3.6346395015716553,
|
| 77 |
+
"learning_rate": 6.25e-06,
|
| 78 |
+
"loss": 1.0732,
|
| 79 |
+
"step": 10
|
| 80 |
+
},
|
| 81 |
+
{
|
| 82 |
+
"epoch": 0.3548387096774194,
|
| 83 |
+
"grad_norm": 3.3288047313690186,
|
| 84 |
+
"learning_rate": 6.875e-06,
|
| 85 |
+
"loss": 1.0486,
|
| 86 |
+
"step": 11
|
| 87 |
+
},
|
| 88 |
+
{
|
| 89 |
+
"epoch": 0.3870967741935484,
|
| 90 |
+
"grad_norm": 3.1521379947662354,
|
| 91 |
+
"learning_rate": 7.500000000000001e-06,
|
| 92 |
+
"loss": 1.0992,
|
| 93 |
+
"step": 12
|
| 94 |
+
},
|
| 95 |
+
{
|
| 96 |
+
"epoch": 0.41935483870967744,
|
| 97 |
+
"grad_norm": 5.848731994628906,
|
| 98 |
+
"learning_rate": 8.125000000000001e-06,
|
| 99 |
+
"loss": 1.0845,
|
| 100 |
+
"step": 13
|
| 101 |
+
},
|
| 102 |
+
{
|
| 103 |
+
"epoch": 0.45161290322580644,
|
| 104 |
+
"grad_norm": 4.110851287841797,
|
| 105 |
+
"learning_rate": 8.750000000000001e-06,
|
| 106 |
+
"loss": 1.093,
|
| 107 |
+
"step": 14
|
| 108 |
+
},
|
| 109 |
+
{
|
| 110 |
+
"epoch": 0.4838709677419355,
|
| 111 |
+
"grad_norm": 1.617586374282837,
|
| 112 |
+
"learning_rate": 9.375000000000001e-06,
|
| 113 |
+
"loss": 1.0811,
|
| 114 |
+
"step": 15
|
| 115 |
+
},
|
| 116 |
+
{
|
| 117 |
+
"epoch": 0.5161290322580645,
|
| 118 |
+
"grad_norm": 2.5444748401641846,
|
| 119 |
+
"learning_rate": 1e-05,
|
| 120 |
+
"loss": 1.0869,
|
| 121 |
+
"step": 16
|
| 122 |
+
},
|
| 123 |
+
{
|
| 124 |
+
"epoch": 0.5483870967741935,
|
| 125 |
+
"grad_norm": 2.050872802734375,
|
| 126 |
+
"learning_rate": 9.928057553956835e-06,
|
| 127 |
+
"loss": 1.0879,
|
| 128 |
+
"step": 17
|
| 129 |
+
},
|
| 130 |
+
{
|
| 131 |
+
"epoch": 0.5806451612903226,
|
| 132 |
+
"grad_norm": 4.142770290374756,
|
| 133 |
+
"learning_rate": 9.85611510791367e-06,
|
| 134 |
+
"loss": 1.0807,
|
| 135 |
+
"step": 18
|
| 136 |
+
},
|
| 137 |
+
{
|
| 138 |
+
"epoch": 0.6129032258064516,
|
| 139 |
+
"grad_norm": 2.6557066440582275,
|
| 140 |
+
"learning_rate": 9.784172661870505e-06,
|
| 141 |
+
"loss": 1.0831,
|
| 142 |
+
"step": 19
|
| 143 |
+
},
|
| 144 |
+
{
|
| 145 |
+
"epoch": 0.6451612903225806,
|
| 146 |
+
"grad_norm": 2.187577724456787,
|
| 147 |
+
"learning_rate": 9.712230215827338e-06,
|
| 148 |
+
"loss": 1.0701,
|
| 149 |
+
"step": 20
|
| 150 |
+
},
|
| 151 |
+
{
|
| 152 |
+
"epoch": 0.6774193548387096,
|
| 153 |
+
"grad_norm": 2.1984810829162598,
|
| 154 |
+
"learning_rate": 9.640287769784174e-06,
|
| 155 |
+
"loss": 1.0397,
|
| 156 |
+
"step": 21
|
| 157 |
+
},
|
| 158 |
+
{
|
| 159 |
+
"epoch": 0.7096774193548387,
|
| 160 |
+
"grad_norm": 2.2228214740753174,
|
| 161 |
+
"learning_rate": 9.568345323741008e-06,
|
| 162 |
+
"loss": 1.0466,
|
| 163 |
+
"step": 22
|
| 164 |
+
},
|
| 165 |
+
{
|
| 166 |
+
"epoch": 0.7419354838709677,
|
| 167 |
+
"grad_norm": 2.3713221549987793,
|
| 168 |
+
"learning_rate": 9.496402877697842e-06,
|
| 169 |
+
"loss": 1.0695,
|
| 170 |
+
"step": 23
|
| 171 |
+
},
|
| 172 |
+
{
|
| 173 |
+
"epoch": 0.7741935483870968,
|
| 174 |
+
"grad_norm": 3.8912224769592285,
|
| 175 |
+
"learning_rate": 9.424460431654678e-06,
|
| 176 |
+
"loss": 1.0865,
|
| 177 |
+
"step": 24
|
| 178 |
+
},
|
| 179 |
+
{
|
| 180 |
+
"epoch": 0.8064516129032258,
|
| 181 |
+
"grad_norm": 4.4668869972229,
|
| 182 |
+
"learning_rate": 9.35251798561151e-06,
|
| 183 |
+
"loss": 1.087,
|
| 184 |
+
"step": 25
|
| 185 |
+
},
|
| 186 |
+
{
|
| 187 |
+
"epoch": 0.8387096774193549,
|
| 188 |
+
"grad_norm": 4.023162364959717,
|
| 189 |
+
"learning_rate": 9.280575539568346e-06,
|
| 190 |
+
"loss": 1.075,
|
| 191 |
+
"step": 26
|
| 192 |
+
},
|
| 193 |
+
{
|
| 194 |
+
"epoch": 0.8709677419354839,
|
| 195 |
+
"grad_norm": 2.8331081867218018,
|
| 196 |
+
"learning_rate": 9.20863309352518e-06,
|
| 197 |
+
"loss": 1.0941,
|
| 198 |
+
"step": 27
|
| 199 |
+
},
|
| 200 |
+
{
|
| 201 |
+
"epoch": 0.9032258064516129,
|
| 202 |
+
"grad_norm": 3.602895498275757,
|
| 203 |
+
"learning_rate": 9.136690647482015e-06,
|
| 204 |
+
"loss": 1.0431,
|
| 205 |
+
"step": 28
|
| 206 |
+
},
|
| 207 |
+
{
|
| 208 |
+
"epoch": 0.9354838709677419,
|
| 209 |
+
"grad_norm": 3.7651658058166504,
|
| 210 |
+
"learning_rate": 9.064748201438849e-06,
|
| 211 |
+
"loss": 1.0362,
|
| 212 |
+
"step": 29
|
| 213 |
+
},
|
| 214 |
+
{
|
| 215 |
+
"epoch": 0.967741935483871,
|
| 216 |
+
"grad_norm": 1.5405668020248413,
|
| 217 |
+
"learning_rate": 8.992805755395683e-06,
|
| 218 |
+
"loss": 1.0579,
|
| 219 |
+
"step": 30
|
| 220 |
+
},
|
| 221 |
+
{
|
| 222 |
+
"epoch": 1.0,
|
| 223 |
+
"grad_norm": 4.124188423156738,
|
| 224 |
+
"learning_rate": 8.92086330935252e-06,
|
| 225 |
+
"loss": 1.0354,
|
| 226 |
+
"step": 31
|
| 227 |
+
},
|
| 228 |
+
{
|
| 229 |
+
"epoch": 1.0,
|
| 230 |
+
"eval_accuracy": 0.8387096774193549,
|
| 231 |
+
"eval_f1_macro": 0.8319607843137254,
|
| 232 |
+
"eval_f1_micro": 0.8387096774193549,
|
| 233 |
+
"eval_f1_weighted": 0.8339943074003796,
|
| 234 |
+
"eval_loss": 1.025422215461731,
|
| 235 |
+
"eval_precision_macro": 0.8604269293924466,
|
| 236 |
+
"eval_precision_micro": 0.8387096774193549,
|
| 237 |
+
"eval_precision_weighted": 0.8604798982996981,
|
| 238 |
+
"eval_recall_macro": 0.834920634920635,
|
| 239 |
+
"eval_recall_micro": 0.8387096774193549,
|
| 240 |
+
"eval_recall_weighted": 0.8387096774193549,
|
| 241 |
+
"eval_runtime": 0.3641,
|
| 242 |
+
"eval_samples_per_second": 170.282,
|
| 243 |
+
"eval_steps_per_second": 10.986,
|
| 244 |
+
"step": 31
|
| 245 |
+
},
|
| 246 |
+
{
|
| 247 |
+
"epoch": 1.032258064516129,
|
| 248 |
+
"grad_norm": 4.104296684265137,
|
| 249 |
+
"learning_rate": 8.848920863309353e-06,
|
| 250 |
+
"loss": 0.9849,
|
| 251 |
+
"step": 32
|
| 252 |
+
},
|
| 253 |
+
{
|
| 254 |
+
"epoch": 1.064516129032258,
|
| 255 |
+
"grad_norm": 3.3923492431640625,
|
| 256 |
+
"learning_rate": 8.776978417266188e-06,
|
| 257 |
+
"loss": 1.0266,
|
| 258 |
+
"step": 33
|
| 259 |
+
},
|
| 260 |
+
{
|
| 261 |
+
"epoch": 1.096774193548387,
|
| 262 |
+
"grad_norm": 5.368731498718262,
|
| 263 |
+
"learning_rate": 8.705035971223022e-06,
|
| 264 |
+
"loss": 0.9705,
|
| 265 |
+
"step": 34
|
| 266 |
+
},
|
| 267 |
+
{
|
| 268 |
+
"epoch": 1.129032258064516,
|
| 269 |
+
"grad_norm": 5.603680610656738,
|
| 270 |
+
"learning_rate": 8.633093525179856e-06,
|
| 271 |
+
"loss": 1.0303,
|
| 272 |
+
"step": 35
|
| 273 |
+
},
|
| 274 |
+
{
|
| 275 |
+
"epoch": 1.1612903225806452,
|
| 276 |
+
"grad_norm": 2.2851974964141846,
|
| 277 |
+
"learning_rate": 8.561151079136692e-06,
|
| 278 |
+
"loss": 0.9739,
|
| 279 |
+
"step": 36
|
| 280 |
+
},
|
| 281 |
+
{
|
| 282 |
+
"epoch": 1.1935483870967742,
|
| 283 |
+
"grad_norm": 4.70708703994751,
|
| 284 |
+
"learning_rate": 8.489208633093526e-06,
|
| 285 |
+
"loss": 0.9742,
|
| 286 |
+
"step": 37
|
| 287 |
+
},
|
| 288 |
+
{
|
| 289 |
+
"epoch": 1.2258064516129032,
|
| 290 |
+
"grad_norm": 7.92202091217041,
|
| 291 |
+
"learning_rate": 8.41726618705036e-06,
|
| 292 |
+
"loss": 0.957,
|
| 293 |
+
"step": 38
|
| 294 |
+
},
|
| 295 |
+
{
|
| 296 |
+
"epoch": 1.2580645161290323,
|
| 297 |
+
"grad_norm": 4.823170185089111,
|
| 298 |
+
"learning_rate": 8.345323741007195e-06,
|
| 299 |
+
"loss": 0.9731,
|
| 300 |
+
"step": 39
|
| 301 |
+
},
|
| 302 |
+
{
|
| 303 |
+
"epoch": 1.2903225806451613,
|
| 304 |
+
"grad_norm": 3.4790797233581543,
|
| 305 |
+
"learning_rate": 8.273381294964029e-06,
|
| 306 |
+
"loss": 0.9411,
|
| 307 |
+
"step": 40
|
| 308 |
+
},
|
| 309 |
+
{
|
| 310 |
+
"epoch": 1.3225806451612903,
|
| 311 |
+
"grad_norm": 4.450028419494629,
|
| 312 |
+
"learning_rate": 8.201438848920865e-06,
|
| 313 |
+
"loss": 0.9636,
|
| 314 |
+
"step": 41
|
| 315 |
+
},
|
| 316 |
+
{
|
| 317 |
+
"epoch": 1.3548387096774195,
|
| 318 |
+
"grad_norm": 3.824451446533203,
|
| 319 |
+
"learning_rate": 8.129496402877699e-06,
|
| 320 |
+
"loss": 0.938,
|
| 321 |
+
"step": 42
|
| 322 |
+
},
|
| 323 |
+
{
|
| 324 |
+
"epoch": 1.3870967741935485,
|
| 325 |
+
"grad_norm": 4.1180419921875,
|
| 326 |
+
"learning_rate": 8.057553956834533e-06,
|
| 327 |
+
"loss": 0.8856,
|
| 328 |
+
"step": 43
|
| 329 |
+
},
|
| 330 |
+
{
|
| 331 |
+
"epoch": 1.4193548387096775,
|
| 332 |
+
"grad_norm": 6.481126308441162,
|
| 333 |
+
"learning_rate": 7.985611510791367e-06,
|
| 334 |
+
"loss": 0.9327,
|
| 335 |
+
"step": 44
|
| 336 |
+
},
|
| 337 |
+
{
|
| 338 |
+
"epoch": 1.4516129032258065,
|
| 339 |
+
"grad_norm": 3.7428112030029297,
|
| 340 |
+
"learning_rate": 7.913669064748202e-06,
|
| 341 |
+
"loss": 0.8892,
|
| 342 |
+
"step": 45
|
| 343 |
+
},
|
| 344 |
+
{
|
| 345 |
+
"epoch": 1.4838709677419355,
|
| 346 |
+
"grad_norm": 5.0267791748046875,
|
| 347 |
+
"learning_rate": 7.841726618705036e-06,
|
| 348 |
+
"loss": 0.8205,
|
| 349 |
+
"step": 46
|
| 350 |
+
},
|
| 351 |
+
{
|
| 352 |
+
"epoch": 1.5161290322580645,
|
| 353 |
+
"grad_norm": 5.348020553588867,
|
| 354 |
+
"learning_rate": 7.769784172661872e-06,
|
| 355 |
+
"loss": 0.8093,
|
| 356 |
+
"step": 47
|
| 357 |
+
},
|
| 358 |
+
{
|
| 359 |
+
"epoch": 1.5483870967741935,
|
| 360 |
+
"grad_norm": 7.635085582733154,
|
| 361 |
+
"learning_rate": 7.697841726618706e-06,
|
| 362 |
+
"loss": 0.8342,
|
| 363 |
+
"step": 48
|
| 364 |
+
},
|
| 365 |
+
{
|
| 366 |
+
"epoch": 1.5806451612903225,
|
| 367 |
+
"grad_norm": 5.7552056312561035,
|
| 368 |
+
"learning_rate": 7.62589928057554e-06,
|
| 369 |
+
"loss": 0.8389,
|
| 370 |
+
"step": 49
|
| 371 |
+
},
|
| 372 |
+
{
|
| 373 |
+
"epoch": 1.6129032258064515,
|
| 374 |
+
"grad_norm": 6.611269950866699,
|
| 375 |
+
"learning_rate": 7.5539568345323745e-06,
|
| 376 |
+
"loss": 0.9106,
|
| 377 |
+
"step": 50
|
| 378 |
+
},
|
| 379 |
+
{
|
| 380 |
+
"epoch": 1.6451612903225805,
|
| 381 |
+
"grad_norm": 4.329951286315918,
|
| 382 |
+
"learning_rate": 7.48201438848921e-06,
|
| 383 |
+
"loss": 0.7197,
|
| 384 |
+
"step": 51
|
| 385 |
+
},
|
| 386 |
+
{
|
| 387 |
+
"epoch": 1.6774193548387095,
|
| 388 |
+
"grad_norm": 5.155747890472412,
|
| 389 |
+
"learning_rate": 7.410071942446043e-06,
|
| 390 |
+
"loss": 0.6425,
|
| 391 |
+
"step": 52
|
| 392 |
+
},
|
| 393 |
+
{
|
| 394 |
+
"epoch": 1.7096774193548387,
|
| 395 |
+
"grad_norm": 5.479297637939453,
|
| 396 |
+
"learning_rate": 7.338129496402878e-06,
|
| 397 |
+
"loss": 0.7609,
|
| 398 |
+
"step": 53
|
| 399 |
+
},
|
| 400 |
+
{
|
| 401 |
+
"epoch": 1.7419354838709677,
|
| 402 |
+
"grad_norm": 5.481513977050781,
|
| 403 |
+
"learning_rate": 7.266187050359713e-06,
|
| 404 |
+
"loss": 0.8313,
|
| 405 |
+
"step": 54
|
| 406 |
+
},
|
| 407 |
+
{
|
| 408 |
+
"epoch": 1.7741935483870968,
|
| 409 |
+
"grad_norm": 5.614933967590332,
|
| 410 |
+
"learning_rate": 7.194244604316547e-06,
|
| 411 |
+
"loss": 0.7208,
|
| 412 |
+
"step": 55
|
| 413 |
+
},
|
| 414 |
+
{
|
| 415 |
+
"epoch": 1.8064516129032258,
|
| 416 |
+
"grad_norm": 4.680207252502441,
|
| 417 |
+
"learning_rate": 7.122302158273382e-06,
|
| 418 |
+
"loss": 0.6751,
|
| 419 |
+
"step": 56
|
| 420 |
+
},
|
| 421 |
+
{
|
| 422 |
+
"epoch": 1.838709677419355,
|
| 423 |
+
"grad_norm": 5.295926094055176,
|
| 424 |
+
"learning_rate": 7.050359712230216e-06,
|
| 425 |
+
"loss": 0.8244,
|
| 426 |
+
"step": 57
|
| 427 |
+
},
|
| 428 |
+
{
|
| 429 |
+
"epoch": 1.870967741935484,
|
| 430 |
+
"grad_norm": 4.341407775878906,
|
| 431 |
+
"learning_rate": 6.978417266187051e-06,
|
| 432 |
+
"loss": 0.6805,
|
| 433 |
+
"step": 58
|
| 434 |
+
},
|
| 435 |
+
{
|
| 436 |
+
"epoch": 1.903225806451613,
|
| 437 |
+
"grad_norm": 5.317811489105225,
|
| 438 |
+
"learning_rate": 6.906474820143886e-06,
|
| 439 |
+
"loss": 0.6056,
|
| 440 |
+
"step": 59
|
| 441 |
+
},
|
| 442 |
+
{
|
| 443 |
+
"epoch": 1.935483870967742,
|
| 444 |
+
"grad_norm": 5.420223236083984,
|
| 445 |
+
"learning_rate": 6.834532374100719e-06,
|
| 446 |
+
"loss": 0.6867,
|
| 447 |
+
"step": 60
|
| 448 |
+
},
|
| 449 |
+
{
|
| 450 |
+
"epoch": 1.967741935483871,
|
| 451 |
+
"grad_norm": 7.248617649078369,
|
| 452 |
+
"learning_rate": 6.762589928057554e-06,
|
| 453 |
+
"loss": 0.7531,
|
| 454 |
+
"step": 61
|
| 455 |
+
},
|
| 456 |
+
{
|
| 457 |
+
"epoch": 2.0,
|
| 458 |
+
"grad_norm": 9.447990417480469,
|
| 459 |
+
"learning_rate": 6.6906474820143886e-06,
|
| 460 |
+
"loss": 0.5974,
|
| 461 |
+
"step": 62
|
| 462 |
