huyydangg commited on
Commit
ed088a0
·
verified ·
1 Parent(s): f205b5e

Initial model upload

Browse files
Files changed (6) hide show
  1. model.safetensors +1 -1
  2. optimizer.pt +1 -1
  3. rng_state.pth +1 -1
  4. scheduler.pt +1 -1
  5. trainer_state.json +526 -344
  6. training_args.bin +1 -1
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:1d71b98c7810f32cd761119e72b94f7efaebb9b9cdef0c12959c166256cdbd93
3
  size 540015464
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:26b7ca80ef00aa7288a188db5edf163c11a8ac1681371f4c16f17cfd5a6456db
3
  size 540015464
optimizer.pt CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:c4ebc28c2ebca4862776a9f89c3c8de972438cd172a22813b89b57db18dc44d2
3
  size 1080155450
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d3739f11dcf2f0ed8e7c54b63ea0dc0f8965d399c942b60f2377e57983e9dff7
3
  size 1080155450
rng_state.pth CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:19059bd5ccf01b60d1ddae0c675995666bd984bcf457cfdcaf9516d7d8ff43fe
3
  size 14244
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:dfeb8c590edf888671f99518f74ec69b152edc0fe62d6ec619109abb0aabd9ad
3
  size 14244
scheduler.pt CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:37d2c3099ed2a7c9bdcdc0c3d1058ad81e0894112175f8523a80f541d102e381
3
  size 1064
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:919da8dcf4d5c21cc901f05c12ea815f92297aa610dd89eab8d81c1d5537f624
3
  size 1064
trainer_state.json CHANGED
@@ -1,380 +1,562 @@
1
  {
2
- "best_metric": 0.513288052386553,
3
- "best_model_checkpoint": "bkai-fine-tuned-legal/checkpoint-240",
4
- "epoch": 4.0,
5
  "eval_steps": 500,
6
- "global_step": 240,
7
  "is_hyper_param_search": false,
8
  "is_local_process_zero": true,
9
  "is_world_process_zero": true,
10
  "log_history": [
11
  {
12
  "epoch": 1.0,
13
- "grad_norm": 3051630.25,
14
- "learning_rate": 2.9970400926424075e-05,
15
- "loss": 0.9663,
16
- "step": 60
17
  },
18
  {
19
  "epoch": 1.0,
20
- "eval_dim_128_cosine_accuracy@1": 0.2080602426439827,
21
- "eval_dim_128_cosine_accuracy@10": 0.6729884256031237,
22
- "eval_dim_128_cosine_accuracy@3": 0.4049644401059824,
23
- "eval_dim_128_cosine_accuracy@5": 0.49504950495049505,
24
- "eval_dim_128_cosine_map@100": 0.34660918730461937,
25
- "eval_dim_128_cosine_mrr@10": 0.3358910891089097,
26
- "eval_dim_128_cosine_ndcg@10": 0.41500734332231626,
27
- "eval_dim_128_cosine_precision@1": 0.2080602426439827,
28
- "eval_dim_128_cosine_precision@10": 0.06729884256031238,
29
- "eval_dim_128_cosine_precision@3": 0.13498814670199413,
30
- "eval_dim_128_cosine_precision@5": 0.09900990099009901,
31
- "eval_dim_128_cosine_recall@1": 0.2080602426439827,
32
- "eval_dim_128_cosine_recall@10": 0.6729884256031237,
33
- "eval_dim_128_cosine_recall@3": 0.4049644401059824,
34
- "eval_dim_128_cosine_recall@5": 0.49504950495049505,
35
- "eval_dim_256_cosine_accuracy@1": 0.21321991354064984,
36
- "eval_dim_256_cosine_accuracy@10": 0.6862362292567284,
37
- "eval_dim_256_cosine_accuracy@3": 0.41598103472319065,
38
- "eval_dim_256_cosine_accuracy@5": 0.5063450006972529,
39
- "eval_dim_256_cosine_map@100": 0.3546268888431031,
40
- "eval_dim_256_cosine_mrr@10": 0.34420854057236694,
41
- "eval_dim_256_cosine_ndcg@10": 0.424598027833536,
42
- "eval_dim_256_cosine_precision@1": 0.21321991354064984,
43
- "eval_dim_256_cosine_precision@10": 0.06862362292567285,
44
- "eval_dim_256_cosine_precision@3": 0.1386603449077302,
45
- "eval_dim_256_cosine_precision@5": 0.10126900013945056,
46
- "eval_dim_256_cosine_recall@1": 0.21321991354064984,
47
- "eval_dim_256_cosine_recall@10": 0.6862362292567284,
48
- "eval_dim_256_cosine_recall@3": 0.41598103472319065,
49
- "eval_dim_256_cosine_recall@5": 0.5063450006972529,
50
- "eval_dim_512_cosine_accuracy@1": 0.21433551805884815,
51
- "eval_dim_512_cosine_accuracy@10": 0.6919537024124948,
52
- "eval_dim_512_cosine_accuracy@3": 0.4211407056198578,
53
- "eval_dim_512_cosine_accuracy@5": 0.508855110863199,
54
- "eval_dim_512_cosine_map@100": 0.3564257538175301,
55
- "eval_dim_512_cosine_mrr@10": 0.34621192501543907,
56
- "eval_dim_512_cosine_ndcg@10": 0.42739973393443165,
57
- "eval_dim_512_cosine_precision@1": 0.21433551805884815,
58
- "eval_dim_512_cosine_precision@10": 0.06919537024124948,
59
- "eval_dim_512_cosine_precision@3": 0.14038023520661924,
60
- "eval_dim_512_cosine_precision@5": 0.1017710221726398,
61
- "eval_dim_512_cosine_recall@1": 0.21433551805884815,
62
- "eval_dim_512_cosine_recall@10": 0.6919537024124948,
63
- "eval_dim_512_cosine_recall@3": 0.4211407056198578,
64
- "eval_dim_512_cosine_recall@5": 0.508855110863199,
