Training in progress, step 20000, checkpoint
Browse files- checkpoint-20000/README.md +21 -0
- checkpoint-20000/adapter_config.json +21 -0
- checkpoint-20000/adapter_model.bin +3 -0
- checkpoint-20000/optimizer.pt +3 -0
- checkpoint-20000/rng_state.pth +3 -0
- checkpoint-20000/scheduler.pt +3 -0
- checkpoint-20000/trainer_state.json +225 -0
- checkpoint-20000/training_args.bin +3 -0
checkpoint-20000/README.md
ADDED
@@ -0,0 +1,21 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
---
|
2 |
+
library_name: peft
|
3 |
+
---
|
4 |
+
## Training procedure
|
5 |
+
|
6 |
+
|
7 |
+
The following `bitsandbytes` quantization config was used during training:
|
8 |
+
- quant_method: bitsandbytes
|
9 |
+
- load_in_8bit: False
|
10 |
+
- load_in_4bit: True
|
11 |
+
- llm_int8_threshold: 6.0
|
12 |
+
- llm_int8_skip_modules: None
|
13 |
+
- llm_int8_enable_fp32_cpu_offload: False
|
14 |
+
- llm_int8_has_fp16_weight: False
|
15 |
+
- bnb_4bit_quant_type: nf4
|
16 |
+
- bnb_4bit_use_double_quant: True
|
17 |
+
- bnb_4bit_compute_dtype: bfloat16
|
18 |
+
### Framework versions
|
19 |
+
|
20 |
+
|
21 |
+
- PEFT 0.6.0.dev0
|
checkpoint-20000/adapter_config.json
ADDED
@@ -0,0 +1,21 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"auto_mapping": null,
|
3 |
+
"base_model_name_or_path": "codellama/CodeLlama-7b-Instruct-hf",
|
4 |
+
"bias": "lora_only",
|
5 |
+
"fan_in_fan_out": false,
|
6 |
+
"inference_mode": true,
|
7 |
+
"init_lora_weights": true,
|
8 |
+
"layers_pattern": null,
|
9 |
+
"layers_to_transform": null,
|
10 |
+
"lora_alpha": 8,
|
11 |
+
"lora_dropout": 0.1,
|
12 |
+
"modules_to_save": null,
|
13 |
+
"peft_type": "LORA",
|
14 |
+
"r": 8,
|
15 |
+
"revision": null,
|
16 |
+
"target_modules": [
|
17 |
+
"q_proj",
|
18 |
+
"v_proj"
|
19 |
+
],
|
20 |
+
"task_type": "CAUSAL_LM"
|
21 |
+
}
|
checkpoint-20000/adapter_model.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:b5ee2f0870ea51893ae904d19ac255ad8e4c6b143f230c35a9339eac23968432
|
3 |
+
size 16822989
|
checkpoint-20000/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:67a566386f62cf12ab1b17a9ac67515aa6995ccca6b0ff7f46b33ec3eb040521
|
3 |
+
size 8555781
|
checkpoint-20000/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:69ffe192bc9eb7934209ec39ff1b5b2684ef8fe0daf72d4b73ede325a6daa9d1
|
3 |
+
size 14575
|
checkpoint-20000/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:2c24b584dcf77bfb1f7b85955600c58dd77cc34b5ad90a30bfc3feaeae3f876d
|
3 |
+
size 627
|
checkpoint-20000/trainer_state.json
ADDED
@@ -0,0 +1,225 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.01821763999760151,
|
3 |
+
"best_model_checkpoint": "./text2sql/codellama_instruct_pt_text2sql/checkpoint-18000",
|
4 |
+
"epoch": 2.2279468077699645,
|
5 |
+
"eval_steps": 2000,
|
6 |
+
"global_step": 20000,
|
7 |
+
"is_hyper_param_search": false,
|
8 |
+
"is_local_process_zero": true,
|
9 |
+
"is_world_process_zero": true,
|
10 |
+
"log_history": [
|
11 |
+
