fpadovani commited on
Commit
2a1c3db
·
verified ·
1 Parent(s): af76e0d

Training in progress, step 7500, checkpoint

Browse files
checkpoint-7500/config.json ADDED
@@ -0,0 +1,33 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "activation_function": "gelu_new",
3
+ "architectures": [
4
+ "GPT2LMHeadModel"
5
+ ],
6
+ "attn_pdrop": 0.1,
7
+ "bos_token_id": 1,
8
+ "dtype": "float32",
9
+ "embd_pdrop": 0.1,
10
+ "eos_token_id": 2,
11
+ "initializer_range": 0.02,
12
+ "layer_norm_epsilon": 1e-05,
13
+ "model_type": "gpt2",
14
+ "n_ctx": 1024,
15
+ "n_embd": 768,
16
+ "n_head": 12,
17
+ "n_inner": null,
18
+ "n_layer": 12,
19
+ "n_positions": 1024,
20
+ "pad_token_id": 2,
21
+ "reorder_and_upcast_attn": false,
22
+ "resid_pdrop": 0.1,
23
+ "scale_attn_by_inverse_layer_idx": false,
24
+ "scale_attn_weights": true,
25
+ "summary_activation": null,
26
+ "summary_first_dropout": 0.1,
27
+ "summary_proj_to_labels": true,
28
+ "summary_type": "cls_index",
29
+ "summary_use_proj": true,
30
+ "transformers_version": "4.56.1",
31
+ "use_cache": true,
32
+ "vocab_size": 30000
33
+ }
checkpoint-7500/generation_config.json ADDED
@@ -0,0 +1,9 @@
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_from_model_config": true,
3
+ "bos_token_id": 1,
4
+ "eos_token_id": [
5
+ 2
6
+ ],
7
+ "pad_token_id": 2,
8
+ "transformers_version": "4.56.1"
9
+ }
checkpoint-7500/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:42c68156bd07ad82028f8bf8c679ad4dcfdaad836002ea9ce39047013faf4674
3
+ size 435544704
checkpoint-7500/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7407cabbe358f660c9a26e8b9ed61ab928e2b77cdca14b338f8b368298f34062
3
+ size 871183627
checkpoint-7500/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:47535e1f1708aaa81d9209600f3e8c3549732594773ab9a6d32d32cbaf505831
3
+ size 14645
checkpoint-7500/scaler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:642827d515e7c3d88d20c04224822701abbbc9250deb1d366045f974d08b8258
3
+ size 1383
checkpoint-7500/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6b6cdb05b9e32f2aac9e9dbd5d0d169bf677303349b5289e444ebd238bf4865e
3
+ size 1465
checkpoint-7500/special_tokens_map.json ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "bos_token": "<s>",
3
+ "eos_token": "</s>",
4
+ "mask_token": "<mask>",
5
+ "pad_token": "</s>",
6
+ "sep_token": "<sep>",
7
+ "unk_token": "<unk>"
8
+ }
checkpoint-7500/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
checkpoint-7500/tokenizer_config.json ADDED
@@ -0,0 +1,62 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "added_tokens_decoder": {
3
+ "0": {
4
+ "content": "<pad>",
5
+ "lstrip": false,
6
+ "normalized": false,
7
+ "rstrip": false,
8
+ "single_word": false,
9
+ "special": true
10
+ },
11
+ "1": {
12
+ "content": "<s>",
13
+ "lstrip": false,
14
+ "normalized": false,
15
+ "rstrip": false,
16
+ "single_word": false,
17
+ "special": true
18
+ },
19
+ "2": {
20
+ "content": "</s>",
21
+ "lstrip": false,
22
+ "normalized": false,
23
+ "rstrip": false,
24
+ "single_word": false,
25
