add model files
Browse files- config.json +47 -0
- pytorch_model.bin +3 -0
- rng_state.pth +3 -0
- special_tokens_map.json +44 -0
- tokenizer_config.json +54 -0
- trainer_state.json +592 -0
- training_args.bin +3 -0
config.json
ADDED
@@ -0,0 +1,47 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "./checkpoint-57102/",
|
3 |
+
"architectures": [
|
4 |
+
"TaatikModel"
|
5 |
+
],
|
6 |
+
"attention_probs_dropout_prob": 0.1,
|
7 |
+
"bos_token_id": 57344,
|
8 |
+
"downsampling_rate": 4,
|
9 |
+
"eos_token_id": 57345,
|
10 |
+
"hidden_act": "gelu",
|
11 |
+
"hidden_dropout_prob": 0.1,
|
12 |
+
"hidden_size": 768,
|
13 |
+
"id2label": {
|
14 |
+
"0": "LABEL_0",
|
15 |
+
"1": "LABEL_1",
|
16 |
+
"2": "LABEL_2",
|
17 |
+
"3": "LABEL_3",
|
18 |
+
"4": "LABEL_4",
|
19 |
+
"5": "LABEL_5",
|
20 |
+
"6": "LABEL_6"
|
21 |
+
},
|
22 |
+
"initializer_range": 0.02,
|
23 |
+
"intermediate_size": 3072,
|
24 |
+
"label2id": {
|
25 |
+
"LABEL_0": 0,
|
26 |
+
"LABEL_1": 1,
|
27 |
+
"LABEL_2": 2,
|
28 |
+
"LABEL_3": 3,
|
29 |
+
"LABEL_4": 4,
|
30 |
+
"LABEL_5": 5,
|
31 |
+
"LABEL_6": 6
|
32 |
+
},
|
33 |
+
"layer_norm_eps": 1e-12,
|
34 |
+
"local_transformer_stride": 128,
|
35 |
+
"max_position_embeddings": 16384,
|
36 |
+
"model_type": "canine",
|
37 |
+
"num_attention_heads": 12,
|
38 |
+
"num_hash_buckets": 16384,
|
39 |
+
"num_hash_functions": 8,
|
40 |
+
"num_hidden_layers": 12,
|
41 |
+
"pad_token_id": 0,
|
42 |
+
"torch_dtype": "float32",
|
43 |
+
"transformers_version": "4.29.2",
|
44 |
+
"type_vocab_size": 16,
|
45 |
+
"upsampling_kernel_size": 4,
|
46 |
+
"use_cache": true
|
47 |
+
}
|
pytorch_model.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:4dd8cc4a5698f1d45b2423b8651687249a0118b7f3ebd299a01b88b699f95b96
|
3 |
+
size 528570097
|
rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:b9e97b92004128ef13af1ba63ee0b6bdf2c13202ddb3a64fd68a085b6005909e
|
3 |
+
size 14575
|
special_tokens_map.json
ADDED
@@ -0,0 +1,44 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"bos_token": {
|
3 |
+
"content": "",
|
4 |
+
"lstrip": false,
|
5 |
+
"normalized": true,
|
6 |
+
"rstrip": false,
|
7 |
+
"single_word": false
|
8 |
+
},
|
9 |
+
"cls_token": {
|
10 |
+
"content": "",
|
11 |
+
"lstrip": false,
|
12 |
+
"normalized": true,
|
13 |
+
"rstrip": false,
|
14 |
+
"single_word": false
|
15 |
+
},
|
16 |
+
"eos_token": {
|
17 |
+
"content": "",
|
18 |
+
"lstrip": false,
|
19 |
+
"normalized": true,
|
20 |
+
"rstrip": false,
|
21 |
+
"single_word": false
|
22 |
+
},
|
23 |
+
"mask_token": {
|
24 |
+
"content": "",
|
25 |
+
"lstrip": true,
|
26 |
+
"normalized": true,
|
27 |
+
"rstrip": false,
|
28 |
+
"single_word": false
|
29 |
+
},
|
30 |
+
"pad_token": {
|
31 |
+
"content": "\u0000",
|
32 |
+
"lstrip": false,
|
33 |
+
"normalized": true,
|
34 |
+
"rstrip": false,