65
- "eval_dim_64_cosine_accuracy@1": 0.19704364802677451,
66
- "eval_dim_64_cosine_accuracy@10": 0.6503974341096082,
67
- "eval_dim_64_cosine_accuracy@3": 0.3846046576488635,
68
- "eval_dim_64_cosine_accuracy@5": 0.48096499790824154,
69
- "eval_dim_64_cosine_map@100": 0.3332997375022508,
70
- "eval_dim_64_cosine_mrr@10": 0.3223062799237654,
71
- "eval_dim_64_cosine_ndcg@10": 0.399385228043632,
72
- "eval_dim_64_cosine_precision@1": 0.19704364802677451,
73
- "eval_dim_64_cosine_precision@10": 0.06503974341096082,
74
- "eval_dim_64_cosine_precision@3": 0.12820155254962115,
75
- "eval_dim_64_cosine_precision@5": 0.0961929995816483,
76
- "eval_dim_64_cosine_recall@1": 0.19704364802677451,
77
- "eval_dim_64_cosine_recall@10": 0.6503974341096082,
78
- "eval_dim_64_cosine_recall@3": 0.3846046576488635,
79
- "eval_dim_64_cosine_recall@5": 0.48096499790824154,
80
- "eval_dim_768_cosine_accuracy@1": 0.22116859573281272,
81
- "eval_dim_768_cosine_accuracy@10": 0.6947427137079906,
82
- "eval_dim_768_cosine_accuracy@3": 0.4196067494073351,
83
- "eval_dim_768_cosine_accuracy@5": 0.5128991772416678,
84
- "eval_dim_768_cosine_map@100": 0.3609325312259912,
85
- "eval_dim_768_cosine_mrr@10": 0.3508835189353944,
86
- "eval_dim_768_cosine_ndcg@10": 0.4315716703139609,
87
- "eval_dim_768_cosine_precision@1": 0.22116859573281272,
88
- "eval_dim_768_cosine_precision@10": 0.06947427137079905,
89
- "eval_dim_768_cosine_precision@3": 0.13986891646911168,
90
- "eval_dim_768_cosine_precision@5": 0.10257983544833356,
91
- "eval_dim_768_cosine_recall@1": 0.22116859573281272,
92
- "eval_dim_768_cosine_recall@10": 0.6947427137079906,
93
- "eval_dim_768_cosine_recall@3": 0.4196067494073351,
94
- "eval_dim_768_cosine_recall@5": 0.5128991772416678,
95
- "eval_loss": 0.30127617716789246,
96
- "eval_runtime": 4760.4689,
97
- "eval_samples_per_second": 1.507,
98
- "eval_sequential_score": 0.399385228043632,
99
- "eval_steps_per_second": 0.019,
100
- "step": 60
101
  },
102
  {
103
  "epoch": 2.0,
104
- "grad_norm": 1582530.375,
105
- "learning_rate": 2.655769864163684e-05,
106
- "loss": 0.2399,
107
- "step": 120
108
  },
109
  {
110
  "epoch": 2.0,
111
- "eval_dim_128_cosine_accuracy@1": 0.3225491563240831,
112
- "eval_dim_128_cosine_accuracy@10": 0.7071538139729466,
113
- "eval_dim_128_cosine_accuracy@3": 0.46102356714544696,
114
- "eval_dim_128_cosine_accuracy@5": 0.53772137777158,
115
- "eval_dim_128_cosine_map@100": 0.43211454127792864,
116
- "eval_dim_128_cosine_mrr@10": 0.42227551225947657,
117
- "eval_dim_128_cosine_ndcg@10": 0.488553211966058,
118
- "eval_dim_128_cosine_precision@1": 0.3225491563240831,
119
- "eval_dim_128_cosine_precision@10": 0.07071538139729466,
120
- "eval_dim_128_cosine_precision@3": 0.15367452238181564,
121
- "eval_dim_128_cosine_precision@5": 0.107544275554316,
122
- "eval_dim_128_cosine_recall@1": 0.3225491563240831,
123
- "eval_dim_128_cosine_recall@10": 0.7071538139729466,
124
- "eval_dim_128_cosine_recall@3": 0.46102356714544696,
125
- "eval_dim_128_cosine_recall@5": 0.53772137777158,
126
- "eval_dim_256_cosine_accuracy@1": 0.32854553060939895,
127
- "eval_dim_256_cosine_accuracy@10": 0.7131501882582625,
128
- "eval_dim_256_cosine_accuracy@3": 0.464928182959141,
129
- "eval_dim_256_cosine_accuracy@5": 0.5421837958443732,
130
- "eval_dim_256_cosine_map@100": 0.4374891918057777,
131
- "eval_dim_256_cosine_mrr@10": 0.42779830799981505,
132
- "eval_dim_256_cosine_ndcg@10": 0.49410729071963905,
133
- "eval_dim_256_cosine_precision@1": 0.32854553060939895,
134
- "eval_dim_256_cosine_precision@10": 0.07131501882582625,
135
- "eval_dim_256_cosine_precision@3": 0.1549760609863803,
136
- "eval_dim_256_cosine_precision@5": 0.10843675916887462,
137
- "eval_dim_256_cosine_recall@1": 0.32854553060939895,
138
- "eval_dim_256_cosine_recall@10": 0.7131501882582625,
139
- "eval_dim_256_cosine_recall@3": 0.464928182959141,
140
- "eval_dim_256_cosine_recall@5": 0.5421837958443732,
141
- "eval_dim_512_cosine_accuracy@1": 0.33286849811741737,
142
- "eval_dim_512_cosine_accuracy@10": 0.7142657927764607,
143
- "eval_dim_512_cosine_accuracy@3": 0.46966950216148373,
144
- "eval_dim_512_cosine_accuracy@5": 0.5445544554455446,
145
- "eval_dim_512_cosine_map@100": 0.4410220731771345,
146
- "eval_dim_512_cosine_mrr@10": 0.4314777000838923,
147
- "eval_dim_512_cosine_ndcg@10": 0.4972638536904392,
148
- "eval_dim_512_cosine_precision@1": 0.33286849811741737,
149
- "eval_dim_512_cosine_precision@10": 0.07142657927764608,
150
- "eval_dim_512_cosine_precision@3": 0.15655650072049457,
151
- "eval_dim_512_cosine_precision@5": 0.10891089108910891,
