flytech commited on
Commit
dd3cee0
·
1 Parent(s): 0b25e5d

Training in progress, step 4000, checkpoint

Browse files
last-checkpoint/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: False
17
+ - bnb_4bit_compute_dtype: float16
18
+ ### Framework versions
19
+
20
+
21
+ - PEFT 0.5.0
last-checkpoint/adapter_config.json ADDED
@@ -0,0 +1,26 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "auto_mapping": null,
3
+ "base_model_name_or_path": "meta-llama/Llama-2-13b-hf",
4
+ "bias": "none",
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": 64,
11
+ "lora_dropout": 0.01,
12
+ "modules_to_save": null,
13
+ "peft_type": "LORA",
14
+ "r": 16,
15
+ "revision": null,
16
+ "target_modules": [
17
+ "q_proj",
18
+ "v_proj",
19
+ "k_proj",
20
+ "o_proj",
21
+ "gate_proj",
22
+ "up_proj",
23
+ "down_proj"
24
+ ],
25
+ "task_type": "CAUSAL_LM"
26
+ }
last-checkpoint/adapter_model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d756113428dd39e1d42a7617123700a01c68fb35a77ee0956332c8b45e9d4eab
3
+ size 250422888
last-checkpoint/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c65671fb76e66bcbd8141e39b9884609db527f251159fbf6a4ab2b2f11d68b87
3
+ size 127492797
last-checkpoint/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:eac6f962c5e5cc052cfc046b246baa662995cd993c10e709db227989948d75f3
3
+ size 14575
last-checkpoint/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:593f43b0c83adb27a2db37a6418c2ef12a213bbc2a02f2dc881de6846a69a931
3
+ size 627
last-checkpoint/special_tokens_map.json ADDED
@@ -0,0 +1,24 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "bos_token": {
3
+ "content": "<s>",
4
+ "lstrip": false,
5
+ "normalized": false,
6
+ "rstrip": false,
7
+ "single_word": false
8
+ },
9
+ "eos_token": {
10
+ "content": "</s>",
11
+ "lstrip": false,
12
+ "normalized": false,
13
+ "rstrip": false,
14
+ "single_word": false
15
+ },
16
+ "pad_token": "</s>",
17
+ "unk_token": {
18
+ "content": "<unk>",
19
+ "lstrip": false,
20
+ "normalized": false,
21
+ "rstrip": false,
22
+ "single_word": false
23
+ }
24
+ }
last-checkpoint/tokenizer.model ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9e556afd44213b6bd1be2b850ebbbd98f5481437a8021afaf58ee7fb1818d347
3
+ size 499723
last-checkpoint/tokenizer_config.json ADDED
@@ -0,0 +1,37 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "add_bos_token": true,
3
+ "add_eos_token": false,
4
+ "bos_token": {
5
+ "__type": "AddedToken",
6
+ "content": "<s>",
7
+ "lstrip": false,
8
+ "normalized": false,
9
+ "rstrip": false,
10
+ "single_word": false
11
+ },
12
+ "clean_up_tokenization_spaces": false,
13
+ "eos_token": {
14
+ "__type": "AddedToken",
15
+ "content": "</s>",
16
+ "lstrip": false,
17
+ "normalized": false,
18
+ "rstrip": false,
19
+ "single_word": false
20
+ },
21
+ "legacy": false,
22
+ "model_max_length": 1000000000000000019884624838656,
23
+ "pad_token": null,
24
+ "padding_side": "right",
25
+ "sp_model_kwargs": {},
26
+ "spaces_between_special_tokens": false,
27
+ "tokenizer_class": "LlamaTokenizer",
28
+ "unk_token": {
29
+ "__type": "AddedToken",
30
+ "content": "<unk>",
31
+ "lstrip": false,
32