|
35 |
+
"single_word": false
|
36 |
+
},
|
37 |
+
"sep_token": {
|
38 |
+
"content": "",
|
39 |
+
"lstrip": false,
|
40 |
+
"normalized": true,
|
41 |
+
"rstrip": false,
|
42 |
+
"single_word": false
|
43 |
+
}
|
44 |
+
}
|
tokenizer_config.json
ADDED
@@ -0,0 +1,54 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"add_prefix_space": false,
|
3 |
+
"bos_token": {
|
4 |
+
"__type": "AddedToken",
|
5 |
+
"content": "",
|
6 |
+
"lstrip": false,
|
7 |
+
"normalized": true,
|
8 |
+
"rstrip": false,
|
9 |
+
"single_word": false
|
10 |
+
},
|
11 |
+
"clean_up_tokenization_spaces": true,
|
12 |
+
"cls_token": {
|
13 |
+
"__type": "AddedToken",
|
14 |
+
"content": "",
|
15 |
+
"lstrip": false,
|
16 |
+
"normalized": true,
|
17 |
+
"rstrip": false,
|
18 |
+
"single_word": false
|
19 |
+
},
|
20 |
+
"eos_token": {
|
21 |
+
"__type": "AddedToken",
|
22 |
+
"content": "",
|
23 |
+
"lstrip": false,
|
24 |
+
"normalized": true,
|
25 |
+
"rstrip": false,
|
26 |
+
"single_word": false
|
27 |
+
},
|
28 |
+
"mask_token": {
|
29 |
+
"__type": "AddedToken",
|
30 |
+
"content": "",
|
31 |
+
"lstrip": true,
|
32 |
+
"normalized": true,
|
33 |
+
"rstrip": false,
|
34 |
+
"single_word": false
|
35 |
+
},
|
36 |
+
"model_max_length": 2048,
|
37 |
+
"pad_token": {
|
38 |
+
"__type": "AddedToken",
|
39 |
+
"content": "\u0000",
|
40 |
+
"lstrip": false,
|
41 |
+
"normalized": true,
|
42 |
+
"rstrip": false,
|
43 |
+
"single_word": false
|
44 |
+
},
|
45 |
+
"sep_token": {
|
46 |
+
"__type": "AddedToken",
|
47 |
+
"content": "",
|
48 |
+
"lstrip": false,
|
49 |
+
"normalized": true,
|
50 |
+
"rstrip": false,
|
51 |
+
"single_word": false
|
52 |
+
},
|
53 |
+
"tokenizer_class": "CanineTokenizer"
|
54 |
+
}
|
trainer_state.json
ADDED
@@ -0,0 +1,592 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": null,
|
3 |
+
"best_model_checkpoint": null,
|
4 |
+
"epoch": 10.999912914743534,
|
5 |
+
"global_step": 31578,
|
6 |
+
"is_hyper_param_search": false,
|
7 |
+
"is_local_process_zero": true,
|
8 |
+
"is_world_process_zero": true,
|
9 |
+
"log_history": [
|
10 |
+
{
|
11 |
+
"epoch": 0.17,
|
12 |
+
"learning_rate": 4.9419279907084783e-05,
|
13 |
+
"loss": 0.0381,
|
14 |
+
"step": 500
|
15 |
+
},
|
16 |
+
{
|
17 |
+
"epoch": 0.35,
|
18 |
+
"learning_rate": 4.883855981416957e-05,
|
19 |
+
"loss": 0.0241,
|
20 |
+
"step": 1000
|
21 |
+
},
|
22 |
+
{
|
23 |
+
"epoch": 0.52,
|
24 |
+
"learning_rate": 4.825783972125435e-05,
|
25 |
+
"loss": 0.022,
|
26 |
+
"step": 1500
|
27 |
+
},
|
28 |
+
{
|
29 |
+
"epoch": 0.7,
|
30 |
+
"learning_rate": 4.767711962833915e-05,
|
31 |
+
"loss": 0.0207,
|
32 |
+
"step": 2000
|
33 |
+
},
|
34 |
+
{
|
35 |
+
"epoch": 0.87,
|
36 |
+
"learning_rate": 4.709639953542393e-05,
|
37 |
+
"loss": 0.0199,
|
38 |
+
"step": 2500
|
39 |
+
},
|
40 |
+
{
|
41 |
+