{
|
12 |
+
"epoch": 0.0,
|
13 |
+
"learning_rate": 1.1139992573338283e-07,
|
14 |
+
"loss": 1.2191,
|
15 |
+
"step": 1
|
16 |
+
},
|
17 |
+
{
|
18 |
+
"epoch": 0.11,
|
19 |
+
"learning_rate": 0.00011139992573338284,
|
20 |
+
"loss": 0.2684,
|
21 |
+
"step": 1000
|
22 |
+
},
|
23 |
+
{
|
24 |
+
"epoch": 0.22,
|
25 |
+
"learning_rate": 0.00022279985146676567,
|
26 |
+
"loss": 0.0693,
|
27 |
+
"step": 2000
|
28 |
+
},
|
29 |
+
{
|
30 |
+
"epoch": 0.22,
|
31 |
+
"eval_loss": 0.05887996032834053,
|
32 |
+
"eval_runtime": 171.127,
|
33 |
+
"eval_samples_per_second": 11.687,
|
34 |
+
"eval_steps_per_second": 1.461,
|
35 |
+
"step": 2000
|
36 |
+
},
|
37 |
+
{
|
38 |
+
"epoch": 0.33,
|
39 |
+
"learning_rate": 0.00029781686301467276,
|
40 |
+
"loss": 0.0565,
|
41 |
+
"step": 3000
|
42 |
+
},
|
43 |
+
{
|
44 |
+
"epoch": 0.45,
|
45 |
+
"learning_rate": 0.0002907056676227274,
|
46 |
+
"loss": 0.047,
|
47 |
+
"step": 4000
|
48 |
+
},
|
49 |
+
{
|
50 |
+
"epoch": 0.45,
|
51 |
+
"eval_loss": 0.03957173973321915,
|
52 |
+
"eval_runtime": 171.3682,
|
53 |
+
"eval_samples_per_second": 11.671,
|
54 |
+
"eval_steps_per_second": 1.459,
|
55 |
+
"step": 4000
|
56 |
+
},
|
57 |
+
{
|
58 |
+
"epoch": 0.56,
|
59 |
+
"learning_rate": 0.00028359447223078195,
|
60 |
+
"loss": 0.0403,
|
61 |
+
"step": 5000
|
62 |
+
},
|
63 |
+
{
|
64 |
+
"epoch": 0.67,
|
65 |
+
"learning_rate": 0.0002764832768388366,
|
66 |
+
"loss": 0.0364,
|
67 |
+
"step": 6000
|
68 |
+
},
|
69 |
+
{
|
70 |
+
"epoch": 0.67,
|
71 |
+
"eval_loss": 0.030724667012691498,
|
72 |
+
"eval_runtime": 170.9405,
|
73 |
+
"eval_samples_per_second": 11.7,
|
74 |
+
"eval_steps_per_second": 1.462,
|
75 |
+
"step": 6000
|
76 |
+
},
|
77 |
+
{
|
78 |
+
"epoch": 0.78,
|
79 |
+
"learning_rate": 0.0002693720814468912,
|
80 |
+
"loss": 0.0341,
|
81 |
+
"step": 7000
|
82 |
+
},
|
83 |
+
{
|
84 |
+
"epoch": 0.89,
|
85 |
+
"learning_rate": 0.00026226088605494583,
|
86 |
+
"loss": 0.0311,
|
87 |
+
"step": 8000
|
88 |
+
},
|
89 |
+
{
|
90 |
+
"epoch": 0.89,
|
91 |
+
"eval_loss": 0.027806701138615608,
|
92 |
+
"eval_runtime": 171.064,
|
93 |
+
"eval_samples_per_second": 11.692,
|
94 |
+
"eval_steps_per_second": 1.461,
|
95 |
+
"step": 8000
|
96 |
+
},
|
97 |
+
{
|
98 |
+
"epoch": 1.0,
|
99 |
+
"learning_rate": 0.00025514969066300046,
|
100 |
+
"loss": 0.0289,
|
101 |
+
"step": 9000
|
102 |
+
},
|
103 |
+
{
|
104 |
+
"epoch": 1.11,
|
105 |
+
"learning_rate": 0.00024803849527105503,
|
106 |
+
"loss": 0.0251,
|
107 |
+
"step": 10000
|
108 |
+
},
|
109 |
+
{
|
110 |
+
"epoch": 1.11,
|
111 |
+
"eval_loss": 0.024082325398921967,
|
112 |
+
"eval_runtime": 171.4689,
|
113 |
+
"eval_samples_per_second": 11.664,
|
114 |
+
"eval_steps_per_second": 1.458,
|
115 |
+
"step": 10000
|
116 |
+
},
|
117 |
+
{
|
118 |
+
"epoch": 1.23,
|
119 |
+
"learning_rate": 0.00024092729987910966,
|
120 |
+
"loss": 0.0242,
|
121 |
+
"step": 11000
|
122 |
+
},
|
123 |
+
{
|
124 |
+
"epoch": 1.34,
|