152
- "eval_dim_512_cosine_recall@1": 0.33286849811741737,
153
- "eval_dim_512_cosine_recall@10": 0.7142657927764607,
154
- "eval_dim_512_cosine_recall@3": 0.46966950216148373,
155
- "eval_dim_512_cosine_recall@5": 0.5445544554455446,
156
- "eval_dim_64_cosine_accuracy@1": 0.306233440245433,
157
- "eval_dim_64_cosine_accuracy@10": 0.6906986473295217,
158
- "eval_dim_64_cosine_accuracy@3": 0.44205829033607585,
159
- "eval_dim_64_cosine_accuracy@5": 0.5208478594338307,
160
- "eval_dim_64_cosine_map@100": 0.416048690892794,
161
- "eval_dim_64_cosine_mrr@10": 0.4057003738603239,
162
- "eval_dim_64_cosine_ndcg@10": 0.47195343698452114,
163
- "eval_dim_64_cosine_precision@1": 0.306233440245433,
164
- "eval_dim_64_cosine_precision@10": 0.06906986473295217,
165
- "eval_dim_64_cosine_precision@3": 0.1473527634453586,
166
- "eval_dim_64_cosine_precision@5": 0.10416957188676614,
167
- "eval_dim_64_cosine_recall@1": 0.306233440245433,
168
- "eval_dim_64_cosine_recall@10": 0.6906986473295217,
169
- "eval_dim_64_cosine_recall@3": 0.44205829033607585,
170
- "eval_dim_64_cosine_recall@5": 0.5208478594338307,
171
- "eval_dim_768_cosine_accuracy@1": 0.33412355320039044,
172
- "eval_dim_768_cosine_accuracy@10": 0.7152419467298843,
173
- "eval_dim_768_cosine_accuracy@3": 0.47106400780923163,
174
- "eval_dim_768_cosine_accuracy@5": 0.5448333565750941,
175
- "eval_dim_768_cosine_map@100": 0.44207831994901653,
176
- "eval_dim_768_cosine_mrr@10": 0.4325288363846451,
177
- "eval_dim_768_cosine_ndcg@10": 0.49828039957821635,
178
- "eval_dim_768_cosine_precision@1": 0.33412355320039044,
179
- "eval_dim_768_cosine_precision@10": 0.07152419467298843,
180
- "eval_dim_768_cosine_precision@3": 0.15702133593641054,
181
- "eval_dim_768_cosine_precision@5": 0.10896667131501885,
182
- "eval_dim_768_cosine_recall@1": 0.33412355320039044,
183
- "eval_dim_768_cosine_recall@10": 0.7152419467298843,
184
- "eval_dim_768_cosine_recall@3": 0.47106400780923163,
185
- "eval_dim_768_cosine_recall@5": 0.5448333565750941,
186
- "eval_loss": 0.18898583948612213,
187
- "eval_runtime": 4757.4,
188
- "eval_samples_per_second": 1.508,
189
- "eval_sequential_score": 0.47195343698452114,
190
- "eval_steps_per_second": 0.019,
191
- "step": 120
192
  },
193
  {
194
  "epoch": 3.0,
195
- "grad_norm": 792357.3125,
196
- "learning_rate": 1.8730348307472828e-05,
197
- "loss": 0.1032,
198
- "step": 180
199
  },
200
  {
201
  "epoch": 3.0,
202
- "eval_dim_128_cosine_accuracy@1": 0.3468135545948961,
203
- "eval_dim_128_cosine_accuracy@10": 0.7173337052015061,
204
- "eval_dim_128_cosine_accuracy@3": 0.46520708408869055,
205
- "eval_dim_128_cosine_accuracy@5": 0.5407892901966252,
206
- "eval_dim_128_cosine_map@100": 0.447677926706174,
207
- "eval_dim_128_cosine_mrr@10": 0.43798207285517343,
208
- "eval_dim_128_cosine_ndcg@10": 0.5026334575249692,
209
- "eval_dim_128_cosine_precision@1": 0.3468135545948961,
210
- "eval_dim_128_cosine_precision@10": 0.07173337052015061,
211
- "eval_dim_128_cosine_precision@3": 0.15506902802956352,
212
- "eval_dim_128_cosine_precision@5": 0.10815785803932505,
213
- "eval_dim_128_cosine_recall@1": 0.3468135545948961,
214
- "eval_dim_128_cosine_recall@10": 0.7173337052015061,
215
- "eval_dim_128_cosine_recall@3": 0.46520708408869055,
216
- "eval_dim_128_cosine_recall@5": 0.5407892901966252,
217
- "eval_dim_256_cosine_accuracy@1": 0.35043926927904057,
218
- "eval_dim_256_cosine_accuracy@10": 0.7156602984242086,
219
- "eval_dim_256_cosine_accuracy@3": 0.4700878538558081,
220
- "eval_dim_256_cosine_accuracy@5": 0.544972807139869,
221
- "eval_dim_256_cosine_map@100": 0.4507378853512356,
222
- "eval_dim_256_cosine_mrr@10": 0.44098468699988747,
223
- "eval_dim_256_cosine_ndcg@10": 0.5046872072161374,
224
- "eval_dim_256_cosine_precision@1": 0.35043926927904057,
225
- "eval_dim_256_cosine_precision@10": 0.07156602984242087,
226
- "eval_dim_256_cosine_precision@3": 0.15669595128526936,
227
- "eval_dim_256_cosine_precision@5": 0.1089945614279738,
228
- "eval_dim_256_cosine_recall@1": 0.35043926927904057,
229
- "eval_dim_256_cosine_recall@10": 0.7156602984242086,
230
- "eval_dim_256_cosine_recall@3": 0.4700878538558081,
231
- "eval_dim_256_cosine_recall@5": 0.544972807139869,
232
- "eval_dim_512_cosine_accuracy@1": 0.35169432436201364,
233
- "eval_dim_512_cosine_accuracy@10": 0.7231906289220471,
234
- "eval_dim_512_cosine_accuracy@3": 0.4700878538558081,
235
- "eval_dim_512_cosine_accuracy@5": 0.5448333565750941,
236
- "eval_dim_512_cosine_map@100": 0.45212818188900633,
237
- "eval_dim_512_cosine_mrr@10": 0.44279272997722396,
238