"epoch": 1.0,
|
42 |
+
"eval_accuracy": 0.9726582157682948,
|
43 |
+
"eval_f1_HIRIQ": 0.7791055764551668,
|
44 |
+
"eval_f1_HOLAM": 0.6713693875265927,
|
45 |
+
"eval_f1_KUBUTZ": 0.7119160348309771,
|
46 |
+
"eval_f1_PATACH": 0.851339663936741,
|
47 |
+
"eval_f1_SHADDA": 0.8292565235143462,
|
48 |
+
"eval_f1_SHVA": 0.8089031685917613,
|
49 |
+
"eval_f1_TSERE": 0.7485289696344972,
|
50 |
+
"eval_loss": 0.013756499625742435,
|
51 |
+
"eval_macro_f1": 0.7714884749271546,
|
52 |
+
"eval_micro_f1": 0.8119978846741942,
|
53 |
+
"eval_runtime": 51.0176,
|
54 |
+
"eval_samples_per_second": 750.232,
|
55 |
+
"eval_steps_per_second": 7.507,
|
56 |
+
"step": 2870
|
57 |
+
},
|
58 |
+
{
|
59 |
+
"epoch": 1.05,
|
60 |
+
"learning_rate": 4.6515679442508716e-05,
|
61 |
+
"loss": 0.0189,
|
62 |
+
"step": 3000
|
63 |
+
},
|
64 |
+
{
|
65 |
+
"epoch": 1.22,
|
66 |
+
"learning_rate": 4.59349593495935e-05,
|
67 |
+
"loss": 0.0177,
|
68 |
+
"step": 3500
|
69 |
+
},
|
70 |
+
{
|
71 |
+
"epoch": 1.39,
|
72 |
+
"learning_rate": 4.5354239256678285e-05,
|
73 |
+
"loss": 0.0174,
|
74 |
+
"step": 4000
|
75 |
+
},
|
76 |
+
{
|
77 |
+
"epoch": 1.57,
|
78 |
+
"learning_rate": 4.4773519163763066e-05,
|
79 |
+
"loss": 0.0172,
|
80 |
+
"step": 4500
|
81 |
+
},
|
82 |
+
{
|
83 |
+
"epoch": 1.74,
|
84 |
+
"learning_rate": 4.4192799070847854e-05,
|
85 |
+
"loss": 0.0167,
|
86 |
+
"step": 5000
|
87 |
+
},
|
88 |
+
{
|
89 |
+
"epoch": 1.92,
|
90 |
+
"learning_rate": 4.361207897793264e-05,
|
91 |
+
"loss": 0.0166,
|
92 |
+
"step": 5500
|
93 |
+
},
|
94 |
+
{
|
95 |
+
"epoch": 2.0,
|
96 |
+
"eval_accuracy": 0.9761089815978242,
|
97 |
+
"eval_f1_HIRIQ": 0.8106474124231328,
|
98 |
+
"eval_f1_HOLAM": 0.7086283185840708,
|
99 |
+
"eval_f1_KUBUTZ": 0.7472128945601075,
|
100 |
+
"eval_f1_PATACH": 0.8701410253039187,
|
101 |
+
"eval_f1_SHADDA": 0.8522099185169709,
|
102 |
+
"eval_f1_SHVA": 0.8329891346774823,
|
103 |
+
"eval_f1_TSERE": 0.7836281031964952,
|
104 |
+
"eval_loss": 0.012357393279671669,
|
105 |
+
"eval_macro_f1": 0.8007795438945969,
|
106 |
+
"eval_micro_f1": 0.8363289062525998,
|
107 |
+
"eval_runtime": 52.8127,
|
108 |
+
"eval_samples_per_second": 724.731,
|
109 |
+
"eval_steps_per_second": 7.252,
|
110 |
+
"step": 5741
|
111 |
+
},
|
112 |
+
{
|
113 |
+
"epoch": 2.09,
|
114 |
+
"learning_rate": 4.303135888501742e-05,
|
115 |
+
"loss": 0.0157,
|
116 |
+
"step": 6000
|
117 |
+
},
|
118 |
+
{
|
119 |
+
"epoch": 2.26,
|
120 |
+
"learning_rate": 4.245063879210221e-05,
|
121 |
+
"loss": 0.0151,
|
122 |
+
"step": 6500
|
123 |
+
},
|
124 |
+
{
|
125 |
+
"epoch": 2.44,
|
126 |
+
"learning_rate": 4.186991869918699e-05,
|
127 |
+
"loss": 0.015,
|
128 |
+
"step": 7000
|
129 |
+
},
|
130 |
+
{
|
131 |
+
"epoch": 2.61,
|
132 |
+
"learning_rate": 4.128919860627178e-05,
|
133 |
+
"loss": 0.0148,
|