+ "normalized": false,
33
+ "rstrip": false,
34
+ "single_word": false
35
+ },
36
+ "use_default_system_prompt": true
37
+ }
last-checkpoint/trainer_state.json ADDED
@@ -0,0 +1,279 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": null,
3
+ "best_model_checkpoint": null,
4
+ "epoch": 12.195121951219512,
5
+ "eval_steps": 200,
6
+ "global_step": 4000,
7
+ "is_hyper_param_search": false,
8
+ "is_local_process_zero": true,
9
+ "is_world_process_zero": true,
10
+ "log_history": [
11
+ {
12
+ "epoch": 0.61,
13
+ "learning_rate": 0.0002,
14
+ "loss": 0.1872,
15
+ "step": 200
16
+ },
17
+ {
18
+ "epoch": 0.61,
19
+ "eval_runtime": 75.0556,
20
+ "eval_samples_per_second": 3.677,
21
+ "eval_steps_per_second": 0.24,
22
+ "step": 200
23
+ },
24
+ {
25
+ "epoch": 1.22,
26
+ "learning_rate": 0.0002,
27
+ "loss": 0.0954,
28
+ "step": 400
29
+ },
30
+ {
31
+ "epoch": 1.22,
32
+ "eval_runtime": 74.9815,
33
+ "eval_samples_per_second": 3.681,
34
+ "eval_steps_per_second": 0.24,
35
+ "step": 400
36
+ },
37
+ {
38
+ "epoch": 1.83,
39
+ "learning_rate": 0.0002,
40
+ "loss": 0.0797,
41
+ "step": 600
42
+ },
43
+ {
44
+ "epoch": 1.83,
45
+ "eval_runtime": 75.1061,
46
+ "eval_samples_per_second": 3.675,
47
+ "eval_steps_per_second": 0.24,
48
+ "step": 600
49
+ },
50
+ {
51
+ "epoch": 2.44,
52
+ "learning_rate": 0.0002,
53
+ "loss": 0.06,
54
+ "step": 800
55
+ },
56
+ {
57
+ "epoch": 2.44,
58
+ "eval_runtime": 74.9943,
59
+ "eval_samples_per_second": 3.68,
60
+ "eval_steps_per_second": 0.24,
61
+ "step": 800
62
+ },
63
+ {
64
+ "epoch": 3.05,
65
+ "learning_rate": 0.0002,
66
+ "loss": 0.0551,
67
+ "step": 1000
68
+ },
69
+ {
70
+ "epoch": 3.05,
71
+ "eval_runtime": 74.9839,
72
+ "eval_samples_per_second": 3.681,
73
+ "eval_steps_per_second": 0.24,
74
+ "step": 1000
75
+ },
76
+ {
77
+ "epoch": 3.66,
78
+ "learning_rate": 0.0002,
79
+ "loss": 0.0422,
80
+ "step": 1200
81
+ },
82
+ {
83
+ "epoch": 3.66,
84
+ "eval_runtime": 75.0437,
85
+ "eval_samples_per_second": 3.678,
86
+ "eval_steps_per_second": 0.24,
87
+ "step": 1200
88
+ },
89
+ {
90
+ "epoch": 4.27,
91
+ "learning_rate": 0.0002,
92
+ "loss": 0.041,
93
+ "step": 1400
94
+ },
95
+ {
96
+ "epoch": 4.27,
97
+ "eval_runtime": 74.9611,
98
+ "eval_samples_per_second": 3.682,
99
+ "eval_steps_per_second": 0.24,
100
+ "step": 1400
101
+ },
102
+ {
103
+ "epoch": 4.88,
104
+ "learning_rate": 0.0002,
105
+ "loss": 0.038,
106
+ "step": 1600
107
+ },
108
+ {
109
+ "epoch": 4.88,
110
+ "eval_runtime": 75.1592,
111
+ "eval_samples_per_second": 3.672,
112
+ "eval_steps_per_second": 0.239,
113
+ "step": 1600
114
+ },
115
+ {
116
+ "epoch": 5.49,
117
+ "learning_rate": 0.0002,
118
+ "loss": 0.0348,
119
+ "step": 1800
120
+ },
121
+ {
122
+ "epoch": 5.49,
123
+ "eval_runtime": 75.1286,
124
+ "eval_samples_per_second": 3.674,
125
+ "eval_steps_per_second": 0.24,
126
+ "step": 1800
127
+ },
128
+ {
129
+ "epoch": 6.1,
130
+ "learning_rate": 0.0002,
131
+ "loss": 0.0366,
132
+ "step": 2000
133
+ },
134
+ {
135
+ "epoch": 6.1,
136
+ "eval_runtime": 34.8655,
137
+ "eval_samples_per_second": 7.916,
138
+ "eval_steps_per_second": 0.516,
139
+ "step": 2000
140
+ },
