Panzy18 commited on
Commit
b852d47
·
1 Parent(s): c3c26f9
added_tokens.json ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ {
2
+ "[MASK]": 128000
3
+ }
config.json ADDED
@@ -0,0 +1,45 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "MoritzLaurer/deberta-v3-large-zeroshot-v2.0",
3
+ "architectures": [
4
+ "DebertaV2ForSequenceClassification"
5
+ ],
6
+ "attention_probs_dropout_prob": 0.1,
7
+ "hidden_act": "gelu",
8
+ "hidden_dropout_prob": 0.1,
9
+ "hidden_size": 1024,
10
+ "id2label": {
11
+ "0": "LABEL_0",
12
+ "1": "LABEL_1",
13
+ "2": "LABEL_2"
14
+ },
15
+ "initializer_range": 0.02,
16
+ "intermediate_size": 4096,
17
+ "label2id": {
18
+ "LABEL_0": 0,
19
+ "LABEL_1": 1,
20
+ "LABEL_2": 2
21
+ },
22
+ "layer_norm_eps": 1e-07,
23
+ "max_position_embeddings": 512,
24
+ "max_relative_positions": -1,
25
+ "model_type": "deberta-v2",
26
+ "norm_rel_ebd": "layer_norm",
27
+ "num_attention_heads": 16,
28
+ "num_hidden_layers": 24,
29
+ "pad_token_id": 0,
30
+ "pooler_dropout": 0,
31
+ "pooler_hidden_act": "gelu",
32
+ "pooler_hidden_size": 1024,
33
+ "pos_att_type": [
34
+ "p2c",
35
+ "c2p"
36
+ ],
37
+ "position_biased_input": false,
38
+ "position_buckets": 256,
39
+ "relative_attention": true,
40
+ "share_att_key": true,
41
+ "torch_dtype": "float32",
42
+ "transformers_version": "4.40.1",
43
+ "type_vocab_size": 0,
44
+ "vocab_size": 128100
45
+ }
model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a07bf4649b53441eb837f1e3ae8d38bf4689d180dee3c78f5c78aac3975693f9
3
+ size 1740308548
optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7803cedf7bc7807b866becaee1d7635d37591322f30eec782bb39b63b91da2ef
3
+ size 3480848432
rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:afb349f3bbfcbbd518d2508729c7b8fa98e74cebfdb97dad1afea6f567780777
3
+ size 14244
scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e017e7b1fc0d86725217f81b87cf073c408c6dfdd02236437dc30e0227ffaf31
3
+ size 1064
special_tokens_map.json ADDED
@@ -0,0 +1,51 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "bos_token": {
3
+ "content": "[CLS]",
4
+ "lstrip": false,
5
+ "normalized": false,
6
+ "rstrip": false,
7
+ "single_word": false
8
+ },
9
+ "cls_token": {
10
+ "content": "[CLS]",
11
+ "lstrip": false,
12
+ "normalized": false,
13
+ "rstrip": false,
14
+ "single_word": false
15
+ },
16
+ "eos_token": {
17
+ "content": "[SEP]",
18
+ "lstrip": false,
19
+ "normalized": false,
20
+ "rstrip": false,
21
+ "single_word": false
22
+ },
23
+ "mask_token": {
24
+ "content": "[MASK]",
25
+ "lstrip": false,
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": "[SEP]",
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": true,
48
+ "rstrip": false,
49
+ "single_word": false
50
+ }
51
+ }
spm.model ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c679fbf93643d19aab7ee10c0b99e460bdbc02fedf34b92b05af343b4af586fd
3
+ size 2464616
tokenizer_config.json ADDED