134 |
+
"step": 7500
|
135 |
+
},
|
136 |
+
{
|
137 |
+
"epoch": 2.79,
|
138 |
+
"learning_rate": 4.070847851335656e-05,
|
139 |
+
"loss": 0.0148,
|
140 |
+
"step": 8000
|
141 |
+
},
|
142 |
+
{
|
143 |
+
"epoch": 2.96,
|
144 |
+
"learning_rate": 4.012775842044135e-05,
|
145 |
+
"loss": 0.0147,
|
146 |
+
"step": 8500
|
147 |
+
},
|
148 |
+
{
|
149 |
+
"epoch": 3.0,
|
150 |
+
"eval_accuracy": 0.9780662605569959,
|
151 |
+
"eval_f1_HIRIQ": 0.8294876571557304,
|
152 |
+
"eval_f1_HOLAM": 0.7245056654076871,
|
153 |
+
"eval_f1_KUBUTZ": 0.7711184824965379,
|
154 |
+
"eval_f1_PATACH": 0.8810396563640023,
|
155 |
+
"eval_f1_SHADDA": 0.8664105216491798,
|
156 |
+
"eval_f1_SHVA": 0.8441380510188548,
|
157 |
+
"eval_f1_TSERE": 0.7970168612191959,
|
158 |
+
"eval_loss": 0.011536195874214172,
|
159 |
+
"eval_macro_f1": 0.8162452707587411,
|
160 |
+
"eval_micro_f1": 0.8498705967528521,
|
161 |
+
"eval_runtime": 54.0777,
|
162 |
+
"eval_samples_per_second": 707.778,
|
163 |
+
"eval_steps_per_second": 7.082,
|
164 |
+
"step": 8612
|
165 |
+
},
|
166 |
+
{
|
167 |
+
"epoch": 3.14,
|
168 |
+
"learning_rate": 3.9547038327526136e-05,
|
169 |
+
"loss": 0.0137,
|
170 |
+
"step": 9000
|
171 |
+
},
|
172 |
+
{
|
173 |
+
"epoch": 3.31,
|
174 |
+
"learning_rate": 3.8966318234610924e-05,
|
175 |
+
"loss": 0.0134,
|
176 |
+
"step": 9500
|
177 |
+
},
|
178 |
+
{
|
179 |
+
"epoch": 3.48,
|
180 |
+
"learning_rate": 3.8385598141695705e-05,
|
181 |
+
"loss": 0.0135,
|
182 |
+
"step": 10000
|
183 |
+
},
|
184 |
+
{
|
185 |
+
"epoch": 3.66,
|
186 |
+
"learning_rate": 3.780487804878049e-05,
|
187 |
+
"loss": 0.0135,
|
188 |
+
"step": 10500
|
189 |
+
},
|
190 |
+
{
|
191 |
+
"epoch": 3.83,
|
192 |
+
"learning_rate": 3.7224157955865274e-05,
|
193 |
+
"loss": 0.0132,
|
194 |
+
"step": 11000
|
195 |
+
},
|
196 |
+
{
|
197 |
+
"epoch": 4.0,
|
198 |
+
"eval_accuracy": 0.9792273312868799,
|
199 |
+
"eval_f1_HIRIQ": 0.8373507327062703,
|
200 |
+
"eval_f1_HOLAM": 0.7442917433178227,
|
201 |
+
"eval_f1_KUBUTZ": 0.7827533265097235,
|
202 |
+
"eval_f1_PATACH": 0.8867928661237257,
|
203 |
+
"eval_f1_SHADDA": 0.8725204092940786,
|
204 |
+
"eval_f1_SHVA": 0.8508812530764879,
|
205 |
+
"eval_f1_TSERE": 0.801735428945645,
|
206 |
+
"eval_loss": 0.010950990952551365,
|
207 |
+
"eval_macro_f1": 0.8251893942819649,
|
208 |
+
"eval_micro_f1": 0.8567964095958783,
|
209 |
+
"eval_runtime": 52.4162,
|
210 |
+
"eval_samples_per_second": 730.213,
|
211 |
+
"eval_steps_per_second": 7.307,
|
212 |
+
"step": 11483
|
213 |
+
},
|
214 |
+
{
|
215 |
+
"epoch": 4.01,
|
216 |
+
"learning_rate": 3.664343786295006e-05,
|
217 |
+
"loss": 0.0131,
|
218 |
+
"step": 11500
|
219 |
+
},
|
220 |
+
{
|
221 |
+
"epoch": 4.18,
|
222 |
+
"learning_rate": 3.606271777003484e-05,
|
223 |
+
"loss": 0.0122,
|
224 |
+
"step": 12000
|
225 |