+
},
|
| 463 |
+
{
|
| 464 |
+
"epoch": 2.0,
|
| 465 |
+
"eval_accuracy": 0.967741935483871,
|
| 466 |
+
"eval_f1_macro": 0.967304625199362,
|
| 467 |
+
"eval_f1_micro": 0.967741935483871,
|
| 468 |
+
"eval_f1_weighted": 0.967626176879148,
|
| 469 |
+
"eval_loss": 0.5691941380500793,
|
| 470 |
+
"eval_precision_macro": 0.9710144927536232,
|
| 471 |
+
"eval_precision_micro": 0.967741935483871,
|
| 472 |
+
"eval_precision_weighted": 0.97054698457223,
|
| 473 |
+
"eval_recall_macro": 0.9666666666666667,
|
| 474 |
+
"eval_recall_micro": 0.967741935483871,
|
| 475 |
+
"eval_recall_weighted": 0.967741935483871,
|
| 476 |
+
"eval_runtime": 0.3633,
|
| 477 |
+
"eval_samples_per_second": 170.675,
|
| 478 |
+
"eval_steps_per_second": 11.011,
|
| 479 |
+
"step": 62
|
| 480 |
+
},
|
| 481 |
+
{
|
| 482 |
+
"epoch": 2.032258064516129,
|
| 483 |
+
"grad_norm": 3.9469432830810547,
|
| 484 |
+
"learning_rate": 6.618705035971224e-06,
|
| 485 |
+
"loss": 0.6395,
|
| 486 |
+
"step": 63
|
| 487 |
+
},
|
| 488 |
+
{
|
| 489 |
+
"epoch": 2.064516129032258,
|
| 490 |
+
"grad_norm": 4.58109188079834,
|
| 491 |
+
"learning_rate": 6.546762589928059e-06,
|
| 492 |
+
"loss": 0.5742,
|
| 493 |
+
"step": 64
|
| 494 |
+
},
|
| 495 |
+
{
|
| 496 |
+
"epoch": 2.096774193548387,
|
| 497 |
+
"grad_norm": 5.2513933181762695,
|
| 498 |
+
"learning_rate": 6.474820143884892e-06,
|
| 499 |
+
"loss": 0.665,
|
| 500 |
+
"step": 65
|
| 501 |
+
},
|
| 502 |
+
{
|
| 503 |
+
"epoch": 2.129032258064516,
|
| 504 |
+
"grad_norm": 4.5661301612854,
|
| 505 |
+
"learning_rate": 6.402877697841727e-06,
|
| 506 |
+
"loss": 0.5077,
|
| 507 |
+
"step": 66
|
| 508 |
+
},
|
| 509 |
+
{
|
| 510 |
+
"epoch": 2.161290322580645,
|
| 511 |
+
"grad_norm": 6.208225727081299,
|
| 512 |
+
"learning_rate": 6.330935251798561e-06,
|
| 513 |
+
"loss": 0.5777,
|
| 514 |
+
"step": 67
|
| 515 |
+
},
|
| 516 |
+
{
|
| 517 |
+
"epoch": 2.193548387096774,
|
| 518 |
+
"grad_norm": 5.244273662567139,
|
| 519 |
+
"learning_rate": 6.2589928057553964e-06,
|
| 520 |
+
"loss": 0.6024,
|
| 521 |
+
"step": 68
|
| 522 |
+
},
|
| 523 |
+
{
|
| 524 |
+
"epoch": 2.225806451612903,
|
| 525 |
+
"grad_norm": 6.400041580200195,
|
| 526 |
+
"learning_rate": 6.1870503597122315e-06,
|
| 527 |
+
"loss": 0.7029,
|
| 528 |
+
"step": 69
|
| 529 |
+
},
|
| 530 |
+
{
|
| 531 |
+
"epoch": 2.258064516129032,
|
| 532 |
+
"grad_norm": 3.543893575668335,
|
| 533 |
+
"learning_rate": 6.115107913669065e-06,
|
| 534 |
+
"loss": 0.4423,
|
| 535 |
+
"step": 70
|
| 536 |
+
},
|
| 537 |
+
{
|
| 538 |
+
"epoch": 2.2903225806451615,
|
| 539 |
+
"grad_norm": 4.5264787673950195,
|
| 540 |
+
"learning_rate": 6.0431654676259e-06,
|
| 541 |
+
"loss": 0.4439,
|
| 542 |
+
"step": 71
|
| 543 |
+
},
|
| 544 |
+
{
|
| 545 |
+
"epoch": 2.3225806451612905,
|
| 546 |
+
"grad_norm": 6.25119686126709,
|
| 547 |
+
"learning_rate": 5.971223021582734e-06,
|
| 548 |
+
"loss": 0.5624,
|
| 549 |
+
"step": 72
|
| 550 |
+
},
|
| 551 |
+
{
|
| 552 |
+
"epoch": 2.3548387096774195,
|
| 553 |
+
"grad_norm": 3.226388931274414,
|
| 554 |
+
"learning_rate": 5.899280575539568e-06,
|
| 555 |
+
"loss": 0.3964,
|
| 556 |
+
"step": 73
|
| 557 |
+
},
|
| 558 |
+
{
|
| 559 |
+
"epoch": 2.3870967741935485,
|
| 560 |
+
"grad_norm": 3.7347843647003174,
|
| 561 |
+
"learning_rate": 5.8273381294964035e-06,
|
| 562 |
+
"loss": 0.5466,
|
| 563 |
+
"step": 74
|
| 564 |
+
},
|
| 565 |
+
{
|
| 566 |
+
"epoch": 2.4193548387096775,
|
| 567 |
+
"grad_norm": 3.9312491416931152,
|
| 568 |
+
"learning_rate": 5.755395683453238e-06,
|
| 569 |
+
"loss": 0.5006,
|
| 570 |
+
"step": 75
|
| 571 |
+
},
|
| 572 |
+
{
|
| 573 |
+
"epoch": 2.4516129032258065,
|
| 574 |
+
"grad_norm": 5.62445592880249,
|
| 575 |
+
"learning_rate": 5.683453237410073e-06,
|
| 576 |
+
"loss": 0.3485,
|
| 577 |
+
"step": 76
|
| 578 |
+
},
|
| 579 |
+
{
|
| 580 |
+
"epoch": 2.4838709677419355,
|
| 581 |
+
"grad_norm": 3.4454846382141113,
|
| 582 |
+
"learning_rate": 5.611510791366906e-06,
|
| 583 |
+
"loss": 0.399,
|
| 584 |
+
"step": 77
|
| 585 |
+
},
|
| 586 |
+
{
|
| 587 |
+
"epoch": 2.5161290322580645,
|
| 588 |
+
"grad_norm": 3.8090169429779053,
|
| 589 |
+
"learning_rate": 5.539568345323741e-06,
|
| 590 |
+
"loss": 0.3801,
|
| 591 |
+
"step": 78
|
| 592 |
+
},
|
| 593 |
+
{
|
| 594 |
+
"epoch": 2.5483870967741935,
|
| 595 |
+
"grad_norm": 3.244086742401123,
|
| 596 |
+
"learning_rate": 5.467625899280576e-06,
|
| 597 |
+
"loss": 0.3907,
|
| 598 |
+
"step": 79
|
| 599 |
+
},
|
| 600 |
+
{
|
| 601 |
+
"epoch": 2.5806451612903225,
|
| 602 |
+
"grad_norm": 4.637303352355957,
|
| 603 |
+
"learning_rate": 5.3956834532374105e-06,
|
| 604 |
+
"loss": 0.4531,
|
| 605 |
+
"step": 80
|
| 606 |
+
},
|
| 607 |
+
{
|
| 608 |
+
"epoch": 2.6129032258064515,
|
| 609 |
+
"grad_norm": 3.3718318939208984,
|
| 610 |
+
"learning_rate": 5.3237410071942456e-06,
|
| 611 |
+
"loss": 0.3218,
|
| 612 |
+
"step": 81
|
| 613 |
+
},
|
| 614 |
+
{
|
| 615 |
+
"epoch": 2.6451612903225805,
|
| 616 |
+
"grad_norm": 3.9827523231506348,
|
| 617 |
+
"learning_rate": 5.251798561151079e-06,
|
| 618 |
+
"loss": 0.3826,
|
| 619 |
+
"step": 82
|
| 620 |
+
},
|
| 621 |
+
{
|
| 622 |
+
"epoch": 2.6774193548387095,
|
| 623 |
+
"grad_norm": 4.160843372344971,
|
| 624 |
+
"learning_rate": 5.179856115107914e-06,
|
| 625 |
+
"loss": 0.3748,
|
| 626 |
+
"step": 83
|
| 627 |
+
},
|
| 628 |
+
{
|
| 629 |
+
"epoch": 2.709677419354839,
|
| 630 |
+
"grad_norm": 3.411928653717041,
|
| 631 |
+
"learning_rate": 5.107913669064749e-06,
|
| 632 |
+
"loss": 0.353,
|
| 633 |
+
"step": 84
|
| 634 |
+
},
|
| 635 |
+
{
|
| 636 |
+
"epoch": 2.741935483870968,
|
| 637 |
+
"grad_norm": 5.943264007568359,
|
| 638 |
+
"learning_rate": 5.035971223021583e-06,
|
| 639 |
+
"loss": 0.2906,
|
| 640 |
+
"step": 85
|
| 641 |
+
},
|
| 642 |
+
{
|
| 643 |
+
"epoch": 2.774193548387097,
|
| 644 |
+
"grad_norm": 4.6810150146484375,
|
| 645 |
+
"learning_rate": 4.9640287769784175e-06,
|
| 646 |
+
"loss": 0.2362,
|
| 647 |
+
"step": 86
|
| 648 |
+
},
|
| 649 |
+
{
|
| 650 |
+
"epoch": 2.806451612903226,
|
| 651 |
+
"grad_norm": 3.2993741035461426,
|
| 652 |
+
"learning_rate": 4.892086330935253e-06,
|
| 653 |
+
"loss": 0.2516,
|
| 654 |
+
"step": 87
|
| 655 |
+
},
|
| 656 |
+
{
|
| 657 |
+
"epoch": 2.838709677419355,
|
| 658 |
+
"grad_norm": 2.4518892765045166,
|
| 659 |
+
"learning_rate": 4.820143884892087e-06,
|
| 660 |
+
"loss": 0.2009,
|
| 661 |
+
"step": 88
|
| 662 |
+
},
|
| 663 |
+
{
|
| 664 |
+
"epoch": 2.870967741935484,
|
| 665 |
+
"grad_norm": 6.592429161071777,
|
| 666 |
+
"learning_rate": 4.748201438848921e-06,
|
| 667 |
+
"loss": 0.5157,
|
| 668 |
+
"step": 89
|
| 669 |
+
},
|
| 670 |
+
{
|
| 671 |
+
"epoch": 2.903225806451613,
|
| 672 |
+
"grad_norm": 2.818664312362671,
|
| 673 |
+
"learning_rate": 4.676258992805755e-06,
|
| 674 |
+
"loss": 0.2421,
|
| 675 |
+
"step": 90
|
| 676 |
+
},
|
| 677 |
+
{
|
| 678 |
+
"epoch": 2.935483870967742,
|
| 679 |
+
"grad_norm": 4.569883346557617,
|
| 680 |
+
"learning_rate": 4.60431654676259e-06,
|
| 681 |
+
"loss": 0.2791,
|
| 682 |
+
"step": 91
|
| 683 |
+
},
|
| 684 |
+
{
|
| 685 |
+
"epoch": 2.967741935483871,
|
| 686 |
+
"grad_norm": 5.113462924957275,
|
| 687 |
+
"learning_rate": 4.5323741007194245e-06,
|
| 688 |
+
"loss": 0.2892,
|
| 689 |
+
"step": 92
|
| 690 |
+
},
|
| 691 |
+
{
|
| 692 |
+
"epoch": 3.0,
|
| 693 |
+
"grad_norm": 4.380687713623047,
|
| 694 |
+
"learning_rate": 4.46043165467626e-06,
|
| 695 |
+
"loss": 0.3231,
|
| 696 |
+
"step": 93
|
| 697 |
+
},
|
| 698 |
+
{
|
| 699 |
+
"epoch": 3.0,
|
| 700 |
+
"eval_accuracy": 0.967741935483871,
|
| 701 |
+
"eval_f1_macro": 0.967304625199362,
|
| 702 |
+
"eval_f1_micro": 0.967741935483871,
|
| 703 |
+
"eval_f1_weighted": 0.967626176879148,
|
| 704 |
+
"eval_loss": 0.23027083277702332,
|
| 705 |
+
"eval_precision_macro": 0.9710144927536232,
|
| 706 |
+
"eval_precision_micro": 0.967741935483871,
|
| 707 |
+
"eval_precision_weighted": 0.97054698457223,
|
| 708 |
+
"eval_recall_macro": 0.9666666666666667,
|
| 709 |
+
"eval_recall_micro": 0.967741935483871,
|
| 710 |
+
"eval_recall_weighted": 0.967741935483871,
|
| 711 |
+
"eval_runtime": 0.3631,
|
| 712 |
+
"eval_samples_per_second": 170.75,
|
| 713 |
+
"eval_steps_per_second": 11.016,
|
| 714 |
+
"step": 93
|
| 715 |
+
},
|
| 716 |
+
{
|
| 717 |
+
"epoch": 3.032258064516129,
|
| 718 |
+
"grad_norm": 3.396799087524414,
|
| 719 |
+
"learning_rate": 4.388489208633094e-06,
|
| 720 |
+
"loss": 0.2294,
|
| 721 |
+
"step": 94
|
| 722 |
+
},
|
| 723 |
+
{
|
| 724 |
+
"epoch": 3.064516129032258,
|
| 725 |
+
"grad_norm": 2.6190600395202637,
|
| 726 |
+
"learning_rate": 4.316546762589928e-06,
|
| 727 |
+
"loss": 0.2166,
|
| 728 |
+
"step": 95
|
| 729 |
+
},
|
| 730 |
+
{
|
| 731 |
+
"epoch": 3.096774193548387,
|
| 732 |
+
"grad_norm": 4.4704060554504395,
|
| 733 |
+
"learning_rate": 4.244604316546763e-06,
|
| 734 |
+
"loss": 0.3076,
|
| 735 |
+
"step": 96
|
| 736 |
+
},
|
| 737 |
+
{
|
| 738 |
+
"epoch": 3.129032258064516,
|
| 739 |
+
"grad_norm": 3.570626974105835,
|
| 740 |
+
"learning_rate": 4.172661870503597e-06,
|
| 741 |
+
"loss": 0.2187,
|
| 742 |
+
"step": 97
|
| 743 |
+
},
|
| 744 |
+
{
|
| 745 |
+
"epoch": 3.161290322580645,
|
| 746 |
+
"grad_norm": 3.120173931121826,
|
| 747 |
+
"learning_rate": 4.100719424460432e-06,
|
| 748 |
+
"loss": 0.4226,
|
| 749 |
+
"step": 98
|
| 750 |
+
},
|
| 751 |
+
{
|
| 752 |
+
"epoch": 3.193548387096774,
|
| 753 |
+
"grad_norm": 2.8124935626983643,
|
| 754 |
+
"learning_rate": 4.028776978417267e-06,
|
| 755 |
+
"loss": 0.2103,
|
| 756 |
+
"step": 99
|
| 757 |
+
},
|
| 758 |
+
{
|
| 759 |
+
"epoch": 3.225806451612903,
|
| 760 |
+
"grad_norm": 3.7060863971710205,
|
| 761 |
+
"learning_rate": 3.956834532374101e-06,
|
| 762 |
+
"loss": 0.2506,
|
| 763 |
+
"step": 100
|
| 764 |
+
},
|
| 765 |
+
{
|
| 766 |
+
"epoch": 3.258064516129032,
|
| 767 |
+
"grad_norm": 2.422107458114624,
|
| 768 |
+
"learning_rate": 3.884892086330936e-06,
|
| 769 |
+
"loss": 0.174,
|
| 770 |
+
"step": 101
|
| 771 |
+
},
|
| 772 |
+
{
|
| 773 |
+
"epoch": 3.2903225806451615,
|
| 774 |
+
"grad_norm": 2.4062161445617676,
|
| 775 |
+
"learning_rate": 3.81294964028777e-06,
|
| 776 |
+
"loss": 0.2021,
|
| 777 |
+
"step": 102
|
| 778 |
+
},
|
| 779 |
+
{
|
| 780 |
+
"epoch": 3.3225806451612905,
|
| 781 |
+
"grad_norm": 2.4910507202148438,
|
| 782 |
+
"learning_rate": 3.741007194244605e-06,
|
| 783 |
+
"loss": 0.1937,
|
| 784 |
+
"step": 103
|
| 785 |
+
},
|
| 786 |
+
{
|
| 787 |
+
"epoch": 3.3548387096774195,
|
| 788 |
+
"grad_norm": 2.2566051483154297,
|
| 789 |
+
"learning_rate": 3.669064748201439e-06,
|
| 790 |
+
"loss": 0.1584,
|
| 791 |
+
"step": 104
|
| 792 |
+
},
|
| 793 |
+
{
|
| 794 |
+
"epoch": 3.3870967741935485,
|
| 795 |
+
"grad_norm": 2.0386288166046143,
|
| 796 |
+
"learning_rate": 3.5971223021582737e-06,
|
| 797 |
+
"loss": 0.1443,
|
| 798 |
+
"step": 105
|
| 799 |
+
},
|
| 800 |
+
{
|
| 801 |
+
"epoch": 3.4193548387096775,
|
| 802 |
+
"grad_norm": 2.2671079635620117,
|
| 803 |
+
"learning_rate": 3.525179856115108e-06,
|
| 804 |
+
"loss": 0.181,
|
| 805 |
+
"step": 106
|
| 806 |
+
},
|
| 807 |
+
{
|
| 808 |
+
"epoch": 3.4516129032258065,
|
| 809 |
+
"grad_norm": 1.894828200340271,
|
| 810 |
+
"learning_rate": 3.453237410071943e-06,
|
| 811 |
+
"loss": 0.1515,
|
| 812 |
+
"step": 107
|
| 813 |
+
},
|
| 814 |
+
{
|
| 815 |
+
"epoch": 3.4838709677419355,
|
| 816 |
+
"grad_norm": 4.2288384437561035,
|
| 817 |
+
"learning_rate": 3.381294964028777e-06,
|
| 818 |
+
"loss": 0.272,
|
| 819 |
+
"step": 108
|
| 820 |
+
},
|
| 821 |
+
{
|
| 822 |
+
"epoch": 3.5161290322580645,
|
| 823 |
+
"grad_norm": 3.274885416030884,
|
| 824 |
+
"learning_rate": 3.309352517985612e-06,
|
| 825 |
+
"loss": 0.172,
|
| 826 |
+
"step": 109
|
| 827 |
+
},
|
| 828 |
+
{
|
| 829 |
+
"epoch": 3.5483870967741935,
|
| 830 |
+
"grad_norm": 3.967803955078125,
|
| 831 |
+
"learning_rate": 3.237410071942446e-06,
|
| 832 |
+
"loss": 0.4134,
|
| 833 |
+
"step": 110
|
| 834 |
+
},
|
| 835 |
+
{
|
| 836 |
+
"epoch": 3.5806451612903225,
|
| 837 |
+
"grad_norm": 3.1320571899414062,
|
| 838 |
+
"learning_rate": 3.1654676258992807e-06,