125 |
+
"learning_rate": 0.00023381610448716428,
|
126 |
+
"loss": 0.0243,
|
127 |
+
"step": 12000
|
128 |
+
},
|
129 |
+
{
|
130 |
+
"epoch": 1.34,
|
131 |
+
"eval_loss": 0.02279273048043251,
|
132 |
+
"eval_runtime": 171.2147,
|
133 |
+
"eval_samples_per_second": 11.681,
|
134 |
+
"eval_steps_per_second": 1.46,
|
135 |
+
"step": 12000
|
136 |
+
},
|
137 |
+
{
|
138 |
+
"epoch": 1.45,
|
139 |
+
"learning_rate": 0.00022670490909521888,
|
140 |
+
"loss": 0.0219,
|
141 |
+
"step": 13000
|
142 |
+
},
|
143 |
+
{
|
144 |
+
"epoch": 1.56,
|
145 |
+
"learning_rate": 0.0002195937137032735,
|
146 |
+
"loss": 0.0227,
|
147 |
+
"step": 14000
|
148 |
+
},
|
149 |
+
{
|
150 |
+
"epoch": 1.56,
|
151 |
+
"eval_loss": 0.022252563387155533,
|
152 |
+
"eval_runtime": 171.1834,
|
153 |
+
"eval_samples_per_second": 11.683,
|
154 |
+
"eval_steps_per_second": 1.46,
|
155 |
+
"step": 14000
|
156 |
+
},
|
157 |
+
{
|
158 |
+
"epoch": 1.67,
|
159 |
+
"learning_rate": 0.00021248251831132813,
|
160 |
+
"loss": 0.0218,
|
161 |
+
"step": 15000
|
162 |
+
},
|
163 |
+
{
|
164 |
+
"epoch": 1.78,
|
165 |
+
"learning_rate": 0.00020537132291938273,
|
166 |
+
"loss": 0.0212,
|
167 |
+
"step": 16000
|
168 |
+
},
|
169 |
+
{
|
170 |
+
"epoch": 1.78,
|
171 |
+
"eval_loss": 0.020056582987308502,
|
172 |
+
"eval_runtime": 170.9191,
|
173 |
+
"eval_samples_per_second": 11.701,
|
174 |
+
"eval_steps_per_second": 1.463,
|
175 |
+
"step": 16000
|
176 |
+
},
|
177 |
+
{
|
178 |
+
"epoch": 1.89,
|
179 |
+
"learning_rate": 0.00019826012752743733,
|
180 |
+
"loss": 0.0208,
|
181 |
+
"step": 17000
|
182 |
+
},
|
183 |
+
{
|
184 |
+
"epoch": 2.01,
|
185 |
+
"learning_rate": 0.00019114893213549196,
|
186 |
+
"loss": 0.0202,
|
187 |
+
"step": 18000
|
188 |
+
},
|
189 |
+
{
|
190 |
+
"epoch": 2.01,
|
191 |
+
"eval_loss": 0.01821763999760151,
|
192 |
+
"eval_runtime": 171.4736,
|
193 |
+
"eval_samples_per_second": 11.664,
|
194 |
+
"eval_steps_per_second": 1.458,
|
195 |
+
"step": 18000
|
196 |
+
},
|
197 |
+
{
|
198 |
+
"epoch": 2.12,
|
199 |
+
"learning_rate": 0.00018403773674354658,
|
200 |
+
"loss": 0.0161,
|
201 |
+
"step": 19000
|
202 |
+
},
|
203 |
+
{
|
204 |
+
"epoch": 2.23,
|
205 |
+
"learning_rate": 0.0001769265413516012,
|
206 |
+
"loss": 0.016,
|
207 |
+
"step": 20000
|
208 |
+
},
|
209 |
+
{
|
210 |
+
"epoch": 2.23,
|
211 |
+
"eval_loss": 0.018352985382080078,
|
212 |
+
"eval_runtime": 171.2111,
|
213 |
+
"eval_samples_per_second": 11.681,
|
214 |
+
"eval_steps_per_second": 1.46,
|
215 |
+
"step": 20000
|
216 |
+
}
|
217 |
+
],
|
218 |
+
"logging_steps": 1000,
|
219 |
+
"max_steps": 44880,
|
220 |
+
"num_train_epochs": 5,
|
221 |
+
"save_steps": 2000,
|
222 |
+
"total_flos": 9.735709014989537e+18,
|
223 |
+
"trial_name": null,
|
224 |
+
"trial_params": null
|
225 |
+
}
|
checkpoint-20000/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:0c3233085912f12f47eb0b59979d9c767ddd5d0fc4cd96a7ebdcd9b12e9ba2c6
|
3 |
+
size 4219
|