+
},
|
226 |
+
{
|
227 |
+
"epoch": 4.35,
|
228 |
+
"learning_rate": 3.548199767711963e-05,
|
229 |
+
"loss": 0.0122,
|
230 |
+
"step": 12500
|
231 |
+
},
|
232 |
+
{
|
233 |
+
"epoch": 4.53,
|
234 |
+
"learning_rate": 3.490127758420442e-05,
|
235 |
+
"loss": 0.0123,
|
236 |
+
"step": 13000
|
237 |
+
},
|
238 |
+
{
|
239 |
+
"epoch": 4.7,
|
240 |
+
"learning_rate": 3.43205574912892e-05,
|
241 |
+
"loss": 0.0122,
|
242 |
+
"step": 13500
|
243 |
+
},
|
244 |
+
{
|
245 |
+
"epoch": 4.88,
|
246 |
+
"learning_rate": 3.373983739837399e-05,
|
247 |
+
"loss": 0.0122,
|
248 |
+
"step": 14000
|
249 |
+
},
|
250 |
+
{
|
251 |
+
"epoch": 5.0,
|
252 |
+
"eval_accuracy": 0.9799653269288884,
|
253 |
+
"eval_f1_HIRIQ": 0.8439961236895427,
|
254 |
+
"eval_f1_HOLAM": 0.7499999999999999,
|
255 |
+
"eval_f1_KUBUTZ": 0.7890396727485228,
|
256 |
+
"eval_f1_PATACH": 0.8902453557194496,
|
257 |
+
"eval_f1_SHADDA": 0.8791103582869978,
|
258 |
+
"eval_f1_SHVA": 0.8568982423275623,
|
259 |
+
"eval_f1_TSERE": 0.8086938522045125,
|
260 |
+
"eval_loss": 0.010681645944714546,
|
261 |
+
"eval_macro_f1": 0.8311405149966554,
|
262 |
+
"eval_micro_f1": 0.8620291101643662,
|
263 |
+
"eval_runtime": 49.3354,
|
264 |
+
"eval_samples_per_second": 775.812,
|
265 |
+
"eval_steps_per_second": 7.763,
|
266 |
+
"step": 14353
|
267 |
+
},
|
268 |
+
{
|
269 |
+
"epoch": 5.05,
|
270 |
+
"learning_rate": 3.315911730545877e-05,
|
271 |
+
"loss": 0.012,
|
272 |
+
"step": 14500
|
273 |
+
},
|
274 |
+
{
|
275 |
+
"epoch": 5.23,
|
276 |
+
"learning_rate": 3.2578397212543556e-05,
|
277 |
+
"loss": 0.011,
|
278 |
+
"step": 15000
|
279 |
+
},
|
280 |
+
{
|
281 |
+
"epoch": 5.4,
|
282 |
+
"learning_rate": 3.199767711962834e-05,
|
283 |
+
"loss": 0.0114,
|
284 |
+
"step": 15500
|
285 |
+
},
|
286 |
+
{
|
287 |
+
"epoch": 5.57,
|
288 |
+
"learning_rate": 3.1416957026713125e-05,
|
289 |
+
"loss": 0.0112,
|
290 |
+
"step": 16000
|
291 |
+
},
|
292 |
+
{
|
293 |
+
"epoch": 5.75,
|
294 |
+
"learning_rate": 3.083623693379791e-05,
|
295 |
+
"loss": 0.0112,
|
296 |
+
"step": 16500
|
297 |
+
},
|
298 |
+
{
|
299 |
+
"epoch": 5.92,
|
300 |
+
"learning_rate": 3.0255516840882698e-05,
|
301 |
+
"loss": 0.0112,
|
302 |
+
"step": 17000
|
303 |
+
},
|
304 |
+
{
|
305 |
+
"epoch": 6.0,
|
306 |
+
"eval_accuracy": 0.9805248675902215,
|
307 |
+
"eval_f1_HIRIQ": 0.8487574675668987,
|
308 |
+
"eval_f1_HOLAM": 0.7595126122274476,
|
309 |
+
"eval_f1_KUBUTZ": 0.797991035951556,
|
310 |
+
"eval_f1_PATACH": 0.8928041018387551,
|
311 |
+
"eval_f1_SHADDA": 0.8846275811897255,
|
312 |
+
"eval_f1_SHVA": 0.8607482938928253,
|
313 |
+
"eval_f1_TSERE": 0.8122762990085161,
|
314 |
+
"eval_loss": 0.010463288053870201,
|
315 |
+
"eval_macro_f1": 0.8366739130965322,
|
316 |
+
"eval_micro_f1": 0.8659091900525827,
|
317 |
+
"eval_runtime": 49.2152,