@@ -0,0 +1,58 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": "[CLS]",
13
+ "lstrip": false,
14
+ "normalized": false,
15
+ "rstrip": false,
16
+ "single_word": false,
17
+ "special": true
18
+ },
19
+ "2": {
20
+ "content": "[SEP]",
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": true,
31
+ "rstrip": false,
32
+ "single_word": false,
33
+ "special": true
34
+ },
35
+ "128000": {
36
+ "content": "[MASK]",
37
+ "lstrip": false,
38
+ "normalized": false,
39
+ "rstrip": false,
40
+ "single_word": false,
41
+ "special": true
42
+ }
43
+ },
44
+ "bos_token": "[CLS]",
45
+ "clean_up_tokenization_spaces": true,
46
+ "cls_token": "[CLS]",
47
+ "do_lower_case": false,
48
+ "eos_token": "[SEP]",
49
+ "mask_token": "[MASK]",
50
+ "model_max_length": 512,
51
+ "pad_token": "[PAD]",
52
+ "sep_token": "[SEP]",
53
+ "sp_model_kwargs": {},
54
+ "split_by_punct": false,
55
+ "tokenizer_class": "DebertaV2Tokenizer",
56
+ "unk_token": "[UNK]",
57
+ "vocab_type": "spm"
58
+ }
trainer_state.json ADDED
@@ -0,0 +1,508 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": null,
3
+ "best_model_checkpoint": null,
4
+ "epoch": 3.0,
5
+ "eval_steps": 500,
6
+ "global_step": 29073,
7
+ "is_hyper_param_search": false,
8
+ "is_local_process_zero": true,
9
+ "is_world_process_zero": true,
10
+ "log_history": [
11
+ {
12
+ "epoch": 0.05159426271798576,
13
+ "grad_norm": 7.558670997619629,
14
+ "learning_rate": 2.5736389684813753e-06,
15
+ "loss": 0.7519,
16
+ "step": 500
17
+ },
18
+ {
19
+ "epoch": 0.10318852543597153,
20
+ "grad_norm": 6.3421125411987305,
21
+ "learning_rate": 5.15243553008596e-06,
22
+ "loss": 0.3291,
23
+ "step": 1000
24
+ },
25
+ {
26
+ "epoch": 0.15478278815395727,
27
+ "grad_norm": 7.725200176239014,
28
+ "learning_rate": 7.720916905444127e-06,
29
+ "loss": 0.2716,
30
+ "step": 1500
31
+ },
32
+ {
33
+ "epoch": 0.20637705087194305,
34
+ "grad_norm": 6.253057479858398,
35
+ "learning_rate": 8.917008196721311e-06,
36
+ "loss": 0.2444,
37
+ "step": 2000
38
+ },
39
+ {
40
+ "epoch": 0.2579713135899288,
41
+ "grad_norm": 8.090571403503418,
42
+ "learning_rate": 8.752341920374708e-06,
43
+ "loss": 0.2057,
44
+ "step": 2500
45
+ },
46
+ {
47
+ "epoch": 0.30956557630791454,
48
+ "grad_norm": 5.437821865081787,
49
+ "learning_rate": 8.587675644028104e-06,
50
+ "loss": 0.1938,
51
+ "step": 3000
52
+ },
53
+ {
54
+ "epoch": 0.3611598390259003,
55
+ "grad_norm": 3.594510316848755,
56
+ "learning_rate": 8.423009367681498e-06,
57
+ "loss": 0.1888,
58
+ "step": 3500
59
+ },
60
+ {
61
+ "epoch": 0.4127541017438861,
62
+ "grad_norm": 1.5619558095932007,
63
+ "learning_rate": 8.258343091334895e-06,
64
+ "loss": 0.1681,
65
+ "step": 4000
66
+ },
67
+ {
68
+ "epoch": 0.46434836446187183,
69
+ "grad_norm": 5.857831001281738,
70
+ "learning_rate": 8.093676814988291e-06,
71
+ "loss": 0.1581,
72
+ "step": 4500
73
+ },
74
+ {
75
+ "epoch": 0.5159426271798576,
76
+ "grad_norm": 2.4653804302215576,