+ "special": true
26
+ },
27
+ "3": {
28
+ "content": "<unk>",
29
+ "lstrip": false,
30
+ "normalized": false,
31
+ "rstrip": false,
32
+ "single_word": false,
33
+ "special": true
34
+ },
35
+ "4": {
36
+ "content": "<mask>",
37
+ "lstrip": false,
38
+ "normalized": false,
39
+ "rstrip": false,
40
+ "single_word": false,
41
+ "special": true
42
+ },
43
+ "5": {
44
+ "content": "<sep>",
45
+ "lstrip": false,
46
+ "normalized": false,
47
+ "rstrip": false,
48
+ "single_word": false,
49
+ "special": true
50
+ }
51
+ },
52
+ "bos_token": "<s>",
53
+ "clean_up_tokenization_spaces": false,
54
+ "eos_token": "</s>",
55
+ "extra_special_tokens": {},
56
+ "mask_token": "<mask>",
57
+ "model_max_length": 1000000000000000019884624838656,
58
+ "pad_token": "</s>",
59
+ "sep_token": "<sep>",
60
+ "tokenizer_class": "PreTrainedTokenizerFast",
61
+ "unk_token": "<unk>"
62
+ }
checkpoint-7500/trainer_state.json ADDED
@@ -0,0 +1,326 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_global_step": 5096,
3
+ "best_metric": 5.1381754875183105,
4
+ "best_model_checkpoint": null,
5
+ "epoch": 19.132653061224488,
6
+ "eval_steps": 500,
7
+ "global_step": 7500,
8
+ "is_hyper_param_search": false,
9
+ "is_local_process_zero": true,
10
+ "is_world_process_zero": true,
11
+ "log_history": [
12
+ {
13
+ "epoch": 0.002551020408163265,
14
+ "grad_norm": 15.997297286987305,
15
+ "learning_rate": 0.0,
16
+ "loss": 10.3668,
17
+ "step": 1
18
+ },
19
+ {
20
+ "epoch": 1.0,
21
+ "grad_norm": 1.2358328104019165,
22
+ "learning_rate": 7.82e-05,
23
+ "loss": 6.9042,
24
+ "step": 392
25
+ },
26
+ {
27
+ "epoch": 1.0,
28
+ "eval_loss": 5.92939567565918,
29
+ "eval_runtime": 19.2319,
30
+ "eval_samples_per_second": 1310.896,
31
+ "eval_steps_per_second": 5.148,
32
+ "step": 392
33
+ },
34
+ {
35
+ "epoch": 2.0,
36
+ "grad_norm": 0.759972333908081,
37
+ "learning_rate": 9.613387978142077e-05,
38
+ "loss": 5.6847,
39
+ "step": 784
40
+ },
41
+ {
42
+ "epoch": 2.0,
43
+ "eval_loss": 5.581369876861572,
44
+ "eval_runtime": 19.3238,
45
+ "eval_samples_per_second": 1304.658,
46
+ "eval_steps_per_second": 5.123,
47
+ "step": 784
48
+ },
49
+ {
50
+ "epoch": 3.0,
51
+ "grad_norm": 0.7742834091186523,
52
+ "learning_rate": 9.077868852459017e-05,
53
+ "loss": 5.4562,
54
+ "step": 1176
55
+ },
56
+ {
57
+ "epoch": 3.0,
58
+ "eval_loss": 5.447832107543945,
59
+ "eval_runtime": 19.2983,
60
+ "eval_samples_per_second": 1306.384,
61
+ "eval_steps_per_second": 5.13,
62
+ "step": 1176
63
+ },
64
+ {
65
+ "epoch": 4.0,
66
+ "grad_norm": 0.7993216514587402,
67
+ "learning_rate": 8.542349726775956e-05,
68
+ "loss": 5.3286,
69
+ "step": 1568
70
+ },
71
+ {
72
+ "epoch": 4.0,
73
+ "eval_loss": 5.363584995269775,
74
+ "eval_runtime": 19.3964,
75
+ "eval_samples_per_second": 1299.779,
76
+ "eval_steps_per_second": 5.104,
77
+ "step": 1568
78
+ },
79
+ {
80
+ "epoch": 5.0,
81
+ "grad_norm": 0.7784366011619568,
82
+ "learning_rate": 8.006830601092896e-05,
83
+ "loss": 5.2299,
84
+ "step": 1960
85
+ },
86
+ {
87
+ "epoch": 5.0,
88