|
| 839 |
+
"loss": 0.2018,
|
| 840 |
+
"step": 111
|
| 841 |
+
},
|
| 842 |
+
{
|
| 843 |
+
"epoch": 3.6129032258064515,
|
| 844 |
+
"grad_norm": 2.877068519592285,
|
| 845 |
+
"learning_rate": 3.0935251798561158e-06,
|
| 846 |
+
"loss": 0.1946,
|
| 847 |
+
"step": 112
|
| 848 |
+
},
|
| 849 |
+
{
|
| 850 |
+
"epoch": 3.6451612903225805,
|
| 851 |
+
"grad_norm": 2.552804470062256,
|
| 852 |
+
"learning_rate": 3.02158273381295e-06,
|
| 853 |
+
"loss": 0.1403,
|
| 854 |
+
"step": 113
|
| 855 |
+
},
|
| 856 |
+
{
|
| 857 |
+
"epoch": 3.6774193548387095,
|
| 858 |
+
"grad_norm": 5.13293981552124,
|
| 859 |
+
"learning_rate": 2.949640287769784e-06,
|
| 860 |
+
"loss": 0.3705,
|
| 861 |
+
"step": 114
|
| 862 |
+
},
|
| 863 |
+
{
|
| 864 |
+
"epoch": 3.709677419354839,
|
| 865 |
+
"grad_norm": 1.5643055438995361,
|
| 866 |
+
"learning_rate": 2.877697841726619e-06,
|
| 867 |
+
"loss": 0.1245,
|
| 868 |
+
"step": 115
|
| 869 |
+
},
|
| 870 |
+
{
|
| 871 |
+
"epoch": 3.741935483870968,
|
| 872 |
+
"grad_norm": 1.7311073541641235,
|
| 873 |
+
"learning_rate": 2.805755395683453e-06,
|
| 874 |
+
"loss": 0.1252,
|
| 875 |
+
"step": 116
|
| 876 |
+
},
|
| 877 |
+
{
|
| 878 |
+
"epoch": 3.774193548387097,
|
| 879 |
+
"grad_norm": 1.9834305047988892,
|
| 880 |
+
"learning_rate": 2.733812949640288e-06,
|
| 881 |
+
"loss": 0.1294,
|
| 882 |
+
"step": 117
|
| 883 |
+
},
|
| 884 |
+
{
|
| 885 |
+
"epoch": 3.806451612903226,
|
| 886 |
+
"grad_norm": 1.7714146375656128,
|
| 887 |
+
"learning_rate": 2.6618705035971228e-06,
|
| 888 |
+
"loss": 0.1248,
|
| 889 |
+
"step": 118
|
| 890 |
+
},
|
| 891 |
+
{
|
| 892 |
+
"epoch": 3.838709677419355,
|
| 893 |
+
"grad_norm": 2.352647304534912,
|
| 894 |
+
"learning_rate": 2.589928057553957e-06,
|
| 895 |
+
"loss": 0.3432,
|
| 896 |
+
"step": 119
|
| 897 |
+
},
|
| 898 |
+
{
|
| 899 |
+
"epoch": 3.870967741935484,
|
| 900 |
+
"grad_norm": 1.8365036249160767,
|
| 901 |
+
"learning_rate": 2.5179856115107916e-06,
|
| 902 |
+
"loss": 0.1135,
|
| 903 |
+
"step": 120
|
| 904 |
+
},
|
| 905 |
+
{
|
| 906 |
+
"epoch": 3.903225806451613,
|
| 907 |
+
"grad_norm": 9.964637756347656,
|
| 908 |
+
"learning_rate": 2.4460431654676263e-06,
|
| 909 |
+
"loss": 0.6474,
|
| 910 |
+
"step": 121
|
| 911 |
+
},
|
| 912 |
+
{
|
| 913 |
+
"epoch": 3.935483870967742,
|
| 914 |
+
"grad_norm": 2.3334484100341797,
|
| 915 |
+
"learning_rate": 2.3741007194244605e-06,
|
| 916 |
+
"loss": 0.1629,
|
| 917 |
+
"step": 122
|
| 918 |
+
},
|
| 919 |
+
{
|
| 920 |
+
"epoch": 3.967741935483871,
|
| 921 |
+
"grad_norm": 4.90928316116333,
|
| 922 |
+
"learning_rate": 2.302158273381295e-06,
|
| 923 |
+
"loss": 0.1706,
|
| 924 |
+
"step": 123
|
| 925 |
+
},
|
| 926 |
+
{
|
| 927 |
+
"epoch": 4.0,
|
| 928 |
+
"grad_norm": Infinity,
|
| 929 |
+
"learning_rate": 2.302158273381295e-06,
|
| 930 |
+
"loss": 0.4531,
|
| 931 |
+
"step": 124
|
| 932 |
+
},
|
| 933 |
+
{
|
| 934 |
+
"epoch": 4.0,
|
| 935 |
+
"eval_accuracy": 0.967741935483871,
|
| 936 |
+
"eval_f1_macro": 0.967304625199362,
|
| 937 |
+
"eval_f1_micro": 0.967741935483871,
|
| 938 |
+
"eval_f1_weighted": 0.967626176879148,
|
| 939 |
+
"eval_loss": 0.1408514678478241,
|
| 940 |
+
"eval_precision_macro": 0.9710144927536232,
|
| 941 |
+
"eval_precision_micro": 0.967741935483871,
|
| 942 |
+
"eval_precision_weighted": 0.97054698457223,
|
| 943 |
+
"eval_recall_macro": 0.9666666666666667,
|
| 944 |
+
"eval_recall_micro": 0.967741935483871,
|
| 945 |
+
"eval_recall_weighted": 0.967741935483871,
|
| 946 |
+
"eval_runtime": 0.364,
|
| 947 |
+
"eval_samples_per_second": 170.325,
|
| 948 |
+
"eval_steps_per_second": 10.989,
|
| 949 |
+
"step": 124
|
| 950 |
+
},
|
| 951 |
+
{
|
| 952 |
+
"epoch": 4.032258064516129,
|
| 953 |
+
"grad_norm": 1.4911006689071655,
|
| 954 |
+
"learning_rate": 2.23021582733813e-06,
|
| 955 |
+
"loss": 0.1036,
|
| 956 |
+
"step": 125
|
| 957 |
+
},
|
| 958 |
+
{
|
| 959 |
+
"epoch": 4.064516129032258,
|
| 960 |
+
"grad_norm": 1.8918758630752563,
|
| 961 |
+
"learning_rate": 2.158273381294964e-06,
|
| 962 |
+
"loss": 0.1496,
|
| 963 |
+
"step": 126
|
| 964 |
+
},
|
| 965 |
+
{
|
| 966 |
+
"epoch": 4.096774193548387,
|
| 967 |
+
"grad_norm": 7.057977199554443,
|
| 968 |
+
"learning_rate": 2.0863309352517987e-06,
|
| 969 |
+
"loss": 0.4655,
|
| 970 |
+
"step": 127
|
| 971 |
+
},
|
| 972 |
+
{
|
| 973 |
+
"epoch": 4.129032258064516,
|
| 974 |
+
"grad_norm": 1.8621776103973389,
|
| 975 |
+
"learning_rate": 2.0143884892086333e-06,
|
| 976 |
+
"loss": 0.1149,
|
| 977 |
+
"step": 128
|
| 978 |
+
},
|
| 979 |
+
{
|
| 980 |
+
"epoch": 4.161290322580645,
|
| 981 |
+
"grad_norm": 1.6348507404327393,
|
| 982 |
+
"learning_rate": 1.942446043165468e-06,
|
| 983 |
+
"loss": 0.0879,
|
| 984 |
+
"step": 129
|
| 985 |
+
},
|
| 986 |
+
{
|
| 987 |
+
"epoch": 4.193548387096774,
|
| 988 |
+
"grad_norm": 2.331972360610962,
|
| 989 |
+
"learning_rate": 1.8705035971223024e-06,
|
| 990 |
+
"loss": 0.1251,
|
| 991 |
+
"step": 130
|
| 992 |
+
},
|
| 993 |
+
{
|
| 994 |
+
"epoch": 4.225806451612903,
|
| 995 |
+
"grad_norm": 1.8028337955474854,
|
| 996 |
+
"learning_rate": 1.7985611510791368e-06,
|
| 997 |
+
"loss": 0.1074,
|
| 998 |
+
"step": 131
|
| 999 |
+
},
|
| 1000 |
+
{
|
| 1001 |
+
"epoch": 4.258064516129032,
|
| 1002 |
+
"grad_norm": 1.5170693397521973,
|
| 1003 |
+
"learning_rate": 1.7266187050359715e-06,
|
| 1004 |
+
"loss": 0.0963,
|
| 1005 |
+
"step": 132
|
| 1006 |
+
},
|
| 1007 |
+
{
|
| 1008 |
+
"epoch": 4.290322580645161,
|
| 1009 |
+
"grad_norm": 1.7213988304138184,
|
| 1010 |
+
"learning_rate": 1.654676258992806e-06,
|
| 1011 |
+
"loss": 0.1002,
|
| 1012 |
+
"step": 133
|
| 1013 |
+
},
|
| 1014 |
+
{
|
| 1015 |
+
"epoch": 4.32258064516129,
|
| 1016 |
+
"grad_norm": 1.1244333982467651,
|
| 1017 |
+
"learning_rate": 1.5827338129496403e-06,
|
| 1018 |
+
"loss": 0.0825,
|
| 1019 |
+
"step": 134
|
| 1020 |
+
},
|
| 1021 |
+
{
|
| 1022 |
+
"epoch": 4.354838709677419,
|
| 1023 |
+
"grad_norm": 1.8200867176055908,
|
| 1024 |
+
"learning_rate": 1.510791366906475e-06,
|
| 1025 |
+
"loss": 0.1212,
|
| 1026 |
+
"step": 135
|
| 1027 |
+
},
|
| 1028 |
+
{
|
| 1029 |
+
"epoch": 4.387096774193548,
|
| 1030 |
+
"grad_norm": 1.1631309986114502,
|
| 1031 |
+
"learning_rate": 1.4388489208633094e-06,
|
| 1032 |
+
"loss": 0.0765,
|
| 1033 |
+
"step": 136
|
| 1034 |
+
},
|
| 1035 |
+
{
|
| 1036 |
+
"epoch": 4.419354838709677,
|
| 1037 |
+
"grad_norm": 1.3975659608840942,
|
| 1038 |
+
"learning_rate": 1.366906474820144e-06,
|
| 1039 |
+
"loss": 0.1039,
|
| 1040 |
+
"step": 137
|
| 1041 |
+
},
|
| 1042 |
+
{
|
| 1043 |
+
"epoch": 4.451612903225806,
|
| 1044 |
+
"grad_norm": 3.7922534942626953,
|
| 1045 |
+
"learning_rate": 1.2949640287769785e-06,
|
| 1046 |
+
"loss": 0.434,
|
| 1047 |
+
"step": 138
|
| 1048 |
+
},
|
| 1049 |
+
{
|
| 1050 |
+
"epoch": 4.483870967741936,
|
| 1051 |
+
"grad_norm": 1.495962381362915,
|
| 1052 |
+
"learning_rate": 1.2230215827338131e-06,
|
| 1053 |
+
"loss": 0.0988,
|
| 1054 |
+
"step": 139
|
| 1055 |
+
},
|
| 1056 |
+
{
|
| 1057 |
+
"epoch": 4.516129032258064,
|
| 1058 |
+
"grad_norm": 6.633321285247803,
|
| 1059 |
+
"learning_rate": 1.1510791366906476e-06,
|
| 1060 |
+
"loss": 0.3248,
|
| 1061 |
+
"step": 140
|
| 1062 |
+
},
|
| 1063 |
+
{
|
| 1064 |
+
"epoch": 4.548387096774194,
|
| 1065 |
+
"grad_norm": 0.9505869746208191,
|
| 1066 |
+
"learning_rate": 1.079136690647482e-06,
|
| 1067 |
+
"loss": 0.0635,
|
| 1068 |
+
"step": 141
|
| 1069 |
+
},
|
| 1070 |
+
{
|
| 1071 |
+
"epoch": 4.580645161290323,
|
| 1072 |
+
"grad_norm": 4.179118633270264,
|
| 1073 |
+
"learning_rate": 1.0071942446043167e-06,
|
| 1074 |
+
"loss": 0.4312,
|
| 1075 |
+
"step": 142
|
| 1076 |
+
},
|
| 1077 |
+
{
|
| 1078 |
+
"epoch": 4.612903225806452,
|
| 1079 |
+
"grad_norm": 4.571844100952148,
|
| 1080 |
+
"learning_rate": 9.352517985611512e-07,
|
| 1081 |
+
"loss": 0.4026,
|
| 1082 |
+
"step": 143
|
| 1083 |
+
},
|
| 1084 |
+
{
|
| 1085 |
+
"epoch": 4.645161290322581,
|
| 1086 |
+
"grad_norm": 6.533665180206299,
|
| 1087 |
+
"learning_rate": 8.633093525179857e-07,
|
| 1088 |
+
"loss": 0.2858,
|
| 1089 |
+
"step": 144
|
| 1090 |
+
},
|
| 1091 |
+
{
|
| 1092 |
+
"epoch": 4.67741935483871,
|
| 1093 |
+
"grad_norm": 1.06562077999115,
|
| 1094 |
+
"learning_rate": 7.913669064748202e-07,
|
| 1095 |
+
"loss": 0.0803,
|
| 1096 |
+
"step": 145
|
| 1097 |
+
},
|
| 1098 |
+
{
|
| 1099 |
+
"epoch": 4.709677419354839,
|
| 1100 |
+
"grad_norm": 1.3917797803878784,
|
| 1101 |
+
"learning_rate": 7.194244604316547e-07,
|
| 1102 |
+
"loss": 0.0883,
|
| 1103 |
+
"step": 146
|
| 1104 |
+
},
|
| 1105 |
+
{
|
| 1106 |
+
"epoch": 4.741935483870968,
|
| 1107 |
+
"grad_norm": 2.7961225509643555,
|
| 1108 |
+
"learning_rate": 6.474820143884893e-07,
|
| 1109 |
+
"loss": 0.1603,
|
| 1110 |
+
"step": 147
|
| 1111 |
+
},
|
| 1112 |
+
{
|
| 1113 |
+
"epoch": 4.774193548387097,
|
| 1114 |
+
"grad_norm": 2.315228223800659,
|
| 1115 |
+
"learning_rate": 5.755395683453238e-07,
|
| 1116 |
+
"loss": 0.1078,
|
| 1117 |
+
"step": 148
|
| 1118 |
+
},
|
| 1119 |
+
{
|
| 1120 |
+
"epoch": 4.806451612903226,
|
| 1121 |
+
"grad_norm": 1.2167779207229614,
|
| 1122 |
+
"learning_rate": 5.035971223021583e-07,
|
| 1123 |
+
"loss": 0.0807,
|
| 1124 |
+
"step": 149
|
| 1125 |
+
},
|
| 1126 |
+
{
|
| 1127 |
+
"epoch": 4.838709677419355,
|
| 1128 |
+
"grad_norm": 3.9313344955444336,
|
| 1129 |
+
"learning_rate": 4.3165467625899287e-07,
|
| 1130 |
+
"loss": 0.1382,
|
| 1131 |
+
"step": 150
|
| 1132 |
+
},
|
| 1133 |
+
{
|
| 1134 |
+
"epoch": 4.870967741935484,
|
| 1135 |
+
"grad_norm": 1.4970654249191284,
|
| 1136 |
+
"learning_rate": 3.5971223021582736e-07,
|
| 1137 |
+
"loss": 0.1097,
|
| 1138 |
+
"step": 151
|
| 1139 |
+
},
|
| 1140 |
+
{
|
| 1141 |
+
"epoch": 4.903225806451613,
|
| 1142 |
+
"grad_norm": 2.4545068740844727,
|
| 1143 |
+
"learning_rate": 2.877697841726619e-07,
|
| 1144 |
+
"loss": 0.1327,
|
| 1145 |
+
"step": 152
|
| 1146 |
+
},
|
| 1147 |
+
{
|
| 1148 |
+
"epoch": 4.935483870967742,
|
| 1149 |
+
"grad_norm": 5.53891134262085,
|
| 1150 |
+
"learning_rate": 2.1582733812949643e-07,
|
| 1151 |
+
"loss": 0.1897,
|
| 1152 |
+
"step": 153
|
| 1153 |
+
},
|
| 1154 |
+
{
|
| 1155 |
+
"epoch": 4.967741935483871,
|
| 1156 |
+
"grad_norm": 1.297095537185669,
|
| 1157 |
+
"learning_rate": 1.4388489208633095e-07,
|
| 1158 |
+
"loss": 0.0874,
|
| 1159 |
+
"step": 154
|
| 1160 |
+
},
|
| 1161 |
+
{
|
| 1162 |
+
"epoch": 5.0,
|
| 1163 |
+
"grad_norm": 8.026548385620117,
|
| 1164 |
+
"learning_rate": 7.194244604316547e-08,
|
| 1165 |
+
"loss": 0.7796,
|
| 1166 |
+
"step": 155
|
| 1167 |
+
},
|
| 1168 |
+
{
|
| 1169 |
+
"epoch": 5.0,
|
| 1170 |
+
"eval_accuracy": 0.9838709677419355,
|
| 1171 |
+
"eval_f1_macro": 0.9837010534684953,
|
| 1172 |
+
"eval_f1_micro": 0.9838709677419355,
|
| 1173 |
+
"eval_f1_weighted": 0.9838517321638102,
|
| 1174 |
+
"eval_loss": 0.12461505830287933,
|
| 1175 |
+
"eval_precision_macro": 0.9848484848484849,
|
| 1176 |
+
"eval_precision_micro": 0.9838709677419355,
|
| 1177 |
+
"eval_precision_weighted": 0.9846041055718475,
|
| 1178 |
+
"eval_recall_macro": 0.9833333333333334,
|
| 1179 |
+
"eval_recall_micro": 0.9838709677419355,
|
| 1180 |
+
"eval_recall_weighted": 0.9838709677419355,
|
| 1181 |
+
"eval_runtime": 0.3625,
|
| 1182 |
+
"eval_samples_per_second": 171.046,
|
| 1183 |
+
"eval_steps_per_second": 11.035,
|
| 1184 |
+
"step": 155
|
| 1185 |
+
}
|
| 1186 |
+
],
|
| 1187 |
+
"logging_steps": 1,
|
| 1188 |
+
"max_steps": 155,
|
| 1189 |
+
"num_input_tokens_seen": 0,
|
| 1190 |
+
"num_train_epochs": 5,
|
| 1191 |
+
"save_steps": 500,
|
| 1192 |
+
"total_flos": 161613108449280.0,
|
| 1193 |
+
"train_batch_size": 8,
|
| 1194 |
+
"trial_name": null,
|
| 1195 |
+
"trial_params": null
|
| 1196 |
+
}
|
checkpoint-155/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:985117477d3167c4e30a76f3ad78d5db334a7ec2e5dbc8d3ae443483ca87234d
|
| 3 |
+
size 5048
|
config.json
ADDED
|
@@ -0,0 +1,40 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "climatebert/distilroberta-base-climate-f",
|
| 3 |
+
"_num_labels": 3,
|
| 4 |
+
"architectures": [
|
| 5 |
+