77
+ "learning_rate": 7.929010538641687e-06,
78
+ "loss": 0.1469,
79
+ "step": 5000
80
+ },
81
+ {
82
+ "epoch": 0.5675368898978433,
83
+ "grad_norm": 8.388437271118164,
84
+ "learning_rate": 7.764673594847776e-06,
85
+ "loss": 0.1416,
86
+ "step": 5500
87
+ },
88
+ {
89
+ "epoch": 0.6191311526158291,
90
+ "grad_norm": 0.739997386932373,
91
+ "learning_rate": 7.600007318501171e-06,
92
+ "loss": 0.143,
93
+ "step": 6000
94
+ },
95
+ {
96
+ "epoch": 0.6707254153338149,
97
+ "grad_norm": 4.071037292480469,
98
+ "learning_rate": 7.435341042154568e-06,
99
+ "loss": 0.1309,
100
+ "step": 6500
101
+ },
102
+ {
103
+ "epoch": 0.7223196780518006,
104
+ "grad_norm": 1.3754676580429077,
105
+ "learning_rate": 7.270674765807963e-06,
106
+ "loss": 0.1311,
107
+ "step": 7000
108
+ },
109
+ {
110
+ "epoch": 0.7739139407697864,
111
+ "grad_norm": 7.085391998291016,
112
+ "learning_rate": 7.1060084894613585e-06,
113
+ "loss": 0.1194,
114
+ "step": 7500
115
+ },
116
+ {
117
+ "epoch": 0.8255082034877722,
118
+ "grad_norm": 3.828031539916992,
119
+ "learning_rate": 6.941342213114754e-06,
120
+ "loss": 0.1128,
121
+ "step": 8000
122
+ },
123
+ {
124
+ "epoch": 0.8771024662057579,
125
+ "grad_norm": 6.162450790405273,
126
+ "learning_rate": 6.77667593676815e-06,
127
+ "loss": 0.115,
128
+ "step": 8500
129
+ },
130
+ {
131
+ "epoch": 0.9286967289237437,
132
+ "grad_norm": 3.1122217178344727,
133
+ "learning_rate": 6.612009660421546e-06,
134
+ "loss": 0.1105,
135
+ "step": 9000
136
+ },
137
+ {
138
+ "epoch": 0.9802909916417294,
139
+ "grad_norm": 9.108379364013672,
140
+ "learning_rate": 6.447343384074942e-06,
141
+ "loss": 0.1054,
142
+ "step": 9500
143
+ },
144
+ {
145
+ "epoch": 1.0,
146
+ "eval_dev_accuracy": 0.9035151515151515,
147
+ "eval_dev_loss": 0.38524121046066284,
148
+ "eval_dev_runtime": 24.3219,
149
+ "eval_dev_samples_per_second": 678.401,
150
+ "eval_dev_steps_per_second": 42.431,
151
+ "step": 9691
152
+ },
153
+ {
154
+ "epoch": 1.0,
155
+ "eval_test_accuracy": 0.9203636363636364,
156
+ "eval_test_loss": 0.31113502383232117,
157
+ "eval_test_runtime": 24.5354,
158
+ "eval_test_samples_per_second": 672.497,
159
+ "eval_test_steps_per_second": 42.062,
160
+ "step": 9691
161
+ },
162
+ {
163
+ "epoch": 1.0,
164
+ "eval_verified_test_accuracy": 0.963639301874596,
165
+ "eval_verified_test_loss": 0.13967397809028625,
166
+ "eval_verified_test_runtime": 18.4171,
167
+ "eval_verified_test_samples_per_second": 671.986,
168
+ "eval_verified_test_steps_per_second": 42.026,
169
+ "step": 9691
170
+ },
171
+ {
172
+ "epoch": 1.0318852543597152,
173
+ "grad_norm": 0.7660722136497498,
174
+ "learning_rate": 6.2826771077283374e-06,
175
+ "loss": 0.095,
176
+ "step": 10000
177
+ },
178
+ {
179
+ "epoch": 1.083479517077701,
180
+ "grad_norm": 4.1145124435424805,
181
+ "learning_rate": 6.118010831381733e-06,
182
+ "loss": 0.0881,
183
+ "step": 10500
184
+ },
185
+ {
186