141
+ {
142
+ "epoch": 6.71,
143
+ "learning_rate": 0.0002,
144
+ "loss": 0.0355,
145
+ "step": 2200
146
+ },
147
+ {
148
+ "epoch": 6.71,
149
+ "eval_runtime": 34.8275,
150
+ "eval_samples_per_second": 7.925,
151
+ "eval_steps_per_second": 0.517,
152
+ "step": 2200
153
+ },
154
+ {
155
+ "epoch": 7.32,
156
+ "learning_rate": 0.0002,
157
+ "loss": 0.034,
158
+ "step": 2400
159
+ },
160
+ {
161
+ "epoch": 7.32,
162
+ "eval_runtime": 34.837,
163
+ "eval_samples_per_second": 7.923,
164
+ "eval_steps_per_second": 0.517,
165
+ "step": 2400
166
+ },
167
+ {
168
+ "epoch": 7.93,
169
+ "learning_rate": 0.0002,
170
+ "loss": 0.0317,
171
+ "step": 2600
172
+ },
173
+ {
174
+ "epoch": 7.93,
175
+ "eval_runtime": 34.829,
176
+ "eval_samples_per_second": 7.924,
177
+ "eval_steps_per_second": 0.517,
178
+ "step": 2600
179
+ },
180
+ {
181
+ "epoch": 8.54,
182
+ "learning_rate": 0.0002,
183
+ "loss": 0.029,
184
+ "step": 2800
185
+ },
186
+ {
187
+ "epoch": 8.54,
188
+ "eval_runtime": 34.8248,
189
+ "eval_samples_per_second": 7.925,
190
+ "eval_steps_per_second": 0.517,
191
+ "step": 2800
192
+ },
193
+ {
194
+ "epoch": 9.15,
195
+ "learning_rate": 0.0002,
196
+ "loss": 0.0289,
197
+ "step": 3000
198
+ },
199
+ {
200
+ "epoch": 9.15,
201
+ "eval_runtime": 34.8563,
202
+ "eval_samples_per_second": 7.918,
203
+ "eval_steps_per_second": 0.516,
204
+ "step": 3000
205
+ },
206
+ {
207
+ "epoch": 9.76,
208
+ "learning_rate": 0.0002,
209
+ "loss": 0.0271,
210
+ "step": 3200
211
+ },
212
+ {
213
+ "epoch": 9.76,
214
+ "eval_runtime": 34.8437,
215
+ "eval_samples_per_second": 7.921,
216
+ "eval_steps_per_second": 0.517,
217
+ "step": 3200
218
+ },
219
+ {
220
+ "epoch": 10.37,
221
+ "learning_rate": 0.0002,
222
+ "loss": 0.0268,
223
+ "step": 3400
224
+ },
225
+ {
226
+ "epoch": 10.37,
227
+ "eval_runtime": 34.8527,
228
+ "eval_samples_per_second": 7.919,
229
+ "eval_steps_per_second": 0.516,
230
+ "step": 3400
231
+ },
232
+ {
233
+ "epoch": 10.98,
234
+ "learning_rate": 0.0002,
235
+ "loss": 0.0271,
236
+ "step": 3600
237
+ },
238
+ {
239
+ "epoch": 10.98,
240
+ "eval_runtime": 34.8248,
241
+ "eval_samples_per_second": 7.925,
242
+ "eval_steps_per_second": 0.517,
243
+ "step": 3600
244
+ },
245
+ {
246
+ "epoch": 11.59,
247
+ "learning_rate": 0.0002,
248
+ "loss": 0.026,
249
+ "step": 3800
250
+ },
251
+ {
252
+ "epoch": 11.59,
253
+ "eval_runtime": 34.8416,
254
+ "eval_samples_per_second": 7.922,
255
+ "eval_steps_per_second": 0.517,
256
+ "step": 3800
257
+ },
258
+ {
259
+ "epoch": 12.2,
260
+ "learning_rate": 0.0002,
261
+ "loss": 0.0269,
262
+ "step": 4000
263
+ },
264
+ {
265
+ "epoch": 12.2,
266
+ "eval_runtime": 34.822,
267
+ "eval_samples_per_second": 7.926,
268
+ "eval_steps_per_second": 0.517,
269
+ "step": 4000
270
+ }
271
+ ],
272
+ "logging_steps": 200,
273
+ "max_steps": 4920,
274
+ "num_train_epochs": 15,
275
+ "save_steps": 200,
276
+ "total_flos": 1.2884662504390656e+18,
277
+ "trial_name": null,
278
+ "trial_params": null
279
+ }
last-checkpoint/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:85755a0da6c0d40358c18e6c07492dbaafe8de07710fa2537e9882ca1c76bff1
3
+ size 4027