"RobertaForSequenceClassification"
|
| 6 |
+
],
|
| 7 |
+
"attention_probs_dropout_prob": 0.1,
|
| 8 |
+
"bos_token_id": 0,
|
| 9 |
+
"classifier_dropout": null,
|
| 10 |
+
"eos_token_id": 2,
|
| 11 |
+
"gradient_checkpointing": false,
|
| 12 |
+
"hidden_act": "gelu",
|
| 13 |
+
"hidden_dropout_prob": 0.1,
|
| 14 |
+
"hidden_size": 768,
|
| 15 |
+
"id2label": {
|
| 16 |
+
"0": "Adoption of Transition Plan",
|
| 17 |
+
"1": "NO",
|
| 18 |
+
"2": "Transition's Plan Cost"
|
| 19 |
+
},
|
| 20 |
+
"initializer_range": 0.02,
|
| 21 |
+
"intermediate_size": 3072,
|
| 22 |
+
"label2id": {
|
| 23 |
+
"Adoption of Transition Plan": 0,
|
| 24 |
+
"NO": 1,
|
| 25 |
+
"Transition's Plan Cost": 2
|
| 26 |
+
},
|
| 27 |
+
"layer_norm_eps": 1e-05,
|
| 28 |
+
"max_position_embeddings": 514,
|
| 29 |
+
"model_type": "roberta",
|
| 30 |
+
"num_attention_heads": 12,
|
| 31 |
+
"num_hidden_layers": 6,
|
| 32 |
+
"pad_token_id": 1,
|
| 33 |
+
"position_embedding_type": "absolute",
|
| 34 |
+
"problem_type": "single_label_classification",
|
| 35 |
+
"torch_dtype": "float32",
|
| 36 |
+
"transformers_version": "4.40.1",
|
| 37 |
+
"type_vocab_size": 1,
|
| 38 |
+
"use_cache": true,
|
| 39 |
+
"vocab_size": 50500
|
| 40 |
+
}
|
merges.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:23b23f23700b590f5698e22c584da9c45df7a62cfab5c1d62637061e6e3605d7
|
| 3 |
+
size 329217276
|
runs/May20_00-47-27_r-lomov-climatestrategy-x6n0hlp2-0509c-pdlx5/events.out.tfevents.1716166047.r-lomov-climatestrategy-x6n0hlp2-0509c-pdlx5.74.0
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:cc445c18eaa5c5030740c3372a70c6bc55f676ace86291c3915992a6b73c7d96
|
| 3 |
+
size 41704
|
runs/May20_00-47-27_r-lomov-climatestrategy-x6n0hlp2-0509c-pdlx5/events.out.tfevents.1716166085.r-lomov-climatestrategy-x6n0hlp2-0509c-pdlx5.74.1
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:bf3ab65cd1ea6ba423b38d1af6d785b502daaf67bbc0f5268e32bfcfd0a61d9c
|
| 3 |
+
size 921
|
special_tokens_map.json
ADDED
|
@@ -0,0 +1,51 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"bos_token": {
|
| 3 |
+
"content": "<s>",
|
| 4 |
+
"lstrip": false,
|
| 5 |
+
"normalized": false,
|
| 6 |
+
"rstrip": false,
|
| 7 |
+
"single_word": false
|
| 8 |
+
},
|
| 9 |
+
"cls_token": {
|
| 10 |
+
"content": "<s>",
|
| 11 |
+
"lstrip": false,
|
| 12 |
+
"normalized": false,
|
| 13 |
+
"rstrip": false,
|
| 14 |
+
"single_word": false
|
| 15 |
+
},
|
| 16 |
+
"eos_token": {
|
| 17 |
+
"content": "</s>",
|
| 18 |
+
"lstrip": false,
|
| 19 |
+
"normalized": false,
|
| 20 |
+
"rstrip": false,
|
| 21 |
+
"single_word": false
|
| 22 |
+
},
|
| 23 |
+
"mask_token": {
|
| 24 |
+
"content": "<mask>",
|
| 25 |
+
"lstrip": true,
|
| 26 |
+
"normalized": false,
|
| 27 |
+
"rstrip": false,
|
| 28 |
+
"single_word": false
|
| 29 |
+
},
|
| 30 |
+
"pad_token": {
|
| 31 |
+
"content": "<pad>",
|
| 32 |
+
"lstrip": false,
|
| 33 |
+
"normalized": false,
|
| 34 |
+
"rstrip": false,
|
| 35 |
+
"single_word": false
|
| 36 |
+
},
|
| 37 |
+
"sep_token": {
|
| 38 |
+
"content": "</s>",
|
| 39 |
+
"lstrip": false,
|
| 40 |
+
"normalized": false,
|
| 41 |
+
"rstrip": false,
|
| 42 |
+
"single_word": false
|
| 43 |
+
},
|
| 44 |
+
"unk_token": {
|
| 45 |
+
"content": "<unk>",
|
| 46 |
+
"lstrip": false,
|
| 47 |
+
"normalized": false,
|
| 48 |
+
"rstrip": false,
|
| 49 |
+
"single_word": false
|
| 50 |
+
}
|
| 51 |
+
}
|
tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
tokenizer_config.json
ADDED
|
@@ -0,0 +1,1937 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"add_prefix_space": false,
|
| 3 |
+
"added_tokens_decoder": {
|
| 4 |
+
"0": {
|
| 5 |
+
"content": "<s>",
|
| 6 |
+
"lstrip": false,
|
| 7 |
+
"normalized": false,
|
| 8 |
+
"rstrip": false,
|
| 9 |
+
"single_word": false,
|
| 10 |
+
"special": true
|
| 11 |
+
},
|
| 12 |
+
"1": {
|
| 13 |
+
"content": "<pad>",
|
| 14 |
+
"lstrip": false,
|
| 15 |
+
"normalized": false,
|
| 16 |
+
"rstrip": false,
|
| 17 |
+
"single_word": false,
|
| 18 |
+
"special": true
|
| 19 |
+
},
|
| 20 |
+
"2": {
|
| 21 |
+
"content": "</s>",
|
| 22 |
+
"lstrip": false,
|
| 23 |
+
"normalized": false,
|
| 24 |
+
"rstrip": false,
|
| 25 |
+
"single_word": false,
|
| 26 |
+
"special": true
|
| 27 |
+
},
|
| 28 |
+
"3": {
|
| 29 |
+
"content": "<unk>",
|
| 30 |
+
"lstrip": false,
|
| 31 |
+
"normalized": false,
|
| 32 |
+
"rstrip": false,
|
| 33 |
+
"single_word": false,
|
| 34 |
+
"special": true
|
| 35 |
+
},
|
| 36 |
+
"50264": {
|
| 37 |
+
"content": "<mask>",
|
| 38 |
+
"lstrip": true,
|
| 39 |
+
"normalized": false,
|
| 40 |
+
"rstrip": false,
|
| 41 |
+
"single_word": false,
|
| 42 |
+
"special": true
|
| 43 |
+
},
|
| 44 |
+
"50265": {
|
| 45 |
+
"content": "CO2",
|
| 46 |
+
"lstrip": false,
|
| 47 |
+
"normalized": true,
|
| 48 |
+
"rstrip": false,
|
| 49 |
+
"single_word": false,
|
| 50 |
+
"special": false
|
| 51 |
+
},
|
| 52 |
+
"50266": {
|
| 53 |
+
"content": "emissions",
|
| 54 |
+
"lstrip": false,
|
| 55 |
+
"normalized": true,
|
| 56 |
+
"rstrip": false,
|
| 57 |
+
"single_word": false,
|
| 58 |
+
"special": false
|
| 59 |
+
},
|
| 60 |
+
"50267": {
|
| 61 |
+
"content": "’",
|
| 62 |
+
"lstrip": false,
|
| 63 |
+
"normalized": true,
|
| 64 |
+
"rstrip": false,
|
| 65 |
+
"single_word": false,
|
| 66 |
+
"special": false
|
| 67 |
+
},
|
| 68 |
+
"50268": {
|
| 69 |
+
"content": "temperature",
|
| 70 |
+
"lstrip": false,
|
| 71 |
+
"normalized": true,
|
| 72 |
+
"rstrip": false,
|
| 73 |
+
"single_word": false,
|
| 74 |
+
"special": false
|
| 75 |
+
},
|
| 76 |
+
"50269": {
|
| 77 |
+
"content": "environmental",
|
| 78 |
+
"lstrip": false,
|
| 79 |
+
"normalized": true,
|
| 80 |
+
"rstrip": false,
|
| 81 |
+
"single_word": false,
|
| 82 |
+
"special": false
|
| 83 |
+
},
|
| 84 |
+
"50270": {
|
| 85 |
+
"content": "soil",
|
| 86 |
+
"lstrip": false,
|
| 87 |
+
"normalized": true,
|
| 88 |
+
"rstrip": false,
|
| 89 |
+
"single_word": false,
|
| 90 |
+
"special": false
|
| 91 |
+
},
|
| 92 |
+
"50271": {
|
| 93 |
+
"content": "increase",
|
| 94 |
+
"lstrip": false,
|
| 95 |
+
"normalized": true,
|
| 96 |
+
"rstrip": false,
|
| 97 |
+
"single_word": false,
|
| 98 |
+
"special": false
|
| 99 |
+
},
|
| 100 |
+
"50272": {
|
| 101 |
+
"content": "conditions",
|
| 102 |
+
"lstrip": false,
|
| 103 |
+
"normalized": true,
|
| 104 |
+
"rstrip": false,
|
| 105 |
+
"single_word": false,
|
| 106 |
+
"special": false
|
| 107 |
+
},
|
| 108 |
+
"50273": {
|
| 109 |
+
"content": "potential",
|
| 110 |
+
"lstrip": false,
|
| 111 |
+
"normalized": true,
|
| 112 |
+
"rstrip": false,
|
| 113 |
+
"single_word": false,
|
| 114 |
+
"special": false
|
| 115 |
+
},
|
| 116 |
+
"50274": {
|
| 117 |
+
"content": "increased",
|
| 118 |
+
"lstrip": false,
|
| 119 |
+
"normalized": true,
|
| 120 |
+
"rstrip": false,
|
| 121 |
+
"single_word": false,
|
| 122 |
+
"special": false
|
| 123 |
+
},
|
| 124 |
+
"50275": {
|
| 125 |
+
"content": "areas",
|
| 126 |
+
"lstrip": false,
|
| 127 |
+
"normalized": true,
|
| 128 |
+
"rstrip": false,
|
| 129 |
+
"single_word": false,
|
| 130 |
+
"special": false
|
| 131 |
+
},
|
| 132 |
+
"50276": {
|
| 133 |
+
"content": "degrees",
|
| 134 |
+
"lstrip": false,
|
| 135 |
+
"normalized": true,
|
| 136 |
+
"rstrip": false,
|
| 137 |
+
"single_word": false,
|
| 138 |
+
"special": false
|
| 139 |
+
},
|
| 140 |
+
"50277": {
|
| 141 |
+
"content": "across",
|
| 142 |
+
"lstrip": false,
|
| 143 |
+
"normalized": true,
|
| 144 |
+
"rstrip": false,
|
| 145 |
+
"single_word": false,
|
| 146 |
+
"special": false
|
| 147 |
+
},
|
| 148 |
+
"50278": {
|
| 149 |
+
"content": "systems",
|
| 150 |
+
"lstrip": false,
|
| 151 |
+
"normalized": true,
|
| 152 |
+
"rstrip": false,
|
| 153 |
+
"single_word": false,
|
| 154 |
+
"special": false
|
| 155 |
+
},
|
| 156 |
+
"50279": {
|
| 157 |
+
"content": "emission",
|
| 158 |
+
"lstrip": false,
|
| 159 |
+
"normalized": true,
|
| 160 |
+
"rstrip": false,
|
| 161 |
+
"single_word": false,
|
| 162 |
+
"special": false
|
| 163 |
+
},
|
| 164 |
+
"50280": {
|
| 165 |
+
"content": "precipitation",
|
| 166 |
+
"lstrip": false,
|
| 167 |
+
"normalized": true,
|
| 168 |
+
"rstrip": false,
|
| 169 |
+
"single_word": false,
|
| 170 |
+
"special": false
|
| 171 |
+
},
|
| 172 |
+
"50281": {
|
| 173 |
+
"content": "impacts",
|
| 174 |
+
"lstrip": false,
|
| 175 |
+
"normalized": true,
|
| 176 |
+
"rstrip": false,
|
| 177 |
+
"single_word": false,
|
| 178 |
+
"special": false
|
| 179 |
+
},
|
| 180 |
+
"50282": {
|
| 181 |
+
"content": "compared",
|
| 182 |
+
"lstrip": false,
|
| 183 |
+
"normalized": true,
|
| 184 |
+
"rstrip": false,
|
| 185 |
+
"single_word": false,
|
| 186 |
+
"special": false
|
| 187 |
+
},
|
| 188 |
+
"50283": {
|
| 189 |
+
"content": "countries",
|
| 190 |
+
"lstrip": false,
|
| 191 |
+
"normalized": true,
|
| 192 |
+
"rstrip": false,
|
| 193 |
+
"single_word": false,
|
| 194 |
+
"special": false
|
| 195 |
+
},
|
| 196 |
+
"50284": {
|
| 197 |
+
"content": "sustainable",
|
| 198 |
+
"lstrip": false,
|
| 199 |
+
"normalized": true,
|
| 200 |
+
"rstrip": false,
|
| 201 |
+
"single_word": false,
|
| 202 |
+
"special": false
|
| 203 |
+
},
|
| 204 |
+
"50285": {
|
| 205 |
+
"content": "provide",
|
| 206 |
+
"lstrip": false,
|
| 207 |
+
"normalized": true,
|
| 208 |
+
"rstrip": false,
|
| 209 |
+
"single_word": false,
|
| 210 |
+
"special": false
|
| 211 |
+
},
|
| 212 |
+
"50286": {
|
| 213 |
+
"content": "reduction",
|
| 214 |
+
"lstrip": false,
|
| 215 |
+
"normalized": true,
|
| 216 |
+
"rstrip": false,
|
| 217 |
+
"single_word": false,
|
| 218 |
+
"special": false
|
| 219 |
+
},
|
| 220 |
+
"50287": {
|
| 221 |
+
"content": "annual",
|
| 222 |
+
"lstrip": false,
|
| 223 |
+
"normalized": true,
|
| 224 |
+
"rstrip": false,
|
| 225 |
+
"single_word": false,
|
| 226 |
+
"special": false
|
| 227 |
+
},
|
| 228 |
+
"50288": {
|
| 229 |
+
"content": "reduce",
|
| 230 |
+
"lstrip": false,
|
| 231 |
+
"normalized": true,
|
| 232 |
+
"rstrip": false,
|
| 233 |
+
"single_word": false,
|
| 234 |
+
"special": false
|
| 235 |
+
},
|
| 236 |
+
"50289": {
|
| 237 |
+
"content": "greenhouse",
|
| 238 |
+
"lstrip": false,
|
| 239 |
+
"normalized": true,
|
| 240 |
+
"rstrip": false,
|
| 241 |
+
"single_word": false,
|
| 242 |
+
"special": false
|
| 243 |
+
},
|
| 244 |
+
"50290": {
|
| 245 |
+
"content": "approach",
|
| 246 |
+
"lstrip": false,
|
| 247 |
+
"normalized": true,
|
| 248 |
+
"rstrip": false,
|
| 249 |
+
"single_word": false,
|
| 250 |
+
"special": false
|
| 251 |
+
},
|
| 252 |
+
"50291": {
|
| 253 |
+
"content": "processes",
|
| 254 |
+
"lstrip": false,
|
| 255 |
+
"normalized": true,
|
| 256 |
+
"rstrip": false,
|
| 257 |
+
"single_word": false,
|
| 258 |
+
"special": false
|
| 259 |
+
},
|
| 260 |
+
"50292": {
|
| 261 |
+
"content": "factors",
|
| 262 |
+
"lstrip": false,
|
| 263 |
+
"normalized": true,
|
| 264 |
+
"rstrip": false,
|
| 265 |
+
"single_word": false,
|
| 266 |
+
"special": false
|
| 267 |
+
},
|
| 268 |
+
"50293": {
|
| 269 |
+
"content": "observed",
|
| 270 |
+
"lstrip": false,
|
| 271 |
+
"normalized": true,
|
| 272 |
+
"rstrip": false,
|
| 273 |
+
"single_word": false,
|
| 274 |
+
"special": false
|
| 275 |
+
},
|
| 276 |
+
"50294": {
|
| 277 |
+
"content": "renewable",
|
| 278 |
+
"lstrip": false,
|
| 279 |
+
"normalized": true,
|
| 280 |
+
"rstrip": false,
|
| 281 |
+
"single_word": false,
|
| 282 |
+
"special": false
|
| 283 |
+
},
|
| 284 |
+
"50295": {
|
| 285 |
+
"content": "temperatures",
|
| 286 |
+
"lstrip": false,
|
| 287 |
+
"normalized": true,
|
| 288 |
+
"rstrip": false,
|
| 289 |
+
"single_word": false,
|
| 290 |
+
"special": false
|
| 291 |
+
},
|
| 292 |
+
"50296": {
|
| 293 |
+
"content": "distribution",
|
| 294 |
+
"lstrip": false,
|
| 295 |
+
"normalized": true,
|
| 296 |
+
"rstrip": false,
|
| 297 |
+
"single_word": false,
|
| 298 |
+
"special": false
|
| 299 |
+
},
|
| 300 |
+
"50297": {
|
| 301 |
+
"content": "studies",
|
| 302 |
+
"lstrip": false,
|
| 303 |
+
"normalized": true,
|
| 304 |
+
"rstrip": false,
|
| 305 |
+
"single_word": false,
|
| 306 |
+
"special": false
|
| 307 |
+
},
|
| 308 |
+
"50298": {
|
| 309 |
+
"content": "variability",