|
318 |
+
"eval_samples_per_second": 777.707,
|
319 |
+
"eval_steps_per_second": 7.782,
|
320 |
+
"step": 17224
|
321 |
+
},
|
322 |
+
{
|
323 |
+
"epoch": 6.1,
|
324 |
+
"learning_rate": 2.9674796747967482e-05,
|
325 |
+
"loss": 0.0107,
|
326 |
+
"step": 17500
|
327 |
+
},
|
328 |
+
{
|
329 |
+
"epoch": 6.27,
|
330 |
+
"learning_rate": 2.9094076655052267e-05,
|
331 |
+
"loss": 0.0105,
|
332 |
+
"step": 18000
|
333 |
+
},
|
334 |
+
{
|
335 |
+
"epoch": 6.44,
|
336 |
+
"learning_rate": 2.851335656213705e-05,
|
337 |
+
"loss": 0.0103,
|
338 |
+
"step": 18500
|
339 |
+
},
|
340 |
+
{
|
341 |
+
"epoch": 6.62,
|
342 |
+
"learning_rate": 2.7932636469221835e-05,
|
343 |
+
"loss": 0.0106,
|
344 |
+
"step": 19000
|
345 |
+
},
|
346 |
+
{
|
347 |
+
"epoch": 6.79,
|
348 |
+
"learning_rate": 2.735191637630662e-05,
|
349 |
+
"loss": 0.0105,
|
350 |
+
"step": 19500
|
351 |
+
},
|
352 |
+
{
|
353 |
+
"epoch": 6.97,
|
354 |
+
"learning_rate": 2.6771196283391408e-05,
|
355 |
+
"loss": 0.0104,
|
356 |
+
"step": 20000
|
357 |
+
},
|
358 |
+
{
|
359 |
+
"epoch": 7.0,
|
360 |
+
"eval_accuracy": 0.9811321234870294,
|
361 |
+
"eval_f1_HIRIQ": 0.8550038223948401,
|
362 |
+
"eval_f1_HOLAM": 0.763222830168437,
|
363 |
+
"eval_f1_KUBUTZ": 0.8037383177570094,
|
364 |
+
"eval_f1_PATACH": 0.8963010344751529,
|
365 |
+
"eval_f1_SHADDA": 0.8854757929883139,
|
366 |
+
"eval_f1_SHVA": 0.8649184871804224,
|
367 |
+
"eval_f1_TSERE": 0.8171559407964675,
|
368 |
+
"eval_loss": 0.010495145805180073,
|
369 |
+
"eval_macro_f1": 0.8408308893943776,
|
370 |
+
"eval_micro_f1": 0.8700826091477137,
|
371 |
+
"eval_runtime": 52.1218,
|
372 |
+
"eval_samples_per_second": 734.337,
|
373 |
+
"eval_steps_per_second": 7.348,
|
374 |
+
"step": 20095
|
375 |
+
},
|
376 |
+
{
|
377 |
+
"epoch": 7.14,
|
378 |
+
"learning_rate": 2.6190476190476192e-05,
|
379 |
+
"loss": 0.0098,
|
380 |
+
"step": 20500
|
381 |
+
},
|
382 |
+
{
|
383 |
+
"epoch": 7.32,
|
384 |
+
"learning_rate": 2.5609756097560977e-05,
|
385 |
+
"loss": 0.0097,
|
386 |
+
"step": 21000
|
387 |
+
},
|
388 |
+
{
|
389 |
+
"epoch": 7.49,
|
390 |
+
"learning_rate": 2.502903600464576e-05,
|
391 |
+
"loss": 0.0097,
|
392 |
+
"step": 21500
|
393 |
+
},
|
394 |
+
{
|
395 |
+
"epoch": 7.66,
|
396 |
+
"learning_rate": 2.4448315911730546e-05,
|
397 |
+
"loss": 0.0098,
|
398 |
+
"step": 22000
|
399 |
+
},
|
400 |
+
{
|
401 |
+
"epoch": 7.84,
|
402 |
+
"learning_rate": 2.3867595818815333e-05,
|
403 |
+
"loss": 0.0097,
|
404 |
+
"step": 22500
|
405 |
+
},
|
406 |
+
{
|
407 |
+
"epoch": 8.0,
|
408 |
+
"eval_accuracy": 0.981536112480715,
|
409 |
+
"eval_f1_HIRIQ": 0.8594682202461781,
|
410 |
+
"eval_f1_HOLAM": 0.7635878626208735,
|
411 |
+
"eval_f1_KUBUTZ": 0.8044461430664374,
|
412 |
+
"eval_f1_PATACH": 0.8982397971622214,
|
413 |
+
"eval_f1_SHADDA": 0.888189855746859,