- "eval_dim_512_cosine_ndcg@10": 0.5076751608428753,
239
- "eval_dim_512_cosine_precision@1": 0.35169432436201364,
240
- "eval_dim_512_cosine_precision@10": 0.07231906289220472,
241
- "eval_dim_512_cosine_precision@3": 0.15669595128526936,
242
- "eval_dim_512_cosine_precision@5": 0.10896667131501885,
243
- "eval_dim_512_cosine_recall@1": 0.35169432436201364,
244
- "eval_dim_512_cosine_recall@10": 0.7231906289220471,
245
- "eval_dim_512_cosine_recall@3": 0.4700878538558081,
246
- "eval_dim_512_cosine_recall@5": 0.5448333565750941,
247
- "eval_dim_64_cosine_accuracy@1": 0.3356575094129131,
248
- "eval_dim_64_cosine_accuracy@10": 0.6976711755682611,
249
- "eval_dim_64_cosine_accuracy@3": 0.4523776321294101,
250
- "eval_dim_64_cosine_accuracy@5": 0.5307488495328406,
251
- "eval_dim_64_cosine_map@100": 0.43559811808588345,
252
- "eval_dim_64_cosine_mrr@10": 0.42538852476797007,
253
- "eval_dim_64_cosine_ndcg@10": 0.48852868771634256,
254
- "eval_dim_64_cosine_precision@1": 0.3356575094129131,
255
- "eval_dim_64_cosine_precision@10": 0.0697671175568261,
256
- "eval_dim_64_cosine_precision@3": 0.1507925440431367,
257
- "eval_dim_64_cosine_precision@5": 0.10614976990656813,
258
- "eval_dim_64_cosine_recall@1": 0.3356575094129131,
259
- "eval_dim_64_cosine_recall@10": 0.6976711755682611,
260
- "eval_dim_64_cosine_recall@3": 0.4523776321294101,
261
- "eval_dim_64_cosine_recall@5": 0.5307488495328406,
262
- "eval_dim_768_cosine_accuracy@1": 0.3568539952586808,
263
- "eval_dim_768_cosine_accuracy@10": 0.7237484311811463,
264
- "eval_dim_768_cosine_accuracy@3": 0.473434667410403,
265
- "eval_dim_768_cosine_accuracy@5": 0.5530609398968066,
266
- "eval_dim_768_cosine_map@100": 0.456489701012935,
267
- "eval_dim_768_cosine_mrr@10": 0.44698465822437466,
268
- "eval_dim_768_cosine_ndcg@10": 0.5110884733352402,
269
- "eval_dim_768_cosine_precision@1": 0.3568539952586808,
270
- "eval_dim_768_cosine_precision@10": 0.07237484311811462,
271
- "eval_dim_768_cosine_precision@3": 0.15781155580346765,
272
- "eval_dim_768_cosine_precision@5": 0.11061218797936133,
273
- "eval_dim_768_cosine_recall@1": 0.3568539952586808,
274
- "eval_dim_768_cosine_recall@10": 0.7237484311811463,
275
- "eval_dim_768_cosine_recall@3": 0.473434667410403,
276
- "eval_dim_768_cosine_recall@5": 0.5530609398968066,
277
- "eval_loss": 0.15947215259075165,
278
- "eval_runtime": 4772.3881,
279
- "eval_samples_per_second": 1.503,
280
- "eval_sequential_score": 0.48852868771634256,
281
- "eval_steps_per_second": 0.019,
282
- "step": 180
283
  },
284
  {
285
  "epoch": 4.0,
286
- "grad_norm": 528732.6875,
287
- "learning_rate": 9.478131709729831e-06,
288
- "loss": 0.0562,
289
- "step": 240
290
  },
291
  {
292
  "epoch": 4.0,
293
- "eval_dim_128_cosine_accuracy@1": 0.35016036814949103,
294
- "eval_dim_128_cosine_accuracy@10": 0.71803095802538,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
295
  "eval_dim_128_cosine_accuracy@3": 0.466880490865988,
296
- "eval_dim_128_cosine_accuracy@5": 0.5453911588341933,
297
- "eval_dim_128_cosine_map@100": 0.45032612042753656,
298
- "eval_dim_128_cosine_mrr@10": 0.44050070500007754,
299
- "eval_dim_128_cosine_ndcg@10": 0.5047593926261945,
300
- "eval_dim_128_cosine_precision@1": 0.35016036814949103,
301
- "eval_dim_128_cosine_precision@10": 0.07180309580253802,
302
  "eval_dim_128_cosine_precision@3": 0.15562683028866267,
303
- "eval_dim_128_cosine_precision@5": 0.10907823176683866,
304
- "eval_dim_128_cosine_recall@1": 0.35016036814949103,
305
- "eval_dim_128_cosine_recall@10": 0.71803095802538,
306
  "eval_dim_128_cosine_recall@3": 0.466880490865988,
307
- "eval_dim_128_cosine_recall@5": 0.5453911588341933,
308
- "eval_dim_256_cosine_accuracy@1": 0.34932366476084226,
309
- "eval_dim_256_cosine_accuracy@10": 0.7227722772277227,
310
- "eval_dim_256_cosine_accuracy@3": 0.46660158973643845,
311
- "eval_dim_256_cosine_accuracy@5": 0.5445544554455446,
312
- "eval_dim_256_cosine_map@100": 0.4503116262429447,
313
- "eval_dim_256_cosine_mrr@10": 0.44069499505282583,
314
- "eval_dim_256_cosine_ndcg@10": 0.5059436181895386,
315
- "eval_dim_256_cosine_precision@1": 0.34932366476084226,
316
- "eval_dim_256_cosine_precision@10": 0.07227722772277227,
317
- "eval_dim_256_cosine_precision@3": 0.15553386324547946,
318
- "eval_dim_256_cosine_precision@5": 0.10891089108910891,
319
- "eval_dim_256_cosine_recall@1": 0.34932366476084226,
320
- "eval_dim_256_cosine_recall@10": 0.7227722772277227,
321
- "eval_dim_256_cosine_recall@3": 0.46660158973643845,
322
- "eval_dim_256_cosine_recall@5": 0.5445544554455446,
323