+ "epoch": 1.1350737797956867,
187
+ "grad_norm": 0.3238352835178375,
188
+ "learning_rate": 5.953344555035129e-06,
189
+ "loss": 0.0771,
190
+ "step": 11000
191
+ },
192
+ {
193
+ "epoch": 1.1866680425136724,
194
+ "grad_norm": 5.4124908447265625,
195
+ "learning_rate": 5.788678278688525e-06,
196
+ "loss": 0.0841,
197
+ "step": 11500
198
+ },
199
+ {
200
+ "epoch": 1.2382623052316581,
201
+ "grad_norm": 13.157797813415527,
202
+ "learning_rate": 5.624012002341921e-06,
203
+ "loss": 0.0861,
204
+ "step": 12000
205
+ },
206
+ {
207
+ "epoch": 1.289856567949644,
208
+ "grad_norm": 1.3548617362976074,
209
+ "learning_rate": 5.4593457259953155e-06,
210
+ "loss": 0.0852,
211
+ "step": 12500
212
+ },
213
+ {
214
+ "epoch": 1.3414508306676298,
215
+ "grad_norm": 2.0701634883880615,
216
+ "learning_rate": 5.294679449648712e-06,
217
+ "loss": 0.088,
218
+ "step": 13000
219
+ },
220
+ {
221
+ "epoch": 1.3930450933856156,
222
+ "grad_norm": 0.24185556173324585,
223
+ "learning_rate": 5.1303425058548e-06,
224
+ "loss": 0.076,
225
+ "step": 13500
226
+ },
227
+ {
228
+ "epoch": 1.4446393561036013,
229
+ "grad_norm": 1.3316065073013306,
230
+ "learning_rate": 4.965676229508197e-06,
231
+ "loss": 0.0769,
232
+ "step": 14000
233
+ },
234
+ {
235
+ "epoch": 1.496233618821587,
236
+ "grad_norm": 2.571403741836548,
237
+ "learning_rate": 4.801339285714286e-06,
238
+ "loss": 0.0775,
239
+ "step": 14500
240
+ },
241
+ {
242
+ "epoch": 1.5478278815395727,
243
+ "grad_norm": 2.0419647693634033,
244
+ "learning_rate": 4.636673009367682e-06,
245
+ "loss": 0.0757,
246
+ "step": 15000
247
+ },
248
+ {
249
+ "epoch": 1.5994221442575585,
250
+ "grad_norm": 4.6739912033081055,
251
+ "learning_rate": 4.472006733021077e-06,
252
+ "loss": 0.0775,
253
+ "step": 15500
254
+ },
255
+ {
256
+ "epoch": 1.6510164069755442,
257
+ "grad_norm": 7.1135053634643555,
258
+ "learning_rate": 4.307340456674473e-06,
259
+ "loss": 0.0728,
260
+ "step": 16000
261
+ },
262
+ {
263
+ "epoch": 1.70261066969353,
264
+ "grad_norm": 4.576988220214844,
265
+ "learning_rate": 4.142674180327869e-06,
266
+ "loss": 0.0774,
267
+ "step": 16500
268
+ },
269
+ {
270
+ "epoch": 1.7542049324115159,
271
+ "grad_norm": 0.0673130601644516,
272
+ "learning_rate": 3.978337236533958e-06,
273
+ "loss": 0.0636,
274
+ "step": 17000
275
+ },
276
+ {
277
+ "epoch": 1.8057991951295016,
278
+ "grad_norm": 8.489474296569824,
279
+ "learning_rate": 3.8136709601873536e-06,
280
+ "loss": 0.0692,
281
+ "step": 17500
282
+ },
283
+ {
284
+ "epoch": 1.8573934578474873,
285
+ "grad_norm": 13.07606315612793,
286
+ "learning_rate": 3.6490046838407495e-06,
287
+ "loss": 0.0689,
288
+ "step": 18000
289
+ },
290
+ {
291
+ "epoch": 1.9089877205654733,
292
+ "grad_norm": 0.5132156610488892,
293
+ "learning_rate": 3.4843384074941454e-06,
294
+ "loss": 0.0668,
295
+ "step": 18500
296
+ },
297
+ {
298
+ "epoch": 1.960581983283459,
299
+ "grad_norm": 6.281818389892578,