|
| 310 |
+
"lstrip": false,
|
| 311 |
+
"normalized": true,
|
| 312 |
+
"rstrip": false,
|
| 313 |
+
"single_word": false,
|
| 314 |
+
"special": false
|
| 315 |
+
},
|
| 316 |
+
"50299": {
|
| 317 |
+
"content": "significantly",
|
| 318 |
+
"lstrip": false,
|
| 319 |
+
"normalized": true,
|
| 320 |
+
"rstrip": false,
|
| 321 |
+
"single_word": false,
|
| 322 |
+
"special": false
|
| 323 |
+
},
|
| 324 |
+
"50300": {
|
| 325 |
+
"content": "–",
|
| 326 |
+
"lstrip": false,
|
| 327 |
+
"normalized": true,
|
| 328 |
+
"rstrip": false,
|
| 329 |
+
"single_word": false,
|
| 330 |
+
"special": false
|
| 331 |
+
},
|
| 332 |
+
"50301": {
|
| 333 |
+
"content": "further",
|
| 334 |
+
"lstrip": false,
|
| 335 |
+
"normalized": true,
|
| 336 |
+
"rstrip": false,
|
| 337 |
+
"single_word": false,
|
| 338 |
+
"special": false
|
| 339 |
+
},
|
| 340 |
+
"50302": {
|
| 341 |
+
"content": "regions",
|
| 342 |
+
"lstrip": false,
|
| 343 |
+
"normalized": true,
|
| 344 |
+
"rstrip": false,
|
| 345 |
+
"single_word": false,
|
| 346 |
+
"special": false
|
| 347 |
+
},
|
| 348 |
+
"50303": {
|
| 349 |
+
"content": "addition",
|
| 350 |
+
"lstrip": false,
|
| 351 |
+
"normalized": true,
|
| 352 |
+
"rstrip": false,
|
| 353 |
+
"single_word": false,
|
| 354 |
+
"special": false
|
| 355 |
+
},
|
| 356 |
+
"50304": {
|
| 357 |
+
"content": "showed",
|
| 358 |
+
"lstrip": false,
|
| 359 |
+
"normalized": true,
|
| 360 |
+
"rstrip": false,
|
| 361 |
+
"single_word": false,
|
| 362 |
+
"special": false
|
| 363 |
+
},
|
| 364 |
+
"50305": {
|
| 365 |
+
"content": "“",
|
| 366 |
+
"lstrip": false,
|
| 367 |
+
"normalized": true,
|
| 368 |
+
"rstrip": false,
|
| 369 |
+
"single_word": false,
|
| 370 |
+
"special": false
|
| 371 |
+
},
|
| 372 |
+
"50306": {
|
| 373 |
+
"content": "industry",
|
| 374 |
+
"lstrip": false,
|
| 375 |
+
"normalized": true,
|
| 376 |
+
"rstrip": false,
|
| 377 |
+
"single_word": false,
|
| 378 |
+
"special": false
|
| 379 |
+
},
|
| 380 |
+
"50307": {
|
| 381 |
+
"content": "consumption",
|
| 382 |
+
"lstrip": false,
|
| 383 |
+
"normalized": true,
|
| 384 |
+
"rstrip": false,
|
| 385 |
+
"single_word": false,
|
| 386 |
+
"special": false
|
| 387 |
+
},
|
| 388 |
+
"50308": {
|
| 389 |
+
"content": "regional",
|
| 390 |
+
"lstrip": false,
|
| 391 |
+
"normalized": true,
|
| 392 |
+
"rstrip": false,
|
| 393 |
+
"single_word": false,
|
| 394 |
+
"special": false
|
| 395 |
+
},
|
| 396 |
+
"50309": {
|
| 397 |
+
"content": "risks",
|
| 398 |
+
"lstrip": false,
|
| 399 |
+
"normalized": true,
|
| 400 |
+
"rstrip": false,
|
| 401 |
+
"single_word": false,
|
| 402 |
+
"special": false
|
| 403 |
+
},
|
| 404 |
+
"50310": {
|
| 405 |
+
"content": "atmospheric",
|
| 406 |
+
"lstrip": false,
|
| 407 |
+
"normalized": true,
|
| 408 |
+
"rstrip": false,
|
| 409 |
+
"single_word": false,
|
| 410 |
+
"special": false
|
| 411 |
+
},
|
| 412 |
+
"50311": {
|
| 413 |
+
"content": "supply",
|
| 414 |
+
"lstrip": false,
|
| 415 |
+
"normalized": true,
|
| 416 |
+
"rstrip": false,
|
| 417 |
+
"single_word": false,
|
| 418 |
+
"special": false
|
| 419 |
+
},
|
| 420 |
+
"50312": {
|
| 421 |
+
"content": "companies",
|
| 422 |
+
"lstrip": false,
|
| 423 |
+
"normalized": true,
|
| 424 |
+
"rstrip": false,
|
| 425 |
+
"single_word": false,
|
| 426 |
+
"special": false
|
| 427 |
+
},
|
| 428 |
+
"50313": {
|
| 429 |
+
"content": "plants",
|
| 430 |
+
"lstrip": false,
|
| 431 |
+
"normalized": true,
|
| 432 |
+
"rstrip": false,
|
| 433 |
+
"single_word": false,
|
| 434 |
+
"special": false
|
| 435 |
+
},
|
| 436 |
+
"50314": {
|
| 437 |
+
"content": "biomass",
|
| 438 |
+
"lstrip": false,
|
| 439 |
+
"normalized": true,
|
| 440 |
+
"rstrip": false,
|
| 441 |
+
"single_word": false,
|
| 442 |
+
"special": false
|
| 443 |
+
},
|
| 444 |
+
"50315": {
|
| 445 |
+
"content": "electricity",
|
| 446 |
+
"lstrip": false,
|
| 447 |
+
"normalized": true,
|
| 448 |
+
"rstrip": false,
|
| 449 |
+
"single_word": false,
|
| 450 |
+
"special": false
|
| 451 |
+
},
|
| 452 |
+
"50316": {
|
| 453 |
+
"content": "respectively",
|
| 454 |
+
"lstrip": false,
|
| 455 |
+
"normalized": true,
|
| 456 |
+
"rstrip": false,
|
| 457 |
+
"single_word": false,
|
| 458 |
+
"special": false
|
| 459 |
+
},
|
| 460 |
+
"50317": {
|
| 461 |
+
"content": "activities",
|
| 462 |
+
"lstrip": false,
|
| 463 |
+
"normalized": true,
|
| 464 |
+
"rstrip": false,
|
| 465 |
+
"single_word": false,
|
| 466 |
+
"special": false
|
| 467 |
+
},
|
| 468 |
+
"50318": {
|
| 469 |
+
"content": "communities",
|
| 470 |
+
"lstrip": false,
|
| 471 |
+
"normalized": true,
|
| 472 |
+
"rstrip": false,
|
| 473 |
+
"single_word": false,
|
| 474 |
+
"special": false
|
| 475 |
+
},
|
| 476 |
+
"50319": {
|
| 477 |
+
"content": "climatic",
|
| 478 |
+
"lstrip": false,
|
| 479 |
+
"normalized": true,
|
| 480 |
+
"rstrip": false,
|
| 481 |
+
"single_word": false,
|
| 482 |
+
"special": false
|
| 483 |
+
},
|
| 484 |
+
"50320": {
|
| 485 |
+
"content": "solar",
|
| 486 |
+
"lstrip": false,
|
| 487 |
+
"normalized": true,
|
| 488 |
+
"rstrip": false,
|
| 489 |
+
"single_word": false,
|
| 490 |
+
"special": false
|
| 491 |
+
},
|
| 492 |
+
"50321": {
|
| 493 |
+
"content": "investment",
|
| 494 |
+
"lstrip": false,
|
| 495 |
+
"normalized": true,
|
| 496 |
+
"rstrip": false,
|
| 497 |
+
"single_word": false,
|
| 498 |
+
"special": false
|
| 499 |
+
},
|
| 500 |
+
"50322": {
|
| 501 |
+
"content": "spatial",
|
| 502 |
+
"lstrip": false,
|
| 503 |
+
"normalized": true,
|
| 504 |
+
"rstrip": false,
|
| 505 |
+
"single_word": false,
|
| 506 |
+
"special": false
|
| 507 |
+
},
|
| 508 |
+
"50323": {
|
| 509 |
+
"content": "rainfall",
|
| 510 |
+
"lstrip": false,
|
| 511 |
+
"normalized": true,
|
| 512 |
+
"rstrip": false,
|
| 513 |
+
"single_word": false,
|
| 514 |
+
"special": false
|
| 515 |
+
},
|
| 516 |
+
"50324": {
|
| 517 |
+
"content": "•",
|
| 518 |
+
"lstrip": false,
|
| 519 |
+
"normalized": true,
|
| 520 |
+
"rstrip": false,
|
| 521 |
+
"single_word": false,
|
| 522 |
+
"special": false
|
| 523 |
+
},
|
| 524 |
+
"50325": {
|
| 525 |
+
"content": "sustainability",
|
| 526 |
+
"lstrip": false,
|
| 527 |
+
"normalized": true,
|
| 528 |
+
"rstrip": false,
|
| 529 |
+
"single_word": false,
|
| 530 |
+
"special": false
|
| 531 |
+
},
|
| 532 |
+
"50326": {
|
| 533 |
+
"content": "costs",
|
| 534 |
+
"lstrip": false,
|
| 535 |
+
"normalized": true,
|
| 536 |
+
"rstrip": false,
|
| 537 |
+
"single_word": false,
|
| 538 |
+
"special": false
|
| 539 |
+
},
|
| 540 |
+
"50327": {
|
| 541 |
+
"content": "reduced",
|
| 542 |
+
"lstrip": false,
|
| 543 |
+
"normalized": true,
|
| 544 |
+
"rstrip": false,
|
| 545 |
+
"single_word": false,
|
| 546 |
+
"special": false
|
| 547 |
+
},
|
| 548 |
+
"50328": {
|
| 549 |
+
"content": "2021",
|
| 550 |
+
"lstrip": false,
|
| 551 |
+
"normalized": true,
|
| 552 |
+
"rstrip": false,
|
| 553 |
+
"single_word": false,
|
| 554 |
+
"special": false
|
| 555 |
+
},
|
| 556 |
+
"50329": {
|
| 557 |
+
"content": "influence",
|
| 558 |
+
"lstrip": false,
|
| 559 |
+
"normalized": true,
|
| 560 |
+
"rstrip": false,
|
| 561 |
+
"single_word": false,
|
| 562 |
+
"special": false
|
| 563 |
+
},
|
| 564 |
+
"50330": {
|
| 565 |
+
"content": "vegetation",
|
| 566 |
+
"lstrip": false,
|
| 567 |
+
"normalized": true,
|
| 568 |
+
"rstrip": false,
|
| 569 |
+
"single_word": false,
|
| 570 |
+
"special": false
|
| 571 |
+
},
|
| 572 |
+
"50331": {
|
| 573 |
+
"content": "sources",
|
| 574 |
+
"lstrip": false,
|
| 575 |
+
"normalized": true,
|
| 576 |
+
"rstrip": false,
|
| 577 |
+
"single_word": false,
|
| 578 |
+
"special": false
|
| 579 |
+
},
|
| 580 |
+
"50332": {
|
| 581 |
+
"content": "possible",
|
| 582 |
+
"lstrip": false,
|
| 583 |
+
"normalized": true,
|
| 584 |
+
"rstrip": false,
|
| 585 |
+
"single_word": false,
|
| 586 |
+
"special": false
|
| 587 |
+
},
|
| 588 |
+
"50333": {
|
| 589 |
+
"content": "ecosystem",
|
| 590 |
+
"lstrip": false,
|
| 591 |
+
"normalized": true,
|
| 592 |
+
"rstrip": false,
|
| 593 |
+
"single_word": false,
|
| 594 |
+
"special": false
|
| 595 |
+
},
|
| 596 |
+
"50334": {
|
| 597 |
+
"content": "scenarios",
|
| 598 |
+
"lstrip": false,
|
| 599 |
+
"normalized": true,
|
| 600 |
+
"rstrip": false,
|
| 601 |
+
"single_word": false,
|
| 602 |
+
"special": false
|
| 603 |
+
},
|
| 604 |
+
"50335": {
|
| 605 |
+
"content": "summer",
|
| 606 |
+
"lstrip": false,
|
| 607 |
+
"normalized": true,
|
| 608 |
+
"rstrip": false,
|
| 609 |
+
"single_word": false,
|
| 610 |
+
"special": false
|
| 611 |
+
},
|
| 612 |
+
"50336": {
|
| 613 |
+
"content": "drought",
|
| 614 |
+
"lstrip": false,
|
| 615 |
+
"normalized": true,
|
| 616 |
+
"rstrip": false,
|
| 617 |
+
"single_word": false,
|
| 618 |
+
"special": false
|
| 619 |
+
},
|
| 620 |
+
"50337": {
|
| 621 |
+
"content": "structure",
|
| 622 |
+
"lstrip": false,
|
| 623 |
+
"normalized": true,
|
| 624 |
+
"rstrip": false,
|
| 625 |
+
"single_word": false,
|
| 626 |
+
"special": false
|
| 627 |
+
},
|
| 628 |
+
"50338": {
|
| 629 |
+
"content": "economy",
|
| 630 |
+
"lstrip": false,
|
| 631 |
+
"normalized": true,
|
| 632 |
+
"rstrip": false,
|
| 633 |
+
"single_word": false,
|
| 634 |
+
"special": false
|
| 635 |
+
},
|
| 636 |
+
"50339": {
|
| 637 |
+
"content": "considered",
|
| 638 |
+
"lstrip": false,
|
| 639 |
+
"normalized": true,
|
| 640 |
+
"rstrip": false,
|
| 641 |
+
"single_word": false,
|
| 642 |
+
"special": false
|
| 643 |
+
},
|
| 644 |
+
"50340": {
|
| 645 |
+
"content": "various",
|
| 646 |
+
"lstrip": false,
|
| 647 |
+
"normalized": true,
|
| 648 |
+
"rstrip": false,
|
| 649 |
+
"single_word": false,
|
| 650 |
+
"special": false
|
| 651 |
+
},
|
| 652 |
+
"50341": {
|
| 653 |
+
"content": "atmosphere",
|
| 654 |
+
"lstrip": false,
|
| 655 |
+
"normalized": true,
|
| 656 |
+
"rstrip": false,
|
| 657 |
+
"single_word": false,
|
| 658 |
+
"special": false
|
| 659 |
+
},
|
| 660 |
+
"50342": {
|
| 661 |
+
"content": "several",
|
| 662 |
+
"lstrip": false,
|
| 663 |
+
"normalized": true,
|
| 664 |
+
"rstrip": false,
|
| 665 |
+
"single_word": false,
|
| 666 |
+
"special": false
|
| 667 |
+
},
|
| 668 |
+
"50343": {
|
| 669 |
+
"content": "technologies",
|
| 670 |
+
"lstrip": false,
|
| 671 |
+
"normalized": true,
|
| 672 |
+
"rstrip": false,
|
| 673 |
+
"single_word": false,
|
| 674 |
+
"special": false
|
| 675 |
+
},
|
| 676 |
+
"50344": {
|
| 677 |
+
"content": "transition",
|
| 678 |
+
"lstrip": false,
|
| 679 |
+
"normalized": true,
|
| 680 |
+
"rstrip": false,
|
| 681 |
+
"single_word": false,
|
| 682 |
+
"special": false
|
| 683 |
+
},
|
| 684 |
+
"50345": {
|
| 685 |
+
"content": "assessment",
|
| 686 |
+
"lstrip": false,
|
| 687 |
+
"normalized": true,
|
| 688 |
+
"rstrip": false,
|
| 689 |
+
"single_word": false,
|
| 690 |
+
"special": false
|
| 691 |
+
},
|
| 692 |
+
"50346": {
|
| 693 |
+
"content": "dioxide",
|
| 694 |
+
"lstrip": false,
|
| 695 |
+
"normalized": true,
|
| 696 |
+
"rstrip": false,
|
| 697 |
+
"single_word": false,
|
| 698 |
+
"special": false
|
| 699 |
+
},
|
| 700 |
+
"50347": {
|
| 701 |
+
"content": "ocean",
|
| 702 |
+
"lstrip": false,
|
| 703 |
+
"normalized": true,
|
| 704 |
+
"rstrip": false,
|
| 705 |
+
"single_word": false,
|
| 706 |
+
"special": false
|
| 707 |
+
},
|
| 708 |
+
"50348": {
|
| 709 |
+
"content": "fossil",
|
| 710 |
+
"lstrip": false,
|
| 711 |
+
"normalized": true,
|
| 712 |
+
"rstrip": false,
|
| 713 |
+
"single_word": false,
|
| 714 |
+
"special": false
|
| 715 |
+
},
|
| 716 |
+
"50349": {
|
| 717 |
+
"content": "patterns",
|
| 718 |
+
"lstrip": false,
|
| 719 |
+
"normalized": true,
|
| 720 |
+
"rstrip": false,
|
| 721 |
+
"single_word": false,
|
| 722 |
+
"special": false
|
| 723 |
+
},
|
| 724 |
+
"50350": {
|
| 725 |
+
"content": "waste",
|
| 726 |
+
"lstrip": false,
|
| 727 |
+
"normalized": true,
|
| 728 |
+
"rstrip": false,
|
| 729 |
+
"single_word": false,
|
| 730 |
+
"special": false
|
| 731 |
+
},
|
| 732 |
+
"50351": {
|
| 733 |
+
"content": "solutions",
|
| 734 |
+
"lstrip": false,
|
| 735 |
+
"normalized": true,
|
| 736 |
+
"rstrip": false,
|
| 737 |
+
"single_word": false,