- "eval_dim_512_cosine_accuracy@1": 0.3550411379166086,
324
- "eval_dim_512_cosine_accuracy@10": 0.7234695300515968,
325
- "eval_dim_512_cosine_accuracy@3": 0.4693906010319342,
326
- "eval_dim_512_cosine_accuracy@5": 0.5484590712592387,
327
- "eval_dim_512_cosine_map@100": 0.45428241375668854,
328
- "eval_dim_512_cosine_mrr@10": 0.4447460339595335,
329
- "eval_dim_512_cosine_ndcg@10": 0.5091968606671677,
330
- "eval_dim_512_cosine_precision@1": 0.3550411379166086,
331
- "eval_dim_512_cosine_precision@10": 0.07234695300515968,
332
- "eval_dim_512_cosine_precision@3": 0.1564635336773114,
333
- "eval_dim_512_cosine_precision@5": 0.10969181425184772,
334
- "eval_dim_512_cosine_recall@1": 0.3550411379166086,
335
- "eval_dim_512_cosine_recall@10": 0.7234695300515968,
336
- "eval_dim_512_cosine_recall@3": 0.4693906010319342,
337
- "eval_dim_512_cosine_recall@5": 0.5484590712592387,
338
- "eval_dim_64_cosine_accuracy@1": 0.33760981731976014,
339
- "eval_dim_64_cosine_accuracy@10": 0.7082694184911449,
340
- "eval_dim_64_cosine_accuracy@3": 0.45349323664760843,
341
- "eval_dim_64_cosine_accuracy@5": 0.5308883000976153,
342
- "eval_dim_64_cosine_map@100": 0.4383018870756752,
343
- "eval_dim_64_cosine_mrr@10": 0.4285745828103948,
344
- "eval_dim_64_cosine_ndcg@10": 0.49330694449266793,
345
- "eval_dim_64_cosine_precision@1": 0.33760981731976014,
346
- "eval_dim_64_cosine_precision@10": 0.07082694184911449,
347
- "eval_dim_64_cosine_precision@3": 0.1511644122158695,
348
- "eval_dim_64_cosine_precision@5": 0.10617766001952307,
349
- "eval_dim_64_cosine_recall@1": 0.33760981731976014,
350
- "eval_dim_64_cosine_recall@10": 0.7082694184911449,
351
- "eval_dim_64_cosine_recall@3": 0.45349323664760843,
352
- "eval_dim_64_cosine_recall@5": 0.5308883000976153,
353
- "eval_dim_768_cosine_accuracy@1": 0.36061916050760007,
354
- "eval_dim_768_cosine_accuracy@10": 0.7238878817459211,
355
- "eval_dim_768_cosine_accuracy@3": 0.478036536047971,
356
- "eval_dim_768_cosine_accuracy@5": 0.5529214893320318,
357
- "eval_dim_768_cosine_map@100": 0.45954079808905995,
358
- "eval_dim_768_cosine_mrr@10": 0.44983946583793183,
359
- "eval_dim_768_cosine_ndcg@10": 0.513288052386553,
360
- "eval_dim_768_cosine_precision@1": 0.36061916050760007,
361
- "eval_dim_768_cosine_precision@10": 0.07238878817459211,
362
- "eval_dim_768_cosine_precision@3": 0.15934551201599031,
363
- "eval_dim_768_cosine_precision@5": 0.11058429786640636,
364
- "eval_dim_768_cosine_recall@1": 0.36061916050760007,
365
- "eval_dim_768_cosine_recall@10": 0.7238878817459211,
366
- "eval_dim_768_cosine_recall@3": 0.478036536047971,
367
- "eval_dim_768_cosine_recall@5": 0.5529214893320318,
368
- "eval_loss": 0.14603222906589508,
369
- "eval_runtime": 4765.1388,
370
- "eval_samples_per_second": 1.505,
371
- "eval_sequential_score": 0.49330694449266793,
372
- "eval_steps_per_second": 0.019,
373
  "step": 240
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
374
  }
375
  ],
376
  "logging_steps": 500,
377
- "max_steps": 354,
378
  "num_input_tokens_seen": 0,
379
  "num_train_epochs": 6,
380
  "save_steps": 500,
@@ -385,7 +567,7 @@
385
  "early_stopping_threshold": 0.001
386
  },
387
  "attributes": {
388
- "early_stopping_patience_counter": 0
389
  }
390
  },
391
  "TrainerControl": {
@@ -394,13 +576,13 @@
394
  "should_evaluate": false,
395
  "should_log": false,
396
  "should_save": true,
397
- "should_training_stop": false
398
  },
399
  "attributes": {}
400
  }
401
  },
402
  "total_flos": 0.0,
403
- "train_batch_size": 80,
404
  "trial_name": null,
405
  "trial_params": null
406
  }
 
1
  {
2
+ "best_metric": 0.16643136739730835,
3
+ "best_model_checkpoint": "bkai-fine-tuned-legal/checkpoint-282",
4
+ "epoch": 5.878048780487805,
5
  "eval_steps": 500,
6
+ "global_step": 282,
7
  "is_hyper_param_search": false,
8
  "is_local_process_zero": true,
9
  "is_world_process_zero": true,
10
  "log_history": [
11
  {
12
  "epoch": 1.0,
13
+ "grad_norm": 3041986.25,
14
+ "learning_rate": 2.9967614628878062e-05,
15
+ "loss": 1.1542,
16
+ "step": 48
17
  },
18
  {
19
  "epoch": 1.0,
20
+ "eval_dim_128_cosine_accuracy@1": 0.19871705480407195,
21
+ "eval_dim_128_cosine_accuracy@10": 0.6681076558360062,
22
+ "eval_dim_128_cosine_accuracy@3": 0.3995258680797657,
23
+ "eval_dim_128_cosine_accuracy@5": 0.4922604936549993,
24
+ "eval_dim_128_cosine_map@100": 0.33912660774009473,
25
+ "eval_dim_128_cosine_mrr@10": 0.32818611337994835,
26
+ "eval_dim_128_cosine_ndcg@10": 0.40810554118165804,
27
+ "eval_dim_128_cosine_precision@1": 0.19871705480407195,
28
+ "eval_dim_128_cosine_precision@10": 0.06681076558360062,
29