+ "eval_loss": 5.298907279968262,
89
+ "eval_runtime": 19.4976,
90
+ "eval_samples_per_second": 1293.03,
91
+ "eval_steps_per_second": 5.078,
92
+ "step": 1960
93
+ },
94
+ {
95
+ "epoch": 6.0,
96
+ "grad_norm": 0.8116441965103149,
97
+ "learning_rate": 7.471311475409837e-05,
98
+ "loss": 5.1442,
99
+ "step": 2352
100
+ },
101
+ {
102
+ "epoch": 6.0,
103
+ "eval_loss": 5.24989652633667,
104
+ "eval_runtime": 19.5437,
105
+ "eval_samples_per_second": 1289.979,
106
+ "eval_steps_per_second": 5.066,
107
+ "step": 2352
108
+ },
109
+ {
110
+ "epoch": 7.0,
111
+ "grad_norm": 0.8277950286865234,
112
+ "learning_rate": 6.935792349726776e-05,
113
+ "loss": 5.067,
114
+ "step": 2744
115
+ },
116
+ {
117
+ "epoch": 7.0,
118
+ "eval_loss": 5.2103986740112305,
119
+ "eval_runtime": 19.3025,
120
+ "eval_samples_per_second": 1306.1,
121
+ "eval_steps_per_second": 5.129,
122
+ "step": 2744
123
+ },
124
+ {
125
+ "epoch": 8.0,
126
+ "grad_norm": 0.9170593023300171,
127
+ "learning_rate": 6.400273224043716e-05,
128
+ "loss": 4.9956,
129
+ "step": 3136
130
+ },
131
+ {
132
+ "epoch": 8.0,
133
+ "eval_loss": 5.180742263793945,
134
+ "eval_runtime": 19.4029,
135
+ "eval_samples_per_second": 1299.342,
136
+ "eval_steps_per_second": 5.102,
137
+ "step": 3136
138
+ },
139
+ {
140
+ "epoch": 9.0,
141
+ "grad_norm": 0.9232907295227051,
142
+ "learning_rate": 5.864754098360656e-05,
143
+ "loss": 4.9288,
144
+ "step": 3528
145
+ },
146
+ {
147
+ "epoch": 9.0,
148
+ "eval_loss": 5.161396026611328,
149
+ "eval_runtime": 19.3213,
150
+ "eval_samples_per_second": 1304.827,
151
+ "eval_steps_per_second": 5.124,
152
+ "step": 3528
153
+ },
154
+ {
155
+ "epoch": 10.0,
156
+ "grad_norm": 1.020440697669983,
157
+ "learning_rate": 5.329234972677596e-05,
158
+ "loss": 4.8655,
159
+ "step": 3920
160
+ },
161
+ {
162
+ "epoch": 10.0,
163
+ "eval_loss": 5.148547649383545,
164
+ "eval_runtime": 19.3239,
165
+ "eval_samples_per_second": 1304.654,
166
+ "eval_steps_per_second": 5.123,
167
+ "step": 3920
168
+ },
169
+ {
170
+ "epoch": 11.0,
171
+ "grad_norm": 1.0839093923568726,
172
+ "learning_rate": 4.793715846994536e-05,
173
+ "loss": 4.8056,
174
+ "step": 4312
175
+ },
176
+ {
177
+ "epoch": 11.0,
178
+ "eval_loss": 5.141533374786377,
179
+ "eval_runtime": 19.3136,
180
+ "eval_samples_per_second": 1305.348,
181
+ "eval_steps_per_second": 5.126,
182
+ "step": 4312
183
+ },
184
+ {
185
+ "epoch": 12.0,
186
+ "grad_norm": 1.1907027959823608,
187
+ "learning_rate": 4.258196721311475e-05,
188
+ "loss": 4.7484,
189
+ "step": 4704
190
+ },
191
+ {
192
+ "epoch": 12.0,
193
+ "eval_loss": 5.139172077178955,
194
+ "eval_runtime": 19.5421,
195
+ "eval_samples_per_second": 1290.087,
196
+ "eval_steps_per_second": 5.066,
197
+ "step": 4704
198
+ },
199
+ {
200
+ "epoch": 13.0,
201
+ "grad_norm": 1.2344415187835693,
202
+ "learning_rate": 3.722677595628416e-05,
203
+ "loss": 4.6944,
204
+ "step": 5096
205
+ },
206
+ {
207
+ "epoch": 13.0,
208
+ "eval_loss": 5.1381754875183105,
209
+ "eval_runtime": 19.2465,
210