|
414 |
+
"eval_f1_SHVA": 0.8671149394978173,
|
415 |
+
"eval_f1_TSERE": 0.8201351021404737,
|
416 |
+
"eval_loss": 0.010434958152472973,
|
417 |
+
"eval_macro_f1": 0.8430259886401229,
|
418 |
+
"eval_micro_f1": 0.8725397588417411,
|
419 |
+
"eval_runtime": 50.6576,
|
420 |
+
"eval_samples_per_second": 755.562,
|
421 |
+
"eval_steps_per_second": 7.561,
|
422 |
+
"step": 22966
|
423 |
+
},
|
424 |
+
{
|
425 |
+
"epoch": 8.01,
|
426 |
+
"learning_rate": 2.3286875725900118e-05,
|
427 |
+
"loss": 0.0096,
|
428 |
+
"step": 23000
|
429 |
+
},
|
430 |
+
{
|
431 |
+
"epoch": 8.19,
|
432 |
+
"learning_rate": 2.2706155632984902e-05,
|
433 |
+
"loss": 0.009,
|
434 |
+
"step": 23500
|
435 |
+
},
|
436 |
+
{
|
437 |
+
"epoch": 8.36,
|
438 |
+
"learning_rate": 2.2125435540069687e-05,
|
439 |
+
"loss": 0.0091,
|
440 |
+
"step": 24000
|
441 |
+
},
|
442 |
+
{
|
443 |
+
"epoch": 8.53,
|
444 |
+
"learning_rate": 2.1544715447154475e-05,
|
445 |
+
"loss": 0.0091,
|
446 |
+
"step": 24500
|
447 |
+
},
|
448 |
+
{
|
449 |
+
"epoch": 8.71,
|
450 |
+
"learning_rate": 2.096399535423926e-05,
|
451 |
+
"loss": 0.0092,
|
452 |
+
"step": 25000
|
453 |
+
},
|
454 |
+
{
|
455 |
+
"epoch": 8.88,
|
456 |
+
"learning_rate": 2.038327526132404e-05,
|
457 |
+
"loss": 0.0091,
|
458 |
+
"step": 25500
|
459 |
+
},
|
460 |
+
{
|
461 |
+
"epoch": 9.0,
|
462 |
+
"eval_accuracy": 0.9816429946081784,
|
463 |
+
"eval_f1_HIRIQ": 0.8617756604590732,
|
464 |
+
"eval_f1_HOLAM": 0.7760372565622354,
|
465 |
+
"eval_f1_KUBUTZ": 0.8087252634284247,
|
466 |
+
"eval_f1_PATACH": 0.8981484778351434,
|
467 |
+
"eval_f1_SHADDA": 0.8896060289509028,
|
468 |
+
"eval_f1_SHVA": 0.8676933023775238,
|
469 |
+
"eval_f1_TSERE": 0.8195844976309076,
|
470 |
+
"eval_loss": 0.010549969039857388,
|
471 |
+
"eval_macro_f1": 0.8459386410348871,
|
472 |
+
"eval_micro_f1": 0.8734815959940515,
|
473 |
+
"eval_runtime": 50.289,
|
474 |
+
"eval_samples_per_second": 761.101,
|
475 |
+
"eval_steps_per_second": 7.616,
|
476 |
+
"step": 25836
|
477 |
+
},
|
478 |
+
{
|
479 |
+
"epoch": 9.06,
|
480 |
+
"learning_rate": 1.9802555168408828e-05,
|
481 |
+
"loss": 0.0088,
|
482 |
+
"step": 26000
|
483 |
+
},
|
484 |
+
{
|
485 |
+
"epoch": 9.23,
|
486 |
+
"learning_rate": 1.9221835075493612e-05,
|
487 |
+
"loss": 0.0085,
|
488 |
+
"step": 26500
|
489 |
+
},
|
490 |
+
{
|
491 |
+
"epoch": 9.41,
|
492 |
+
"learning_rate": 1.8641114982578397e-05,
|
493 |
+
"loss": 0.0086,
|
494 |
+
"step": 27000
|
495 |
+
},
|
496 |
+
{
|
497 |
+
"epoch": 9.58,
|
498 |
+
"learning_rate": 1.806039488966318e-05,
|
499 |
+
"loss": 0.0085,
|
500 |
+
"step": 27500
|
501 |
+
},
|
502 |
+
{
|
503 |
+
"epoch": 9.75,
|
504 |
+
"learning_rate": 1.747967479674797e-05,
|
505 |
+
"loss": 0.0086,
|
506 |
+
"step": 28000
|
507 |
+
},
|
508 |
+
{
|
509 |
+