+ "eval_dim_128_cosine_precision@3": 0.1331752893599219,
30
+ "eval_dim_128_cosine_precision@5": 0.09845209873099986,
31
+ "eval_dim_128_cosine_recall@1": 0.19871705480407195,
32
+ "eval_dim_128_cosine_recall@10": 0.6681076558360062,
33
+ "eval_dim_128_cosine_recall@3": 0.3995258680797657,
34
+ "eval_dim_128_cosine_recall@5": 0.4922604936549993,
35
+ "eval_dim_256_cosine_accuracy@1": 0.19983265932227026,
36
+ "eval_dim_256_cosine_accuracy@10": 0.6777297448054664,
37
+ "eval_dim_256_cosine_accuracy@3": 0.3998047692093153,
38
+ "eval_dim_256_cosine_accuracy@5": 0.4954678566448194,
39
+ "eval_dim_256_cosine_map@100": 0.34191237247567885,
40
+ "eval_dim_256_cosine_mrr@10": 0.33120438804443747,
41
+ "eval_dim_256_cosine_ndcg@10": 0.4125662992991588,
42
+ "eval_dim_256_cosine_precision@1": 0.19983265932227026,
43
+ "eval_dim_256_cosine_precision@10": 0.06777297448054664,
44
+ "eval_dim_256_cosine_precision@3": 0.13326825640310508,
45
+ "eval_dim_256_cosine_precision@5": 0.09909357132896388,
46
+ "eval_dim_256_cosine_recall@1": 0.19983265932227026,
47
+ "eval_dim_256_cosine_recall@10": 0.6777297448054664,
48
+ "eval_dim_256_cosine_recall@3": 0.3998047692093153,
49
+ "eval_dim_256_cosine_recall@5": 0.4954678566448194,
50
+ "eval_dim_512_cosine_accuracy@1": 0.20945474829173058,
51
+ "eval_dim_512_cosine_accuracy@10": 0.6849811741737554,
52
+ "eval_dim_512_cosine_accuracy@3": 0.41040301213219915,
53
+ "eval_dim_512_cosine_accuracy@5": 0.5059266490029285,
54
+ "eval_dim_512_cosine_map@100": 0.3513161520991861,
55
+ "eval_dim_512_cosine_mrr@10": 0.340864051193851,
56
+ "eval_dim_512_cosine_ndcg@10": 0.42175585614805716,
57
+ "eval_dim_512_cosine_precision@1": 0.20945474829173058,
58
+ "eval_dim_512_cosine_precision@10": 0.06849811741737553,
59
+ "eval_dim_512_cosine_precision@3": 0.13680100404406637,
60
+ "eval_dim_512_cosine_precision@5": 0.1011853298005857,
61
+ "eval_dim_512_cosine_recall@1": 0.20945474829173058,
62
+ "eval_dim_512_cosine_recall@10": 0.6849811741737554,
63
+ "eval_dim_512_cosine_recall@3": 0.41040301213219915,
64
+ "eval_dim_512_cosine_recall@5": 0.5059266490029285,
65
+ "eval_dim_64_cosine_accuracy@1": 0.18923441639938643,
66
+ "eval_dim_64_cosine_accuracy@10": 0.6431460047413192,
67
+ "eval_dim_64_cosine_accuracy@3": 0.38056059127039465,
68
+ "eval_dim_64_cosine_accuracy@5": 0.4667410403012132,
69
+ "eval_dim_64_cosine_map@100": 0.32516177346707625,
70
+ "eval_dim_64_cosine_mrr@10": 0.3137617785923441,
71
+ "eval_dim_64_cosine_ndcg@10": 0.39102781421972704,
72
+ "eval_dim_64_cosine_precision@1": 0.18923441639938643,
73
+ "eval_dim_64_cosine_precision@10": 0.06431460047413191,
74
+ "eval_dim_64_cosine_precision@3": 0.12685353042346487,
75
+ "eval_dim_64_cosine_precision@5": 0.09334820806024266,
76
+ "eval_dim_64_cosine_recall@1": 0.18923441639938643,
77
+ "eval_dim_64_cosine_recall@10": 0.6431460047413192,
78
+ "eval_dim_64_cosine_recall@3": 0.38056059127039465,
79
+ "eval_dim_64_cosine_recall@5": 0.4667410403012132,
80
+ "eval_dim_768_cosine_accuracy@1": 0.2069446381257844,
81
+ "eval_dim_768_cosine_accuracy@10": 0.6877701854692512,
82
+ "eval_dim_768_cosine_accuracy@3": 0.41110026495607305,
83
+ "eval_dim_768_cosine_accuracy@5": 0.5078789569097755,
84
+ "eval_dim_768_cosine_map@100": 0.35016286957488246,
85
+ "eval_dim_768_cosine_mrr@10": 0.33975193293977246,
86
+ "eval_dim_768_cosine_ndcg@10": 0.42158855710438475,
87
+ "eval_dim_768_cosine_precision@1": 0.2069446381257844,
88
+ "eval_dim_768_cosine_precision@10": 0.06877701854692511,
89
+ "eval_dim_768_cosine_precision@3": 0.13703342165202437,
90
+ "eval_dim_768_cosine_precision@5": 0.1015757913819551,
91
+ "eval_dim_768_cosine_recall@1": 0.2069446381257844,
92
+ "eval_dim_768_cosine_recall@10": 0.6877701854692512,
93
+ "eval_dim_768_cosine_recall@3": 0.41110026495607305,
94
+ "eval_dim_768_cosine_recall@5": 0.5078789569097755,
95
+ "eval_loss": 0.35814541578292847,
96
+ "eval_runtime": 5308.0606,
97
+ "eval_samples_per_second": 1.351,
98
+ "eval_sequential_score": 0.39102781421972704,
99
+ "eval_steps_per_second": 0.014,
100
+ "step": 48
101
  },
102
  {
103
  "epoch": 2.0,
104
+ "grad_norm": 1227518.25,
105
+ "learning_rate": 2.65047365119413e-05,
106
+ "loss": 0.3058,
107
+ "step": 96
108
  },
109
  {
110
  "epoch": 2.0,
111
+ "eval_dim_128_cosine_accuracy@1": 0.319341793334263,
112
+ "eval_dim_128_cosine_accuracy@10": 0.7118951331752894,
113
+ "eval_dim_128_cosine_accuracy@3": 0.45670059963742854,
114
+ "eval_dim_128_cosine_accuracy@5": 0.5373030260772557,
115
+ "eval_dim_128_cosine_map@100": 0.43025589198069303,
116