|
| 738 |
+
"special": false
|
| 739 |
+
},
|
| 740 |
+
"50352": {
|
| 741 |
+
"content": "transport",
|
| 742 |
+
"lstrip": false,
|
| 743 |
+
"normalized": true,
|
| 744 |
+
"rstrip": false,
|
| 745 |
+
"single_word": false,
|
| 746 |
+
"special": false
|
| 747 |
+
},
|
| 748 |
+
"50353": {
|
| 749 |
+
"content": "strategy",
|
| 750 |
+
"lstrip": false,
|
| 751 |
+
"normalized": true,
|
| 752 |
+
"rstrip": false,
|
| 753 |
+
"single_word": false,
|
| 754 |
+
"special": false
|
| 755 |
+
},
|
| 756 |
+
"50354": {
|
| 757 |
+
"content": "CH4",
|
| 758 |
+
"lstrip": false,
|
| 759 |
+
"normalized": true,
|
| 760 |
+
"rstrip": false,
|
| 761 |
+
"single_word": false,
|
| 762 |
+
"special": false
|
| 763 |
+
},
|
| 764 |
+
"50355": {
|
| 765 |
+
"content": "policies",
|
| 766 |
+
"lstrip": false,
|
| 767 |
+
"normalized": true,
|
| 768 |
+
"rstrip": false,
|
| 769 |
+
"single_word": false,
|
| 770 |
+
"special": false
|
| 771 |
+
},
|
| 772 |
+
"50356": {
|
| 773 |
+
"content": "understanding",
|
| 774 |
+
"lstrip": false,
|
| 775 |
+
"normalized": true,
|
| 776 |
+
"rstrip": false,
|
| 777 |
+
"single_word": false,
|
| 778 |
+
"special": false
|
| 779 |
+
},
|
| 780 |
+
"50357": {
|
| 781 |
+
"content": "concentration",
|
| 782 |
+
"lstrip": false,
|
| 783 |
+
"normalized": true,
|
| 784 |
+
"rstrip": false,
|
| 785 |
+
"single_word": false,
|
| 786 |
+
"special": false
|
| 787 |
+
},
|
| 788 |
+
"50358": {
|
| 789 |
+
"content": "customers",
|
| 790 |
+
"lstrip": false,
|
| 791 |
+
"normalized": true,
|
| 792 |
+
"rstrip": false,
|
| 793 |
+
"single_word": false,
|
| 794 |
+
"special": false
|
| 795 |
+
},
|
| 796 |
+
"50359": {
|
| 797 |
+
"content": "methane",
|
| 798 |
+
"lstrip": false,
|
| 799 |
+
"normalized": true,
|
| 800 |
+
"rstrip": false,
|
| 801 |
+
"single_word": false,
|
| 802 |
+
"special": false
|
| 803 |
+
},
|
| 804 |
+
"50360": {
|
| 805 |
+
"content": "applied",
|
| 806 |
+
"lstrip": false,
|
| 807 |
+
"normalized": true,
|
| 808 |
+
"rstrip": false,
|
| 809 |
+
"single_word": false,
|
| 810 |
+
"special": false
|
| 811 |
+
},
|
| 812 |
+
"50361": {
|
| 813 |
+
"content": "increases",
|
| 814 |
+
"lstrip": false,
|
| 815 |
+
"normalized": true,
|
| 816 |
+
"rstrip": false,
|
| 817 |
+
"single_word": false,
|
| 818 |
+
"special": false
|
| 819 |
+
},
|
| 820 |
+
"50362": {
|
| 821 |
+
"content": "estimated",
|
| 822 |
+
"lstrip": false,
|
| 823 |
+
"normalized": true,
|
| 824 |
+
"rstrip": false,
|
| 825 |
+
"single_word": false,
|
| 826 |
+
"special": false
|
| 827 |
+
},
|
| 828 |
+
"50363": {
|
| 829 |
+
"content": "flood",
|
| 830 |
+
"lstrip": false,
|
| 831 |
+
"normalized": true,
|
| 832 |
+
"rstrip": false,
|
| 833 |
+
"single_word": false,
|
| 834 |
+
"special": false
|
| 835 |
+
},
|
| 836 |
+
"50364": {
|
| 837 |
+
"content": "measured",
|
| 838 |
+
"lstrip": false,
|
| 839 |
+
"normalized": true,
|
| 840 |
+
"rstrip": false,
|
| 841 |
+
"single_word": false,
|
| 842 |
+
"special": false
|
| 843 |
+
},
|
| 844 |
+
"50365": {
|
| 845 |
+
"content": "thermal",
|
| 846 |
+
"lstrip": false,
|
| 847 |
+
"normalized": true,
|
| 848 |
+
"rstrip": false,
|
| 849 |
+
"single_word": false,
|
| 850 |
+
"special": false
|
| 851 |
+
},
|
| 852 |
+
"50366": {
|
| 853 |
+
"content": "concentrations",
|
| 854 |
+
"lstrip": false,
|
| 855 |
+
"normalized": true,
|
| 856 |
+
"rstrip": false,
|
| 857 |
+
"single_word": false,
|
| 858 |
+
"special": false
|
| 859 |
+
},
|
| 860 |
+
"50367": {
|
| 861 |
+
"content": "decrease",
|
| 862 |
+
"lstrip": false,
|
| 863 |
+
"normalized": true,
|
| 864 |
+
"rstrip": false,
|
| 865 |
+
"single_word": false,
|
| 866 |
+
"special": false
|
| 867 |
+
},
|
| 868 |
+
"50368": {
|
| 869 |
+
"content": "greater",
|
| 870 |
+
"lstrip": false,
|
| 871 |
+
"normalized": true,
|
| 872 |
+
"rstrip": false,
|
| 873 |
+
"single_word": false,
|
| 874 |
+
"special": false
|
| 875 |
+
},
|
| 876 |
+
"50369": {
|
| 877 |
+
"content": "following",
|
| 878 |
+
"lstrip": false,
|
| 879 |
+
"normalized": true,
|
| 880 |
+
"rstrip": false,
|
| 881 |
+
"single_word": false,
|
| 882 |
+
"special": false
|
| 883 |
+
},
|
| 884 |
+
"50370": {
|
| 885 |
+
"content": "proposed",
|
| 886 |
+
"lstrip": false,
|
| 887 |
+
"normalized": true,
|
| 888 |
+
"rstrip": false,
|
| 889 |
+
"single_word": false,
|
| 890 |
+
"special": false
|
| 891 |
+
},
|
| 892 |
+
"50371": {
|
| 893 |
+
"content": "trends",
|
| 894 |
+
"lstrip": false,
|
| 895 |
+
"normalized": true,
|
| 896 |
+
"rstrip": false,
|
| 897 |
+
"single_word": false,
|
| 898 |
+
"special": false
|
| 899 |
+
},
|
| 900 |
+
"50372": {
|
| 901 |
+
"content": "basis",
|
| 902 |
+
"lstrip": false,
|
| 903 |
+
"normalized": true,
|
| 904 |
+
"rstrip": false,
|
| 905 |
+
"single_word": false,
|
| 906 |
+
"special": false
|
| 907 |
+
},
|
| 908 |
+
"50373": {
|
| 909 |
+
"content": "provides",
|
| 910 |
+
"lstrip": false,
|
| 911 |
+
"normalized": true,
|
| 912 |
+
"rstrip": false,
|
| 913 |
+
"single_word": false,
|
| 914 |
+
"special": false
|
| 915 |
+
},
|
| 916 |
+
"50374": {
|
| 917 |
+
"content": "operations",
|
| 918 |
+
"lstrip": false,
|
| 919 |
+
"normalized": true,
|
| 920 |
+
"rstrip": false,
|
| 921 |
+
"single_word": false,
|
| 922 |
+
"special": false
|
| 923 |
+
},
|
| 924 |
+
"50375": {
|
| 925 |
+
"content": "differences",
|
| 926 |
+
"lstrip": false,
|
| 927 |
+
"normalized": true,
|
| 928 |
+
"rstrip": false,
|
| 929 |
+
"single_word": false,
|
| 930 |
+
"special": false
|
| 931 |
+
},
|
| 932 |
+
"50376": {
|
| 933 |
+
"content": "hydrogen",
|
| 934 |
+
"lstrip": false,
|
| 935 |
+
"normalized": true,
|
| 936 |
+
"rstrip": false,
|
| 937 |
+
"single_word": false,
|
| 938 |
+
"special": false
|
| 939 |
+
},
|
| 940 |
+
"50377": {
|
| 941 |
+
"content": "adaptation",
|
| 942 |
+
"lstrip": false,
|
| 943 |
+
"normalized": true,
|
| 944 |
+
"rstrip": false,
|
| 945 |
+
"single_word": false,
|
| 946 |
+
"special": false
|
| 947 |
+
},
|
| 948 |
+
"50378": {
|
| 949 |
+
"content": "methods",
|
| 950 |
+
"lstrip": false,
|
| 951 |
+
"normalized": true,
|
| 952 |
+
"rstrip": false,
|
| 953 |
+
"single_word": false,
|
| 954 |
+
"special": false
|
| 955 |
+
},
|
| 956 |
+
"50379": {
|
| 957 |
+
"content": "capture",
|
| 958 |
+
"lstrip": false,
|
| 959 |
+
"normalized": true,
|
| 960 |
+
"rstrip": false,
|
| 961 |
+
"single_word": false,
|
| 962 |
+
"special": false
|
| 963 |
+
},
|
| 964 |
+
"50380": {
|
| 965 |
+
"content": "variation",
|
| 966 |
+
"lstrip": false,
|
| 967 |
+
"normalized": true,
|
| 968 |
+
"rstrip": false,
|
| 969 |
+
"single_word": false,
|
| 970 |
+
"special": false
|
| 971 |
+
},
|
| 972 |
+
"50381": {
|
| 973 |
+
"content": "reducing",
|
| 974 |
+
"lstrip": false,
|
| 975 |
+
"normalized": true,
|
| 976 |
+
"rstrip": false,
|
| 977 |
+
"single_word": false,
|
| 978 |
+
"special": false
|
| 979 |
+
},
|
| 980 |
+
"50382": {
|
| 981 |
+
"content": "N2O",
|
| 982 |
+
"lstrip": false,
|
| 983 |
+
"normalized": true,
|
| 984 |
+
"rstrip": false,
|
| 985 |
+
"single_word": false,
|
| 986 |
+
"special": false
|
| 987 |
+
},
|
| 988 |
+
"50383": {
|
| 989 |
+
"content": "parameters",
|
| 990 |
+
"lstrip": false,
|
| 991 |
+
"normalized": true,
|
| 992 |
+
"rstrip": false,
|
| 993 |
+
"single_word": false,
|
| 994 |
+
"special": false
|
| 995 |
+
},
|
| 996 |
+
"50384": {
|
| 997 |
+
"content": "ecosystems",
|
| 998 |
+
"lstrip": false,
|
| 999 |
+
"normalized": true,
|
| 1000 |
+
"rstrip": false,
|
| 1001 |
+
"single_word": false,
|
| 1002 |
+
"special": false
|
| 1003 |
+
},
|
| 1004 |
+
"50385": {
|
| 1005 |
+
"content": "investigated",
|
| 1006 |
+
"lstrip": false,
|
| 1007 |
+
"normalized": true,
|
| 1008 |
+
"rstrip": false,
|
| 1009 |
+
"single_word": false,
|
| 1010 |
+
"special": false
|
| 1011 |
+
},
|
| 1012 |
+
"50386": {
|
| 1013 |
+
"content": "yield",
|
| 1014 |
+
"lstrip": false,
|
| 1015 |
+
"normalized": true,
|
| 1016 |
+
"rstrip": false,
|
| 1017 |
+
"single_word": false,
|
| 1018 |
+
"special": false
|
| 1019 |
+
},
|
| 1020 |
+
"50387": {
|
| 1021 |
+
"content": "strategies",
|
| 1022 |
+
"lstrip": false,
|
| 1023 |
+
"normalized": true,
|
| 1024 |
+
"rstrip": false,
|
| 1025 |
+
"single_word": false,
|
| 1026 |
+
"special": false
|
| 1027 |
+
},
|
| 1028 |
+
"50388": {
|
| 1029 |
+
"content": "indicate",
|
| 1030 |
+
"lstrip": false,
|
| 1031 |
+
"normalized": true,
|
| 1032 |
+
"rstrip": false,
|
| 1033 |
+
"single_word": false,
|
| 1034 |
+
"special": false
|
| 1035 |
+
},
|
| 1036 |
+
"50389": {
|
| 1037 |
+
"content": "caused",
|
| 1038 |
+
"lstrip": false,
|
| 1039 |
+
"normalized": true,
|
| 1040 |
+
"rstrip": false,
|
| 1041 |
+
"single_word": false,
|
| 1042 |
+
"special": false
|
| 1043 |
+
},
|
| 1044 |
+
"50390": {
|
| 1045 |
+
"content": "dynamics",
|
| 1046 |
+
"lstrip": false,
|
| 1047 |
+
"normalized": true,
|
| 1048 |
+
"rstrip": false,
|
| 1049 |
+
"single_word": false,
|
| 1050 |
+
"special": false
|
| 1051 |
+
},
|
| 1052 |
+
"50391": {
|
| 1053 |
+
"content": "obtained",
|
| 1054 |
+
"lstrip": false,
|
| 1055 |
+
"normalized": true,
|
| 1056 |
+
"rstrip": false,
|
| 1057 |
+
"single_word": false,
|
| 1058 |
+
"special": false
|
| 1059 |
+
},
|
| 1060 |
+
"50392": {
|
| 1061 |
+
"content": "efforts",
|
| 1062 |
+
"lstrip": false,
|
| 1063 |
+
"normalized": true,
|
| 1064 |
+
"rstrip": false,
|
| 1065 |
+
"single_word": false,
|
| 1066 |
+
"special": false
|
| 1067 |
+
},
|
| 1068 |
+
"50393": {
|
| 1069 |
+
"content": "coastal",
|
| 1070 |
+
"lstrip": false,
|
| 1071 |
+
"normalized": true,
|
| 1072 |
+
"rstrip": false,
|
| 1073 |
+
"single_word": false,
|
| 1074 |
+
"special": false
|
| 1075 |
+
},
|
| 1076 |
+
"50394": {
|
| 1077 |
+
"content": "become",
|
| 1078 |
+
"lstrip": false,
|
| 1079 |
+
"normalized": true,
|
| 1080 |
+
"rstrip": false,
|
| 1081 |
+
"single_word": false,
|
| 1082 |
+
"special": false
|
| 1083 |
+
},
|
| 1084 |
+
"50395": {
|
| 1085 |
+
"content": "agricultural",
|
| 1086 |
+
"lstrip": false,
|
| 1087 |
+
"normalized": true,
|
| 1088 |
+
"rstrip": false,
|
| 1089 |
+
"single_word": false,
|
| 1090 |
+
"special": false
|
| 1091 |
+
},
|
| 1092 |
+
"50396": {
|
| 1093 |
+
"content": "decreased",
|
| 1094 |
+
"lstrip": false,
|
| 1095 |
+
"normalized": true,
|
| 1096 |
+
"rstrip": false,
|
| 1097 |
+
"single_word": false,
|
| 1098 |
+
"special": false
|
| 1099 |
+
},
|
| 1100 |
+
"50397": {
|
| 1101 |
+
"content": "GHG",
|
| 1102 |
+
"lstrip": false,
|
| 1103 |
+
"normalized": true,
|
| 1104 |
+
"rstrip": false,
|
| 1105 |
+
"single_word": false,
|
| 1106 |
+
"special": false
|
| 1107 |
+
},
|
| 1108 |
+
"50398": {
|
| 1109 |
+
"content": "materials",
|
| 1110 |
+
"lstrip": false,
|
| 1111 |
+
"normalized": true,
|
| 1112 |
+
"rstrip": false,
|
| 1113 |
+
"single_word": false,
|
| 1114 |
+
"special": false
|
| 1115 |
+
},
|
| 1116 |
+
"50399": {
|
| 1117 |
+
"content": "mainly",
|
| 1118 |
+
"lstrip": false,
|
| 1119 |
+
"normalized": true,
|
| 1120 |
+
"rstrip": false,
|
| 1121 |
+
"single_word": false,
|
| 1122 |
+
"special": false
|
| 1123 |
+
},
|
| 1124 |
+
"50400": {
|
| 1125 |
+
"content": "relationship",
|
| 1126 |
+
"lstrip": false,
|
| 1127 |
+
"normalized": true,
|
| 1128 |
+
"rstrip": false,
|
| 1129 |
+
"single_word": false,
|
| 1130 |
+
"special": false
|
| 1131 |
+
},
|
| 1132 |
+
"50401": {
|
| 1133 |
+
"content": "ecological",
|
| 1134 |
+
"lstrip": false,
|
| 1135 |
+
"normalized": true,
|
| 1136 |
+
"rstrip": false,
|
| 1137 |
+
"single_word": false,
|
| 1138 |
+
"special": false
|
| 1139 |
+
},
|
| 1140 |
+
"50402": {
|
| 1141 |
+
"content": "benefits",
|
| 1142 |
+
"lstrip": false,
|
| 1143 |
+
"normalized": true,
|
| 1144 |
+
"rstrip": false,
|
| 1145 |
+
"single_word": false,
|
| 1146 |
+
"special": false
|
| 1147 |
+
},
|
| 1148 |
+
"50403": {
|
| 1149 |
+
"content": "+/-",
|
| 1150 |
+
"lstrip": false,
|
| 1151 |
+
"normalized": true,
|
| 1152 |
+
"rstrip": false,
|
| 1153 |
+
"single_word": false,
|
| 1154 |
+
"special": false
|
| 1155 |
+
},
|
| 1156 |
+
"50404": {
|
| 1157 |
+
"content": "challenges",
|
| 1158 |
+
"lstrip": false,
|
| 1159 |
+
"normalized": true,
|
| 1160 |