300
+ "learning_rate": 3.3196721311475413e-06,
301
+ "loss": 0.0705,
302
+ "step": 19000
303
+ },
304
+ {
305
+ "epoch": 2.0,
306
+ "eval_dev_accuracy": 0.8983636363636364,
307
+ "eval_dev_loss": 0.5292544364929199,
308
+ "eval_dev_runtime": 24.2247,
309
+ "eval_dev_samples_per_second": 681.122,
310
+ "eval_dev_steps_per_second": 42.601,
311
+ "step": 19382
312
+ },
313
+ {
314
+ "epoch": 2.0,
315
+ "eval_test_accuracy": 0.9152727272727272,
316
+ "eval_test_loss": 0.4211724102497101,
317
+ "eval_test_runtime": 24.492,
318
+ "eval_test_samples_per_second": 673.688,
319
+ "eval_test_steps_per_second": 42.136,
320
+ "step": 19382
321
+ },
322
+ {
323
+ "epoch": 2.0,
324
+ "eval_verified_test_accuracy": 0.9569327731092437,
325
+ "eval_verified_test_loss": 0.1964138001203537,
326
+ "eval_verified_test_runtime": 18.3946,
327
+ "eval_verified_test_samples_per_second": 672.807,
328
+ "eval_verified_test_steps_per_second": 42.078,
329
+ "step": 19382
330
+ },
331
+ {
332
+ "epoch": 2.0121762460014447,
333
+ "grad_norm": 0.1685587465763092,
334
+ "learning_rate": 3.15533518735363e-06,
335
+ "loss": 0.0604,
336
+ "step": 19500
337
+ },
338
+ {
339
+ "epoch": 2.0637705087194305,
340
+ "grad_norm": 3.583531141281128,
341
+ "learning_rate": 2.990668911007026e-06,
342
+ "loss": 0.0486,
343
+ "step": 20000
344
+ },
345
+ {
346
+ "epoch": 2.115364771437416,
347
+ "grad_norm": 2.067493200302124,
348
+ "learning_rate": 2.8260026346604216e-06,
349
+ "loss": 0.0446,
350
+ "step": 20500
351
+ },
352
+ {
353
+ "epoch": 2.166959034155402,
354
+ "grad_norm": 0.8109681010246277,
355
+ "learning_rate": 2.6616656908665106e-06,
356
+ "loss": 0.043,
357
+ "step": 21000
358
+ },
359
+ {
360
+ "epoch": 2.2185532968733876,
361
+ "grad_norm": 1.798444151878357,
362
+ "learning_rate": 2.4969994145199065e-06,
363
+ "loss": 0.051,
364
+ "step": 21500
365
+ },
366
+ {
367
+ "epoch": 2.2701475595913734,
368
+ "grad_norm": 0.02468039281666279,
369
+ "learning_rate": 2.332333138173302e-06,
370
+ "loss": 0.0475,
371
+ "step": 22000
372
+ },
373
+ {
374
+ "epoch": 2.321741822309359,
375
+ "grad_norm": 6.017990589141846,
376
+ "learning_rate": 2.167666861826698e-06,
377
+ "loss": 0.0473,
378
+ "step": 22500
379
+ },
380
+ {
381
+ "epoch": 2.373336085027345,
382
+ "grad_norm": 0.12943503260612488,
383
+ "learning_rate": 2.0030005854800936e-06,
384
+ "loss": 0.0469,
385
+ "step": 23000
386
+ },
387
+ {
388
+ "epoch": 2.4249303477453306,
389
+ "grad_norm": 0.710267961025238,
390
+ "learning_rate": 1.8386636416861827e-06,
391
+ "loss": 0.0482,
392
+ "step": 23500
393
+ },
394
+ {
395
+ "epoch": 2.4765246104633163,
396
+ "grad_norm": 4.638703346252441,
397
+ "learning_rate": 1.6739973653395785e-06,
398
+ "loss": 0.0554,
399
+ "step": 24000
400
+ },
401
+ {
402
+ "epoch": 2.5281188731813025,
403
+ "grad_norm": 1.667284607887268,
404
+ "learning_rate": 1.5096604215456673e-06,
405
+ "loss": 0.042,
406
+ "step": 24500