"epoch": 9.93,
|
510 |
+
"learning_rate": 1.6898954703832754e-05,
|
511 |
+
"loss": 0.0086,
|
512 |
+
"step": 28500
|
513 |
+
},
|
514 |
+
{
|
515 |
+
"epoch": 10.0,
|
516 |
+
"eval_accuracy": 0.9820323509296518,
|
517 |
+
"eval_f1_HIRIQ": 0.8644184686296934,
|
518 |
+
"eval_f1_HOLAM": 0.7807301793043854,
|
519 |
+
"eval_f1_KUBUTZ": 0.8107445035070613,
|
520 |
+
"eval_f1_PATACH": 0.9007614706453949,
|
521 |
+
"eval_f1_SHADDA": 0.8914874936954775,
|
522 |
+
"eval_f1_SHVA": 0.8700223746362294,
|
523 |
+
"eval_f1_TSERE": 0.8237858288440186,
|
524 |
+
"eval_loss": 0.010514745488762856,
|
525 |
+
"eval_macro_f1": 0.8488500456088944,
|
526 |
+
"eval_micro_f1": 0.876108330623615,
|
527 |
+
"eval_runtime": 51.4328,
|
528 |
+
"eval_samples_per_second": 744.175,
|
529 |
+
"eval_steps_per_second": 7.447,
|
530 |
+
"step": 28707
|
531 |
+
},
|
532 |
+
{
|
533 |
+
"epoch": 10.1,
|
534 |
+
"learning_rate": 1.6318234610917538e-05,
|
535 |
+
"loss": 0.0083,
|
536 |
+
"step": 29000
|
537 |
+
},
|
538 |
+
{
|
539 |
+
"epoch": 10.28,
|
540 |
+
"learning_rate": 1.5737514518002326e-05,
|
541 |
+
"loss": 0.008,
|
542 |
+
"step": 29500
|
543 |
+
},
|
544 |
+
{
|
545 |
+
"epoch": 10.45,
|
546 |
+
"learning_rate": 1.5156794425087109e-05,
|
547 |
+
"loss": 0.0082,
|
548 |
+
"step": 30000
|
549 |
+
},
|
550 |
+
{
|
551 |
+
"epoch": 10.62,
|
552 |
+
"learning_rate": 1.4576074332171893e-05,
|
553 |
+
"loss": 0.0081,
|
554 |
+
"step": 30500
|
555 |
+
},
|
556 |
+
{
|
557 |
+
"epoch": 10.8,
|
558 |
+
"learning_rate": 1.3995354239256678e-05,
|
559 |
+
"loss": 0.0081,
|
560 |
+
"step": 31000
|
561 |
+
},
|
562 |
+
{
|
563 |
+
"epoch": 10.97,
|
564 |
+
"learning_rate": 1.3414634146341466e-05,
|
565 |
+
"loss": 0.0081,
|
566 |
+
"step": 31500
|
567 |
+
},
|
568 |
+
{
|
569 |
+
"epoch": 11.0,
|
570 |
+
"eval_accuracy": 0.9822652012787683,
|
571 |
+
"eval_f1_HIRIQ": 0.8650168041552093,
|
572 |
+
"eval_f1_HOLAM": 0.7809975223526877,
|
573 |
+
"eval_f1_KUBUTZ": 0.8156180840973759,
|
574 |
+
"eval_f1_PATACH": 0.9017915187001648,
|
575 |
+
"eval_f1_SHADDA": 0.893456266013353,
|
576 |
+
"eval_f1_SHVA": 0.8708873379860418,
|
577 |
+
"eval_f1_TSERE": 0.824460194494808,
|
578 |
+
"eval_loss": 0.010741644538939,
|
579 |
+
"eval_macro_f1": 0.85031824682852,
|
580 |
+
"eval_micro_f1": 0.8772879261954959,
|
581 |
+
"eval_runtime": 49.6631,
|
582 |
+
"eval_samples_per_second": 770.693,
|
583 |
+
"eval_steps_per_second": 7.712,
|
584 |
+
"step": 31578
|
585 |
+
}
|
586 |
+
],
|
587 |
+
"max_steps": 43050,
|
588 |
+
"num_train_epochs": 15,
|
589 |
+
"total_flos": 1.540842233529006e+17,
|
590 |
+
"trial_name": null,
|
591 |
+
"trial_params": null
|
592 |
+
}
|
training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:e0d052a377ad936604b1eb20f528c46aa17e381e8691df270f7d13eaa4031809
|
3 |
+
size 4027
|