+ "eval_dim_128_cosine_mrr@10": 0.4206424465384167,
117
+ "eval_dim_128_cosine_ndcg@10": 0.48839839347709046,
118
+ "eval_dim_128_cosine_precision@1": 0.319341793334263,
119
+ "eval_dim_128_cosine_precision@10": 0.07118951331752894,
120
+ "eval_dim_128_cosine_precision@3": 0.15223353321247615,
121
+ "eval_dim_128_cosine_precision@5": 0.10746060521545113,
122
+ "eval_dim_128_cosine_recall@1": 0.319341793334263,
123
+ "eval_dim_128_cosine_recall@10": 0.7118951331752894,
124
+ "eval_dim_128_cosine_recall@3": 0.45670059963742854,
125
+ "eval_dim_128_cosine_recall@5": 0.5373030260772557,
126
+ "eval_dim_256_cosine_accuracy@1": 0.3284060800446242,
127
+ "eval_dim_256_cosine_accuracy@10": 0.709524473574118,
128
+ "eval_dim_256_cosine_accuracy@3": 0.4618602705340957,
129
+ "eval_dim_256_cosine_accuracy@5": 0.5356296192999581,
130
+ "eval_dim_256_cosine_map@100": 0.4364935437376769,
131
+ "eval_dim_256_cosine_mrr@10": 0.42624382156525586,
132
+ "eval_dim_256_cosine_ndcg@10": 0.49204715409513783,
133
+ "eval_dim_256_cosine_precision@1": 0.3284060800446242,
134
+ "eval_dim_256_cosine_precision@10": 0.07095244735741181,
135
+ "eval_dim_256_cosine_precision@3": 0.15395342351136523,
136
+ "eval_dim_256_cosine_precision@5": 0.10712592385999165,
137
+ "eval_dim_256_cosine_recall@1": 0.3284060800446242,
138
+ "eval_dim_256_cosine_recall@10": 0.709524473574118,
139
+ "eval_dim_256_cosine_recall@3": 0.4618602705340957,
140
+ "eval_dim_256_cosine_recall@5": 0.5356296192999581,
141
+ "eval_dim_512_cosine_accuracy@1": 0.33663366336633666,
142
+ "eval_dim_512_cosine_accuracy@10": 0.7125923859991633,
143
+ "eval_dim_512_cosine_accuracy@3": 0.46841444707851065,
144
+ "eval_dim_512_cosine_accuracy@5": 0.5441361037512202,
145
+ "eval_dim_512_cosine_map@100": 0.4433337740824084,
146
+ "eval_dim_512_cosine_mrr@10": 0.43360332512124483,
147
+ "eval_dim_512_cosine_ndcg@10": 0.4984772586608768,
148
+ "eval_dim_512_cosine_precision@1": 0.33663366336633666,
149
+ "eval_dim_512_cosine_precision@10": 0.07125923859991633,
150
+ "eval_dim_512_cosine_precision@3": 0.15613814902617024,
151
+ "eval_dim_512_cosine_precision@5": 0.10882722075024404,
152
+ "eval_dim_512_cosine_recall@1": 0.33663366336633666,
153
+ "eval_dim_512_cosine_recall@10": 0.7125923859991633,
154
+ "eval_dim_512_cosine_recall@3": 0.46841444707851065,
155
+ "eval_dim_512_cosine_recall@5": 0.5441361037512202,
156
+ "eval_dim_64_cosine_accuracy@1": 0.3026077255612885,
157
+ "eval_dim_64_cosine_accuracy@10": 0.689861943940873,
158
+ "eval_dim_64_cosine_accuracy@3": 0.4437316971133733,
159
+ "eval_dim_64_cosine_accuracy@5": 0.519313903221308,
160
+ "eval_dim_64_cosine_map@100": 0.4140292225757397,
161
+ "eval_dim_64_cosine_mrr@10": 0.4037352829850398,
162
+ "eval_dim_64_cosine_ndcg@10": 0.47036063500166436,
163
+ "eval_dim_64_cosine_precision@1": 0.3026077255612885,
164
+ "eval_dim_64_cosine_precision@10": 0.0689861943940873,
165
+ "eval_dim_64_cosine_precision@3": 0.14791056570445774,
166
+ "eval_dim_64_cosine_precision@5": 0.10386278064426162,
167
+ "eval_dim_64_cosine_recall@1": 0.3026077255612885,
168
+ "eval_dim_64_cosine_recall@10": 0.689861943940873,
169
+ "eval_dim_64_cosine_recall@3": 0.4437316971133733,
170
+ "eval_dim_64_cosine_recall@5": 0.519313903221308,
171
+ "eval_dim_768_cosine_accuracy@1": 0.3332868498117417,
172
+ "eval_dim_768_cosine_accuracy@10": 0.7166364523776322,
173
+ "eval_dim_768_cosine_accuracy@3": 0.46841444707851065,
174
+ "eval_dim_768_cosine_accuracy@5": 0.546227862222842,
175
+ "eval_dim_768_cosine_map@100": 0.44212169088004494,
176
+ "eval_dim_768_cosine_mrr@10": 0.4324117975177812,
177
+ "eval_dim_768_cosine_ndcg@10": 0.498508349299699,
178
+ "eval_dim_768_cosine_precision@1": 0.3332868498117417,
179
+ "eval_dim_768_cosine_precision@10": 0.07166364523776322,
180
+ "eval_dim_768_cosine_precision@3": 0.1561381490261702,
181
+ "eval_dim_768_cosine_precision@5": 0.1092455724445684,
182
+ "eval_dim_768_cosine_recall@1": 0.3332868498117417,
183
+ "eval_dim_768_cosine_recall@10": 0.7166364523776322,
184
+ "eval_dim_768_cosine_recall@3": 0.46841444707851065,
185
+ "eval_dim_768_cosine_recall@5": 0.546227862222842,
186
+ "eval_loss": 0.2100292444229126,
187
+ "eval_runtime": 5303.3966,
188
+ "eval_samples_per_second": 1.352,
189
+ "eval_sequential_score": 0.47036063500166436,
190
+ "eval_steps_per_second": 0.014,
191
+ "step": 96
192
  },
193
  {
194
  "epoch": 3.0,
195
+ "grad_norm": 751449.875,
196
+ "learning_rate": 1.8611820248535433e-05,
197
+ "loss": 0.1395,
198
+ "step": 144
199
  },
200
  {
201
  "epoch": 3.0,
202
+ "eval_dim_128_cosine_accuracy@1": 0.3420722353925533,