407
+ },
408
+ {
409
+ "epoch": 2.579713135899288,
410
+ "grad_norm": 2.6058883666992188,
411
+ "learning_rate": 1.3449941451990634e-06,
412
+ "loss": 0.0487,
413
+ "step": 25000
414
+ },
415
+ {
416
+ "epoch": 2.631307398617274,
417
+ "grad_norm": 1.2941348552703857,
418
+ "learning_rate": 1.180327868852459e-06,
419
+ "loss": 0.0482,
420
+ "step": 25500
421
+ },
422
+ {
423
+ "epoch": 2.6829016613352596,
424
+ "grad_norm": 0.13713909685611725,
425
+ "learning_rate": 1.0156615925058547e-06,
426
+ "loss": 0.047,
427
+ "step": 26000
428
+ },
429
+ {
430
+ "epoch": 2.7344959240532454,
431
+ "grad_norm": 6.215357303619385,
432
+ "learning_rate": 8.509953161592506e-07,
433
+ "loss": 0.0408,
434
+ "step": 26500
435
+ },
436
+ {
437
+ "epoch": 2.786090186771231,
438
+ "grad_norm": 0.08112023025751114,
439
+ "learning_rate": 6.863290398126464e-07,
440
+ "loss": 0.0419,
441
+ "step": 27000
442
+ },
443
+ {
444
+ "epoch": 2.837684449489217,
445
+ "grad_norm": 1.3868869543075562,
446
+ "learning_rate": 5.216627634660422e-07,
447
+ "loss": 0.0449,
448
+ "step": 27500
449
+ },
450
+ {
451
+ "epoch": 2.8892787122072026,
452
+ "grad_norm": 0.07935940474271774,
453
+ "learning_rate": 3.56996487119438e-07,
454
+ "loss": 0.048,
455
+ "step": 28000
456
+ },
457
+ {
458
+ "epoch": 2.9408729749251883,
459
+ "grad_norm": 0.05485483631491661,
460
+ "learning_rate": 1.9233021077283373e-07,
461
+ "loss": 0.0393,
462
+ "step": 28500
463
+ },
464
+ {
465
+ "epoch": 2.992467237643174,
466
+ "grad_norm": 4.398229598999023,
467
+ "learning_rate": 2.7663934426229508e-08,
468
+ "loss": 0.0446,
469
+ "step": 29000
470
+ },
471
+ {
472
+ "epoch": 3.0,
473
+ "eval_dev_accuracy": 0.8943030303030303,
474
+ "eval_dev_loss": 0.6738013625144958,
475
+ "eval_dev_runtime": 24.3063,
476
+ "eval_dev_samples_per_second": 678.836,
477
+ "eval_dev_steps_per_second": 42.458,
478
+ "step": 29073
479
+ },
480
+ {
481
+ "epoch": 3.0,
482
+ "eval_test_accuracy": 0.9123030303030303,
483
+ "eval_test_loss": 0.5465541481971741,
484
+ "eval_test_runtime": 24.5738,
485
+ "eval_test_samples_per_second": 671.448,
486
+ "eval_test_steps_per_second": 41.996,
487
+ "step": 29073
488
+ },
489
+ {
490
+ "epoch": 3.0,
491
+ "eval_verified_test_accuracy": 0.9536199095022625,
492
+ "eval_verified_test_loss": 0.27511948347091675,
493
+ "eval_verified_test_runtime": 18.4409,
494
+ "eval_verified_test_samples_per_second": 671.117,
495
+ "eval_verified_test_steps_per_second": 41.972,
496
+ "step": 29073
497
+ }
498
+ ],
499
+ "logging_steps": 500,
500
+ "max_steps": 29073,
501
+ "num_input_tokens_seen": 0,
502
+ "num_train_epochs": 3,
503
+ "save_steps": 500,
504
+ "total_flos": 5.067736824879187e+16,
505
+ "train_batch_size": 8,
506
+ "trial_name": null,
507
+ "trial_params": null
508
+ }
training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c88a760b3d67bd130291b0f2977f142285e096b9d190e620ad4933273032a900
3
+ size 4920