+
"rstrip": false,
|
| 1161 |
+
"single_word": false,
|
| 1162 |
+
"special": false
|
| 1163 |
+
},
|
| 1164 |
+
"50405": {
|
| 1165 |
+
"content": "nitrogen",
|
| 1166 |
+
"lstrip": false,
|
| 1167 |
+
"normalized": true,
|
| 1168 |
+
"rstrip": false,
|
| 1169 |
+
"single_word": false,
|
| 1170 |
+
"special": false
|
| 1171 |
+
},
|
| 1172 |
+
"50406": {
|
| 1173 |
+
"content": "forests",
|
| 1174 |
+
"lstrip": false,
|
| 1175 |
+
"normalized": true,
|
| 1176 |
+
"rstrip": false,
|
| 1177 |
+
"single_word": false,
|
| 1178 |
+
"special": false
|
| 1179 |
+
},
|
| 1180 |
+
"50407": {
|
| 1181 |
+
"content": "trend",
|
| 1182 |
+
"lstrip": false,
|
| 1183 |
+
"normalized": true,
|
| 1184 |
+
"rstrip": false,
|
| 1185 |
+
"single_word": false,
|
| 1186 |
+
"special": false
|
| 1187 |
+
},
|
| 1188 |
+
"50408": {
|
| 1189 |
+
"content": "estimates",
|
| 1190 |
+
"lstrip": false,
|
| 1191 |
+
"normalized": true,
|
| 1192 |
+
"rstrip": false,
|
| 1193 |
+
"single_word": false,
|
| 1194 |
+
"special": false
|
| 1195 |
+
},
|
| 1196 |
+
"50409": {
|
| 1197 |
+
"content": "towards",
|
| 1198 |
+
"lstrip": false,
|
| 1199 |
+
"normalized": true,
|
| 1200 |
+
"rstrip": false,
|
| 1201 |
+
"single_word": false,
|
| 1202 |
+
"special": false
|
| 1203 |
+
},
|
| 1204 |
+
"50410": {
|
| 1205 |
+
"content": "Committee",
|
| 1206 |
+
"lstrip": false,
|
| 1207 |
+
"normalized": true,
|
| 1208 |
+
"rstrip": false,
|
| 1209 |
+
"single_word": false,
|
| 1210 |
+
"special": false
|
| 1211 |
+
},
|
| 1212 |
+
"50411": {
|
| 1213 |
+
"content": "seasonal",
|
| 1214 |
+
"lstrip": false,
|
| 1215 |
+
"normalized": true,
|
| 1216 |
+
"rstrip": false,
|
| 1217 |
+
"single_word": false,
|
| 1218 |
+
"special": false
|
| 1219 |
+
},
|
| 1220 |
+
"50412": {
|
| 1221 |
+
"content": "developing",
|
| 1222 |
+
"lstrip": false,
|
| 1223 |
+
"normalized": true,
|
| 1224 |
+
"rstrip": false,
|
| 1225 |
+
"single_word": false,
|
| 1226 |
+
"special": false
|
| 1227 |
+
},
|
| 1228 |
+
"50413": {
|
| 1229 |
+
"content": "particular",
|
| 1230 |
+
"lstrip": false,
|
| 1231 |
+
"normalized": true,
|
| 1232 |
+
"rstrip": false,
|
| 1233 |
+
"single_word": false,
|
| 1234 |
+
"special": false
|
| 1235 |
+
},
|
| 1236 |
+
"50414": {
|
| 1237 |
+
"content": "importance",
|
| 1238 |
+
"lstrip": false,
|
| 1239 |
+
"normalized": true,
|
| 1240 |
+
"rstrip": false,
|
| 1241 |
+
"single_word": false,
|
| 1242 |
+
"special": false
|
| 1243 |
+
},
|
| 1244 |
+
"50415": {
|
| 1245 |
+
"content": "tropical",
|
| 1246 |
+
"lstrip": false,
|
| 1247 |
+
"normalized": true,
|
| 1248 |
+
"rstrip": false,
|
| 1249 |
+
"single_word": false,
|
| 1250 |
+
"special": false
|
| 1251 |
+
},
|
| 1252 |
+
"50416": {
|
| 1253 |
+
"content": "ratio",
|
| 1254 |
+
"lstrip": false,
|
| 1255 |
+
"normalized": true,
|
| 1256 |
+
"rstrip": false,
|
| 1257 |
+
"single_word": false,
|
| 1258 |
+
"special": false
|
| 1259 |
+
},
|
| 1260 |
+
"50417": {
|
| 1261 |
+
"content": "2030",
|
| 1262 |
+
"lstrip": false,
|
| 1263 |
+
"normalized": true,
|
| 1264 |
+
"rstrip": false,
|
| 1265 |
+
"single_word": false,
|
| 1266 |
+
"special": false
|
| 1267 |
+
},
|
| 1268 |
+
"50418": {
|
| 1269 |
+
"content": "composition",
|
| 1270 |
+
"lstrip": false,
|
| 1271 |
+
"normalized": true,
|
| 1272 |
+
"rstrip": false,
|
| 1273 |
+
"single_word": false,
|
| 1274 |
+
"special": false
|
| 1275 |
+
},
|
| 1276 |
+
"50419": {
|
| 1277 |
+
"content": "employees",
|
| 1278 |
+
"lstrip": false,
|
| 1279 |
+
"normalized": true,
|
| 1280 |
+
"rstrip": false,
|
| 1281 |
+
"single_word": false,
|
| 1282 |
+
"special": false
|
| 1283 |
+
},
|
| 1284 |
+
"50420": {
|
| 1285 |
+
"content": "characteristics",
|
| 1286 |
+
"lstrip": false,
|
| 1287 |
+
"normalized": true,
|
| 1288 |
+
"rstrip": false,
|
| 1289 |
+
"single_word": false,
|
| 1290 |
+
"special": false
|
| 1291 |
+
},
|
| 1292 |
+
"50421": {
|
| 1293 |
+
"content": "scenario",
|
| 1294 |
+
"lstrip": false,
|
| 1295 |
+
"normalized": true,
|
| 1296 |
+
"rstrip": false,
|
| 1297 |
+
"single_word": false,
|
| 1298 |
+
"special": false
|
| 1299 |
+
},
|
| 1300 |
+
"50422": {
|
| 1301 |
+
"content": "measurements",
|
| 1302 |
+
"lstrip": false,
|
| 1303 |
+
"normalized": true,
|
| 1304 |
+
"rstrip": false,
|
| 1305 |
+
"single_word": false,
|
| 1306 |
+
"special": false
|
| 1307 |
+
},
|
| 1308 |
+
"50423": {
|
| 1309 |
+
"content": "plans",
|
| 1310 |
+
"lstrip": false,
|
| 1311 |
+
"normalized": true,
|
| 1312 |
+
"rstrip": false,
|
| 1313 |
+
"single_word": false,
|
| 1314 |
+
"special": false
|
| 1315 |
+
},
|
| 1316 |
+
"50424": {
|
| 1317 |
+
"content": "fuels",
|
| 1318 |
+
"lstrip": false,
|
| 1319 |
+
"normalized": true,
|
| 1320 |
+
"rstrip": false,
|
| 1321 |
+
"single_word": false,
|
| 1322 |
+
"special": false
|
| 1323 |
+
},
|
| 1324 |
+
"50425": {
|
| 1325 |
+
"content": "infrastructure",
|
| 1326 |
+
"lstrip": false,
|
| 1327 |
+
"normalized": true,
|
| 1328 |
+
"rstrip": false,
|
| 1329 |
+
"single_word": false,
|
| 1330 |
+
"special": false
|
| 1331 |
+
},
|
| 1332 |
+
"50426": {
|
| 1333 |
+
"content": "overall",
|
| 1334 |
+
"lstrip": false,
|
| 1335 |
+
"normalized": true,
|
| 1336 |
+
"rstrip": false,
|
| 1337 |
+
"single_word": false,
|
| 1338 |
+
"special": false
|
| 1339 |
+
},
|
| 1340 |
+
"50427": {
|
| 1341 |
+
"content": "responses",
|
| 1342 |
+
"lstrip": false,
|
| 1343 |
+
"normalized": true,
|
| 1344 |
+
"rstrip": false,
|
| 1345 |
+
"single_word": false,
|
| 1346 |
+
"special": false
|
| 1347 |
+
},
|
| 1348 |
+
"50428": {
|
| 1349 |
+
"content": "presented",
|
| 1350 |
+
"lstrip": false,
|
| 1351 |
+
"normalized": true,
|
| 1352 |
+
"rstrip": false,
|
| 1353 |
+
"single_word": false,
|
| 1354 |
+
"special": false
|
| 1355 |
+
},
|
| 1356 |
+
"50429": {
|
| 1357 |
+
"content": "least",
|
| 1358 |
+
"lstrip": false,
|
| 1359 |
+
"normalized": true,
|
| 1360 |
+
"rstrip": false,
|
| 1361 |
+
"single_word": false,
|
| 1362 |
+
"special": false
|
| 1363 |
+
},
|
| 1364 |
+
"50430": {
|
| 1365 |
+
"content": "assess",
|
| 1366 |
+
"lstrip": false,
|
| 1367 |
+
"normalized": true,
|
| 1368 |
+
"rstrip": false,
|
| 1369 |
+
"single_word": false,
|
| 1370 |
+
"special": false
|
| 1371 |
+
},
|
| 1372 |
+
"50431": {
|
| 1373 |
+
"content": "diversity",
|
| 1374 |
+
"lstrip": false,
|
| 1375 |
+
"normalized": true,
|
| 1376 |
+
"rstrip": false,
|
| 1377 |
+
"single_word": false,
|
| 1378 |
+
"special": false
|
| 1379 |
+
},
|
| 1380 |
+
"50432": {
|
| 1381 |
+
"content": "periods",
|
| 1382 |
+
"lstrip": false,
|
| 1383 |
+
"normalized": true,
|
| 1384 |
+
"rstrip": false,
|
| 1385 |
+
"single_word": false,
|
| 1386 |
+
"special": false
|
| 1387 |
+
},
|
| 1388 |
+
"50433": {
|
| 1389 |
+
"content": "delta",
|
| 1390 |
+
"lstrip": false,
|
| 1391 |
+
"normalized": true,
|
| 1392 |
+
"rstrip": false,
|
| 1393 |
+
"single_word": false,
|
| 1394 |
+
"special": false
|
| 1395 |
+
},
|
| 1396 |
+
"50434": {
|
| 1397 |
+
"content": "included",
|
| 1398 |
+
"lstrip": false,
|
| 1399 |
+
"normalized": true,
|
| 1400 |
+
"rstrip": false,
|
| 1401 |
+
"single_word": false,
|
| 1402 |
+
"special": false
|
| 1403 |
+
},
|
| 1404 |
+
"50435": {
|
| 1405 |
+
"content": "already",
|
| 1406 |
+
"lstrip": false,
|
| 1407 |
+
"normalized": true,
|
| 1408 |
+
"rstrip": false,
|
| 1409 |
+
"single_word": false,
|
| 1410 |
+
"special": false
|
| 1411 |
+
},
|
| 1412 |
+
"50436": {
|
| 1413 |
+
"content": "targets",
|
| 1414 |
+
"lstrip": false,
|
| 1415 |
+
"normalized": true,
|
| 1416 |
+
"rstrip": false,
|
| 1417 |
+
"single_word": false,
|
| 1418 |
+
"special": false
|
| 1419 |
+
},
|
| 1420 |
+
"50437": {
|
| 1421 |
+
"content": "achieve",
|
| 1422 |
+
"lstrip": false,
|
| 1423 |
+
"normalized": true,
|
| 1424 |
+
"rstrip": false,
|
| 1425 |
+
"single_word": false,
|
| 1426 |
+
"special": false
|
| 1427 |
+
},
|
| 1428 |
+
"50438": {
|
| 1429 |
+
"content": "affect",
|
| 1430 |
+
"lstrip": false,
|
| 1431 |
+
"normalized": true,
|
| 1432 |
+
"rstrip": false,
|
| 1433 |
+
"single_word": false,
|
| 1434 |
+
"special": false
|
| 1435 |
+
},
|
| 1436 |
+
"50439": {
|
| 1437 |
+
"content": "conducted",
|
| 1438 |
+
"lstrip": false,
|
| 1439 |
+
"normalized": true,
|
| 1440 |
+
"rstrip": false,
|
| 1441 |
+
"single_word": false,
|
| 1442 |
+
"special": false
|
| 1443 |
+
},
|
| 1444 |
+
"50440": {
|
| 1445 |
+
"content": "operating",
|
| 1446 |
+
"lstrip": false,
|
| 1447 |
+
"normalized": true,
|
| 1448 |
+
"rstrip": false,
|
| 1449 |
+
"single_word": false,
|
| 1450 |
+
"special": false
|
| 1451 |
+
},
|
| 1452 |
+
"50441": {
|
| 1453 |
+
"content": "populations",
|
| 1454 |
+
"lstrip": false,
|
| 1455 |
+
"normalized": true,
|
| 1456 |
+
"rstrip": false,
|
| 1457 |
+
"single_word": false,
|
| 1458 |
+
"special": false
|
| 1459 |
+
},
|
| 1460 |
+
"50442": {
|
| 1461 |
+
"content": "variations",
|
| 1462 |
+
"lstrip": false,
|
| 1463 |
+
"normalized": true,
|
| 1464 |
+
"rstrip": false,
|
| 1465 |
+
"single_word": false,
|
| 1466 |
+
"special": false
|
| 1467 |
+
},
|
| 1468 |
+
"50443": {
|
| 1469 |
+
"content": "studied",
|
| 1470 |
+
"lstrip": false,
|
| 1471 |
+
"normalized": true,
|
| 1472 |
+
"rstrip": false,
|
| 1473 |
+
"single_word": false,
|
| 1474 |
+
"special": false
|
| 1475 |
+
},
|
| 1476 |
+
"50444": {
|
| 1477 |
+
"content": "additional",
|
| 1478 |
+
"lstrip": false,
|
| 1479 |
+
"normalized": true,
|
| 1480 |
+
"rstrip": false,
|
| 1481 |
+
"single_word": false,
|
| 1482 |
+
"special": false
|
| 1483 |
+
},
|
| 1484 |
+
"50445": {
|
| 1485 |
+
"content": "construction",
|
| 1486 |
+
"lstrip": false,
|
| 1487 |
+
"normalized": true,
|
| 1488 |
+
"rstrip": false,
|
| 1489 |
+
"single_word": false,
|
| 1490 |
+
"special": false
|
| 1491 |
+
},
|
| 1492 |
+
"50446": {
|
| 1493 |
+
"content": "northern",
|
| 1494 |
+
"lstrip": false,
|
| 1495 |
+
"normalized": true,
|
| 1496 |
+
"rstrip": false,
|
| 1497 |
+
"single_word": false,
|
| 1498 |
+
"special": false
|
| 1499 |
+
},
|
| 1500 |
+
"50447": {
|
| 1501 |
+
"content": "variables",
|
| 1502 |
+
"lstrip": false,
|
| 1503 |
+
"normalized": true,
|
| 1504 |
+
"rstrip": false,
|
| 1505 |
+
"single_word": false,
|
| 1506 |
+
"special": false
|
| 1507 |
+
},
|
| 1508 |
+
"50448": {
|
| 1509 |
+
"content": "soils",
|
| 1510 |
+
"lstrip": false,
|
| 1511 |
+
"normalized": true,
|
| 1512 |
+
"rstrip": false,
|
| 1513 |
+
"single_word": false,
|
| 1514 |
+
"special": false
|
| 1515 |
+
},
|
| 1516 |
+
"50449": {
|
| 1517 |
+
"content": "ensure",
|
| 1518 |
+
"lstrip": false,
|
| 1519 |
+
"normalized": true,
|
| 1520 |
+
"rstrip": false,
|
| 1521 |
+
"single_word": false,
|
| 1522 |
+
"special": false
|
| 1523 |
+
},
|
| 1524 |
+
"50450": {
|
| 1525 |
+
"content": "recovery",
|
| 1526 |
+
"lstrip": false,
|
| 1527 |
+
"normalized": true,
|
| 1528 |
+
"rstrip": false,
|
| 1529 |
+
"single_word": false,
|
| 1530 |
+
"special": false
|
| 1531 |
+
},
|
| 1532 |
+
"50451": {
|
| 1533 |
+
"content": "combined",
|
| 1534 |
+
"lstrip": false,
|
| 1535 |
+
"normalized": true,
|
| 1536 |
+
"rstrip": false,
|
| 1537 |
+
"single_word": false,
|
| 1538 |
+
"special": false
|
| 1539 |
+
},
|
| 1540 |
+
"50452": {
|
| 1541 |
+
"content": "decision",
|
| 1542 |
+
"lstrip": false,
|
| 1543 |
+
"normalized": true,
|
| 1544 |
+
"rstrip": false,
|
| 1545 |
+
"single_word": false,
|
| 1546 |
+
"special": false
|
| 1547 |
+
},
|
| 1548 |
+
"50453": {
|
| 1549 |
+
"content": "practices",
|
| 1550 |
+
"lstrip": false,
|
| 1551 |
+
"normalized": true,
|
| 1552 |
+
"rstrip": false,
|
| 1553 |
+
"single_word": false,
|
| 1554 |
+
"special": false
|
| 1555 |
+
},
|
| 1556 |
+
"50454": {
|
| 1557 |
+
"content": "however",
|
| 1558 |
+
"lstrip": false,
|
| 1559 |
+
"normalized": true,
|
| 1560 |
+
"rstrip": false,
|
| 1561 |
+
"single_word": false,
|
| 1562 |
+
"special": false
|
| 1563 |
+
},
|
| 1564 |
+
"50455": {
|
| 1565 |
+
"content": "determined",
|
| 1566 |
+
"lstrip": false,
|
| 1567 |
+
"normalized": true,
|
| 1568 |
+
"rstrip": false,
|
| 1569 |
+
"single_word": false,
|
| 1570 |
+
"special": false
|
| 1571 |
+
},
|
| 1572 |
+
"50456": {
|
| 1573 |
+
"content": "resulting",