+ "eval_samples_per_second": 1309.899,
211
+ "eval_steps_per_second": 5.144,
212
+ "step": 5096
213
+ },
214
+ {
215
+ "epoch": 14.0,
216
+ "grad_norm": 1.3157490491867065,
217
+ "learning_rate": 3.1871584699453554e-05,
218
+ "loss": 4.6433,
219
+ "step": 5488
220
+ },
221
+ {
222
+ "epoch": 14.0,
223
+ "eval_loss": 5.140122890472412,
224
+ "eval_runtime": 19.3693,
225
+ "eval_samples_per_second": 1301.593,
226
+ "eval_steps_per_second": 5.111,
227
+ "step": 5488
228
+ },
229
+ {
230
+ "epoch": 15.0,
231
+ "grad_norm": 1.3936015367507935,
232
+ "learning_rate": 2.651639344262295e-05,
233
+ "loss": 4.5983,
234
+ "step": 5880
235
+ },
236
+ {
237
+ "epoch": 15.0,
238
+ "eval_loss": 5.146300315856934,
239
+ "eval_runtime": 19.3881,
240
+ "eval_samples_per_second": 1300.333,
241
+ "eval_steps_per_second": 5.106,
242
+ "step": 5880
243
+ },
244
+ {
245
+ "epoch": 16.0,
246
+ "grad_norm": 1.4432587623596191,
247
+ "learning_rate": 2.116120218579235e-05,
248
+ "loss": 4.5582,
249
+ "step": 6272
250
+ },
251
+ {
252
+ "epoch": 16.0,
253
+ "eval_loss": 5.153017520904541,
254
+ "eval_runtime": 19.2624,
255
+ "eval_samples_per_second": 1308.822,
256
+ "eval_steps_per_second": 5.14,
257
+ "step": 6272
258
+ },
259
+ {
260
+ "epoch": 17.0,
261
+ "grad_norm": 1.5094021558761597,
262
+ "learning_rate": 1.5806010928961746e-05,
263
+ "loss": 4.5233,
264
+ "step": 6664
265
+ },
266
+ {
267
+ "epoch": 17.0,
268
+ "eval_loss": 5.158046245574951,
269
+ "eval_runtime": 19.2685,
270
+ "eval_samples_per_second": 1308.408,
271
+ "eval_steps_per_second": 5.138,
272
+ "step": 6664
273
+ },
274
+ {
275
+ "epoch": 18.0,
276
+ "grad_norm": 1.5764825344085693,
277
+ "learning_rate": 1.0450819672131149e-05,
278
+ "loss": 4.4937,
279
+ "step": 7056
280
+ },
281
+ {
282
+ "epoch": 18.0,
283
+ "eval_loss": 5.163742542266846,
284
+ "eval_runtime": 19.2425,
285
+ "eval_samples_per_second": 1310.171,
286
+ "eval_steps_per_second": 5.145,
287
+ "step": 7056
288
+ },
289
+ {
290
+ "epoch": 19.0,
291
+ "grad_norm": 1.6419003009796143,
292
+ "learning_rate": 5.095628415300547e-06,
293
+ "loss": 4.4692,
294
+ "step": 7448
295
+ },
296
+ {
297
+ "epoch": 19.0,
298
+ "eval_loss": 5.169681072235107,
299
+ "eval_runtime": 19.3185,
300
+ "eval_samples_per_second": 1305.021,
301
+ "eval_steps_per_second": 5.125,
302
+ "step": 7448
303
+ }
304
+ ],
305
+ "logging_steps": 500,
306
+ "max_steps": 7840,
307
+ "num_input_tokens_seen": 0,
308
+ "num_train_epochs": 20,
309
+ "save_steps": 500,
310
+ "stateful_callbacks": {
311
+ "TrainerControl": {
312
+ "args": {
313
+ "should_epoch_stop": false,
314
+ "should_evaluate": false,
315
+ "should_log": false,
316
+ "should_save": true,
317
+ "should_training_stop": false
318
+ },
319
+ "attributes": {}
320
+ }
321
+ },
322
+ "total_flos": 1.25309714153472e+17,
323
+ "train_batch_size": 256,
324
+ "trial_name": null,
325
+ "trial_params": null
326
+ }
checkpoint-7500/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:68a529a8498a9d965819bf81859a3b9e43c9e3cfb93ce4bac7a5d224b0837459
3
+ size 5905