|
| 1574 |
+
"lstrip": false,
|
| 1575 |
+
"normalized": true,
|
| 1576 |
+
"rstrip": false,
|
| 1577 |
+
"single_word": false,
|
| 1578 |
+
"special": false
|
| 1579 |
+
},
|
| 1580 |
+
"50457": {
|
| 1581 |
+
"content": "mitigation",
|
| 1582 |
+
"lstrip": false,
|
| 1583 |
+
"normalized": true,
|
| 1584 |
+
"rstrip": false,
|
| 1585 |
+
"single_word": false,
|
| 1586 |
+
"special": false
|
| 1587 |
+
},
|
| 1588 |
+
"50458": {
|
| 1589 |
+
"content": "conservation",
|
| 1590 |
+
"lstrip": false,
|
| 1591 |
+
"normalized": true,
|
| 1592 |
+
"rstrip": false,
|
| 1593 |
+
"single_word": false,
|
| 1594 |
+
"special": false
|
| 1595 |
+
},
|
| 1596 |
+
"50459": {
|
| 1597 |
+
"content": "estimate",
|
| 1598 |
+
"lstrip": false,
|
| 1599 |
+
"normalized": true,
|
| 1600 |
+
"rstrip": false,
|
| 1601 |
+
"single_word": false,
|
| 1602 |
+
"special": false
|
| 1603 |
+
},
|
| 1604 |
+
"50460": {
|
| 1605 |
+
"content": "identify",
|
| 1606 |
+
"lstrip": false,
|
| 1607 |
+
"normalized": true,
|
| 1608 |
+
"rstrip": false,
|
| 1609 |
+
"single_word": false,
|
| 1610 |
+
"special": false
|
| 1611 |
+
},
|
| 1612 |
+
"50461": {
|
| 1613 |
+
"content": "observations",
|
| 1614 |
+
"lstrip": false,
|
| 1615 |
+
"normalized": true,
|
| 1616 |
+
"rstrip": false,
|
| 1617 |
+
"single_word": false,
|
| 1618 |
+
"special": false
|
| 1619 |
+
},
|
| 1620 |
+
"50462": {
|
| 1621 |
+
"content": "losses",
|
| 1622 |
+
"lstrip": false,
|
| 1623 |
+
"normalized": true,
|
| 1624 |
+
"rstrip": false,
|
| 1625 |
+
"single_word": false,
|
| 1626 |
+
"special": false
|
| 1627 |
+
},
|
| 1628 |
+
"50463": {
|
| 1629 |
+
"content": "productivity",
|
| 1630 |
+
"lstrip": false,
|
| 1631 |
+
"normalized": true,
|
| 1632 |
+
"rstrip": false,
|
| 1633 |
+
"single_word": false,
|
| 1634 |
+
"special": false
|
| 1635 |
+
},
|
| 1636 |
+
"50464": {
|
| 1637 |
+
"content": "agreement",
|
| 1638 |
+
"lstrip": false,
|
| 1639 |
+
"normalized": true,
|
| 1640 |
+
"rstrip": false,
|
| 1641 |
+
"single_word": false,
|
| 1642 |
+
"special": false
|
| 1643 |
+
},
|
| 1644 |
+
"50465": {
|
| 1645 |
+
"content": "monitoring",
|
| 1646 |
+
"lstrip": false,
|
| 1647 |
+
"normalized": true,
|
| 1648 |
+
"rstrip": false,
|
| 1649 |
+
"single_word": false,
|
| 1650 |
+
"special": false
|
| 1651 |
+
},
|
| 1652 |
+
"50466": {
|
| 1653 |
+
"content": "investments",
|
| 1654 |
+
"lstrip": false,
|
| 1655 |
+
"normalized": true,
|
| 1656 |
+
"rstrip": false,
|
| 1657 |
+
"single_word": false,
|
| 1658 |
+
"special": false
|
| 1659 |
+
},
|
| 1660 |
+
"50467": {
|
| 1661 |
+
"content": "pollution",
|
| 1662 |
+
"lstrip": false,
|
| 1663 |
+
"normalized": true,
|
| 1664 |
+
"rstrip": false,
|
| 1665 |
+
"single_word": false,
|
| 1666 |
+
"special": false
|
| 1667 |
+
},
|
| 1668 |
+
"50468": {
|
| 1669 |
+
"content": "contribution",
|
| 1670 |
+
"lstrip": false,
|
| 1671 |
+
"normalized": true,
|
| 1672 |
+
"rstrip": false,
|
| 1673 |
+
"single_word": false,
|
| 1674 |
+
"special": false
|
| 1675 |
+
},
|
| 1676 |
+
"50469": {
|
| 1677 |
+
"content": "opportunities",
|
| 1678 |
+
"lstrip": false,
|
| 1679 |
+
"normalized": true,
|
| 1680 |
+
"rstrip": false,
|
| 1681 |
+
"single_word": false,
|
| 1682 |
+
"special": false
|
| 1683 |
+
},
|
| 1684 |
+
"50470": {
|
| 1685 |
+
"content": "simulations",
|
| 1686 |
+
"lstrip": false,
|
| 1687 |
+
"normalized": true,
|
| 1688 |
+
"rstrip": false,
|
| 1689 |
+
"single_word": false,
|
| 1690 |
+
"special": false
|
| 1691 |
+
},
|
| 1692 |
+
"50471": {
|
| 1693 |
+
"content": "gases",
|
| 1694 |
+
"lstrip": false,
|
| 1695 |
+
"normalized": true,
|
| 1696 |
+
"rstrip": false,
|
| 1697 |
+
"single_word": false,
|
| 1698 |
+
"special": false
|
| 1699 |
+
},
|
| 1700 |
+
"50472": {
|
| 1701 |
+
"content": "statements",
|
| 1702 |
+
"lstrip": false,
|
| 1703 |
+
"normalized": true,
|
| 1704 |
+
"rstrip": false,
|
| 1705 |
+
"single_word": false,
|
| 1706 |
+
"special": false
|
| 1707 |
+
},
|
| 1708 |
+
"50473": {
|
| 1709 |
+
"content": "planning",
|
| 1710 |
+
"lstrip": false,
|
| 1711 |
+
"normalized": true,
|
| 1712 |
+
"rstrip": false,
|
| 1713 |
+
"single_word": false,
|
| 1714 |
+
"special": false
|
| 1715 |
+
},
|
| 1716 |
+
"50474": {
|
| 1717 |
+
"content": "shares",
|
| 1718 |
+
"lstrip": false,
|
| 1719 |
+
"normalized": true,
|
| 1720 |
+
"rstrip": false,
|
| 1721 |
+
"single_word": false,
|
| 1722 |
+
"special": false
|
| 1723 |
+
},
|
| 1724 |
+
"50475": {
|
| 1725 |
+
"content": "sediment",
|
| 1726 |
+
"lstrip": false,
|
| 1727 |
+
"normalized": true,
|
| 1728 |
+
"rstrip": false,
|
| 1729 |
+
"single_word": false,
|
| 1730 |
+
"special": false
|
| 1731 |
+
},
|
| 1732 |
+
"50476": {
|
| 1733 |
+
"content": "flux",
|
| 1734 |
+
"lstrip": false,
|
| 1735 |
+
"normalized": true,
|
| 1736 |
+
"rstrip": false,
|
| 1737 |
+
"single_word": false,
|
| 1738 |
+
"special": false
|
| 1739 |
+
},
|
| 1740 |
+
"50477": {
|
| 1741 |
+
"content": "requirements",
|
| 1742 |
+
"lstrip": false,
|
| 1743 |
+
"normalized": true,
|
| 1744 |
+
"rstrip": false,
|
| 1745 |
+
"single_word": false,
|
| 1746 |
+
"special": false
|
| 1747 |
+
},
|
| 1748 |
+
"50478": {
|
| 1749 |
+
"content": "trees",
|
| 1750 |
+
"lstrip": false,
|
| 1751 |
+
"normalized": true,
|
| 1752 |
+
"rstrip": false,
|
| 1753 |
+
"single_word": false,
|
| 1754 |
+
"special": false
|
| 1755 |
+
},
|
| 1756 |
+
"50479": {
|
| 1757 |
+
"content": "temporal",
|
| 1758 |
+
"lstrip": false,
|
| 1759 |
+
"normalized": true,
|
| 1760 |
+
"rstrip": false,
|
| 1761 |
+
"single_word": false,
|
| 1762 |
+
"special": false
|
| 1763 |
+
},
|
| 1764 |
+
"50480": {
|
| 1765 |
+
"content": "determine",
|
| 1766 |
+
"lstrip": false,
|
| 1767 |
+
"normalized": true,
|
| 1768 |
+
"rstrip": false,
|
| 1769 |
+
"single_word": false,
|
| 1770 |
+
"special": false
|
| 1771 |
+
},
|
| 1772 |
+
"50481": {
|
| 1773 |
+
"content": "southern",
|
| 1774 |
+
"lstrip": false,
|
| 1775 |
+
"normalized": true,
|
| 1776 |
+
"rstrip": false,
|
| 1777 |
+
"single_word": false,
|
| 1778 |
+
"special": false
|
| 1779 |
+
},
|
| 1780 |
+
"50482": {
|
| 1781 |
+
"content": "previous",
|
| 1782 |
+
"lstrip": false,
|
| 1783 |
+
"normalized": true,
|
| 1784 |
+
"rstrip": false,
|
| 1785 |
+
"single_word": false,
|
| 1786 |
+
"special": false
|
| 1787 |
+
},
|
| 1788 |
+
"50483": {
|
| 1789 |
+
"content": "integrated",
|
| 1790 |
+
"lstrip": false,
|
| 1791 |
+
"normalized": true,
|
| 1792 |
+
"rstrip": false,
|
| 1793 |
+
"single_word": false,
|
| 1794 |
+
"special": false
|
| 1795 |
+
},
|
| 1796 |
+
"50484": {
|
| 1797 |
+
"content": "relatively",
|
| 1798 |
+
"lstrip": false,
|
| 1799 |
+
"normalized": true,
|
| 1800 |
+
"rstrip": false,
|
| 1801 |
+
"single_word": false,
|
| 1802 |
+
"special": false
|
| 1803 |
+
},
|
| 1804 |
+
"50485": {
|
| 1805 |
+
"content": "analyses",
|
| 1806 |
+
"lstrip": false,
|
| 1807 |
+
"normalized": true,
|
| 1808 |
+
"rstrip": false,
|
| 1809 |
+
"single_word": false,
|
| 1810 |
+
"special": false
|
| 1811 |
+
},
|
| 1812 |
+
"50486": {
|
| 1813 |
+
"content": "means",
|
| 1814 |
+
"lstrip": false,
|
| 1815 |
+
"normalized": true,
|
| 1816 |
+
"rstrip": false,
|
| 1817 |
+
"single_word": false,
|
| 1818 |
+
"special": false
|
| 1819 |
+
},
|
| 1820 |
+
"50487": {
|
| 1821 |
+
"content": "2050",
|
| 1822 |
+
"lstrip": false,
|
| 1823 |
+
"normalized": true,
|
| 1824 |
+
"rstrip": false,
|
| 1825 |
+
"single_word": false,
|
| 1826 |
+
"special": false
|
| 1827 |
+
},
|
| 1828 |
+
"50488": {
|
| 1829 |
+
"content": "”",
|
| 1830 |
+
"lstrip": false,
|
| 1831 |
+
"normalized": true,
|
| 1832 |
+
"rstrip": false,
|
| 1833 |
+
"single_word": false,
|
| 1834 |
+
"special": false
|
| 1835 |
+
},
|
| 1836 |
+
"50489": {
|
| 1837 |
+
"content": "uncertainty",
|
| 1838 |
+
"lstrip": false,
|
| 1839 |
+
"normalized": true,
|
| 1840 |
+
"rstrip": false,
|
| 1841 |
+
"single_word": false,
|
| 1842 |
+
"special": false
|
| 1843 |
+
},
|
| 1844 |
+
"50490": {
|
| 1845 |
+
"content": "pandemic",
|
| 1846 |
+
"lstrip": false,
|
| 1847 |
+
"normalized": true,
|
| 1848 |
+
"rstrip": false,
|
| 1849 |
+
"single_word": false,
|
| 1850 |
+
"special": false
|
| 1851 |
+
},
|
| 1852 |
+
"50491": {
|
| 1853 |
+
"content": "fluxes",
|
| 1854 |
+
"lstrip": false,
|
| 1855 |
+
"normalized": true,
|
| 1856 |
+
"rstrip": false,
|
| 1857 |
+
"single_word": false,
|
| 1858 |
+
"special": false
|
| 1859 |
+
},
|
| 1860 |
+
"50492": {
|
| 1861 |
+
"content": "findings",
|
| 1862 |
+
"lstrip": false,
|
| 1863 |
+
"normalized": true,
|
| 1864 |
+
"rstrip": false,
|
| 1865 |
+
"single_word": false,
|
| 1866 |
+
"special": false
|
| 1867 |
+
},
|
| 1868 |
+
"50493": {
|
| 1869 |
+
"content": "moisture",
|
| 1870 |
+
"lstrip": false,
|
| 1871 |
+
"normalized": true,
|
| 1872 |
+
"rstrip": false,
|
| 1873 |
+
"single_word": false,
|
| 1874 |
+
"special": false
|
| 1875 |
+
},
|
| 1876 |
+
"50494": {
|
| 1877 |
+
"content": "consistent",
|
| 1878 |
+
"lstrip": false,
|
| 1879 |
+
"normalized": true,
|
| 1880 |
+
"rstrip": false,
|
| 1881 |
+
"single_word": false,
|
| 1882 |
+
"special": false
|
| 1883 |
+
},
|
| 1884 |
+
"50495": {
|
| 1885 |
+
"content": "decades",
|
| 1886 |
+
"lstrip": false,
|
| 1887 |
+
"normalized": true,
|
| 1888 |
+
"rstrip": false,
|
| 1889 |
+
"single_word": false,
|
| 1890 |
+
"special": false
|
| 1891 |
+
},
|
| 1892 |
+
"50496": {
|
| 1893 |
+
"content": "snow",
|
| 1894 |
+
"lstrip": false,
|
| 1895 |
+
"normalized": true,
|
| 1896 |
+
"rstrip": false,
|
| 1897 |
+
"single_word": false,
|
| 1898 |
+
"special": false
|
| 1899 |
+
},
|
| 1900 |
+
"50497": {
|
| 1901 |
+
"content": "performed",
|
| 1902 |
+
"lstrip": false,
|
| 1903 |
+
"normalized": true,
|
| 1904 |
+
"rstrip": false,
|
| 1905 |
+
"single_word": false,
|
| 1906 |
+
"special": false
|
| 1907 |
+
},
|
| 1908 |
+
"50498": {
|
| 1909 |
+
"content": "contribute",
|
| 1910 |
+
"lstrip": false,
|
| 1911 |
+
"normalized": true,
|
| 1912 |
+
"rstrip": false,
|
| 1913 |
+
"single_word": false,
|
| 1914 |
+
"special": false
|
| 1915 |
+
},
|
| 1916 |
+
"50499": {
|
| 1917 |
+
"content": "crisis",
|
| 1918 |
+
"lstrip": false,
|
| 1919 |
+
"normalized": true,
|
| 1920 |
+
"rstrip": false,
|
| 1921 |
+
"single_word": false,
|
| 1922 |
+
"special": false
|
| 1923 |
+
}
|
| 1924 |
+
},
|
| 1925 |
+
"bos_token": "<s>",
|
| 1926 |
+
"clean_up_tokenization_spaces": true,
|
| 1927 |
+
"cls_token": "<s>",
|
| 1928 |
+
"eos_token": "</s>",
|
| 1929 |
+
"errors": "replace",
|
| 1930 |
+
"mask_token": "<mask>",
|
| 1931 |
+
"model_max_length": 512,
|
| 1932 |
+
"pad_token": "<pad>",
|
| 1933 |
+
"sep_token": "</s>",
|
| 1934 |
+
"tokenizer_class": "RobertaTokenizer",
|
| 1935 |
+
"trim_offsets": true,
|
| 1936 |
+
"unk_token": "<unk>"
|
| 1937 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:985117477d3167c4e30a76f3ad78d5db334a7ec2e5dbc8d3ae443483ca87234d
|
| 3 |
+
size 5048
|
training_params.json
ADDED
|
@@ -0,0 +1,30 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"data_path": "strategytransitionplanv1/autotrain-data",
|
| 3 |
+
"model": "climatebert/distilroberta-base-climate-f",
|
| 4 |
+
"lr": 1e-05,
|
| 5 |
+
"epochs": 5,
|
| 6 |
+
"max_seq_length": 512,
|
| 7 |
+
"batch_size": 8,
|
| 8 |
+
"warmup_ratio": 0.1,
|
| 9 |
+
"gradient_accumulation": 1,
|
| 10 |
+
"optimizer": "adamw_torch",
|
| 11 |
+
"scheduler": "linear",
|
| 12 |
+
"weight_decay": 0.01,
|
| 13 |
+
"max_grad_norm": 1.0,
|
| 14 |
+
"seed": 42,
|
| 15 |
+
"train_split": "train",
|
| 16 |
+
"valid_split": "validation",
|
| 17 |
+
"text_column": "autotrain_text",
|
| 18 |
+
"target_column": "autotrain_label",
|
| 19 |
+
"logging_steps": -1,
|
| 20 |
+
"project_name": "strategytransitionplanv1",
|
| 21 |
+
"auto_find_batch_size": false,
|
| 22 |
+
"mixed_precision": "fp16",
|
| 23 |
+
"save_total_limit": 1,
|
| 24 |
+
"push_to_hub": true,
|
| 25 |
+
"evaluation_strategy": "epoch",
|
| 26 |
+
"username": "lomov",
|
| 27 |
+
"log": "tensorboard",
|
| 28 |
+
"early_stopping_patience": 5,
|
| 29 |
+
"early_stopping_threshold": 0.01
|
| 30 |
+
}
|
vocab.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|