203
+ "eval_dim_128_cosine_accuracy@10": 0.7111978803514154,
204
+ "eval_dim_128_cosine_accuracy@3": 0.4580951052851764,
205
+ "eval_dim_128_cosine_accuracy@5": 0.5392553339841026,
206
+ "eval_dim_128_cosine_map@100": 0.44322012540075556,
207
+ "eval_dim_128_cosine_mrr@10": 0.43320030192154113,
208
+ "eval_dim_128_cosine_ndcg@10": 0.49761764615839976,
209
+ "eval_dim_128_cosine_precision@1": 0.3420722353925533,
210
+ "eval_dim_128_cosine_precision@10": 0.07111978803514155,
211
+ "eval_dim_128_cosine_precision@3": 0.15269836842839213,
212
+ "eval_dim_128_cosine_precision@5": 0.10785106679682054,
213
+ "eval_dim_128_cosine_recall@1": 0.3420722353925533,
214
+ "eval_dim_128_cosine_recall@10": 0.7111978803514154,
215
+ "eval_dim_128_cosine_recall@3": 0.4580951052851764,
216
+ "eval_dim_128_cosine_recall@5": 0.5392553339841026,
217
+ "eval_dim_256_cosine_accuracy@1": 0.34876586250174313,
218
+ "eval_dim_256_cosine_accuracy@10": 0.7184493097197043,
219
+ "eval_dim_256_cosine_accuracy@3": 0.4705062055501325,
220
+ "eval_dim_256_cosine_accuracy@5": 0.5427415981034723,
221
+ "eval_dim_256_cosine_map@100": 0.4497903349951724,
222
+ "eval_dim_256_cosine_mrr@10": 0.4402565004991461,
223
+ "eval_dim_256_cosine_ndcg@10": 0.5046482555536308,
224
+ "eval_dim_256_cosine_precision@1": 0.34876586250174313,
225
+ "eval_dim_256_cosine_precision@10": 0.07184493097197044,
226
+ "eval_dim_256_cosine_precision@3": 0.15683540185004413,
227
+ "eval_dim_256_cosine_precision@5": 0.10854831962069447,
228
+ "eval_dim_256_cosine_recall@1": 0.34876586250174313,
229
+ "eval_dim_256_cosine_recall@10": 0.7184493097197043,
230
+ "eval_dim_256_cosine_recall@3": 0.4705062055501325,
231
+ "eval_dim_256_cosine_recall@5": 0.5427415981034723,
232
+ "eval_dim_512_cosine_accuracy@1": 0.3525310277506624,
233
+ "eval_dim_512_cosine_accuracy@10": 0.7208199693208758,
234
+ "eval_dim_512_cosine_accuracy@3": 0.47190071119788035,
235
+ "eval_dim_512_cosine_accuracy@5": 0.5545948961093292,
236
+ "eval_dim_512_cosine_map@100": 0.4537559279114653,
237
+ "eval_dim_512_cosine_mrr@10": 0.44413881528997956,
238
+ "eval_dim_512_cosine_ndcg@10": 0.5083169852417319,
239
+ "eval_dim_512_cosine_precision@1": 0.3525310277506624,
240
+ "eval_dim_512_cosine_precision@10": 0.07208199693208758,
241
+ "eval_dim_512_cosine_precision@3": 0.1573002370659601,
242
+ "eval_dim_512_cosine_precision@5": 0.11091897922186586,
243
+ "eval_dim_512_cosine_recall@1": 0.3525310277506624,
244
+ "eval_dim_512_cosine_recall@10": 0.7208199693208758,
245
+ "eval_dim_512_cosine_recall@3": 0.47190071119788035,
246
+ "eval_dim_512_cosine_recall@5": 0.5545948961093292,
247
+ "eval_dim_64_cosine_accuracy@1": 0.3289638823037233,
248
+ "eval_dim_64_cosine_accuracy@10": 0.6980895272625854,
249
+ "eval_dim_64_cosine_accuracy@3": 0.447217961232743,
250
+ "eval_dim_64_cosine_accuracy@5": 0.5223818156463533,
251
+ "eval_dim_64_cosine_map@100": 0.4300263980717357,
252
+ "eval_dim_64_cosine_mrr@10": 0.4197134401568931,
253
+ "eval_dim_64_cosine_ndcg@10": 0.48411999159781,
254
+ "eval_dim_64_cosine_precision@1": 0.3289638823037233,
255
+ "eval_dim_64_cosine_precision@10": 0.06980895272625855,
256
+ "eval_dim_64_cosine_precision@3": 0.14907265374424766,
257
+ "eval_dim_64_cosine_precision@5": 0.10447636312927068,
258
+ "eval_dim_64_cosine_recall@1": 0.3289638823037233,
259
+ "eval_dim_64_cosine_recall@10": 0.6980895272625854,
260
+ "eval_dim_64_cosine_recall@3": 0.447217961232743,
261
+ "eval_dim_64_cosine_recall@5": 0.5223818156463533,
262
+ "eval_dim_768_cosine_accuracy@1": 0.35392553339841026,
263
+ "eval_dim_768_cosine_accuracy@10": 0.7202621670617766,
264
+ "eval_dim_768_cosine_accuracy@3": 0.47078510667968204,
265
+ "eval_dim_768_cosine_accuracy@5": 0.5458095105285177,
266
+ "eval_dim_768_cosine_map@100": 0.45349669058599684,
267
+ "eval_dim_768_cosine_mrr@10": 0.4438007583454529,
268
+ "eval_dim_768_cosine_ndcg@10": 0.5077758391371117,
269
+ "eval_dim_768_cosine_precision@1": 0.35392553339841026,
270
+ "eval_dim_768_cosine_precision@10": 0.07202621670617766,
271
+ "eval_dim_768_cosine_precision@3": 0.15692836889322734,
272
+ "eval_dim_768_cosine_precision@5": 0.10916190210570352,
273
+ "eval_dim_768_cosine_recall@1": 0.35392553339841026,
274
+ "eval_dim_768_cosine_recall@10": 0.7202621670617766,
275
+ "eval_dim_768_cosine_recall@3": 0.47078510667968204,
276
+ "eval_dim_768_cosine_recall@5": 0.5458095105285177,
277
+ "eval_loss": 0.1820719689130783,
278
+ "eval_runtime": 5286.0245,
279
+ "eval_samples_per_second": 1.357,
280
+ "eval_sequential_score": 0.48411999159781,
281
+ "eval_steps_per_second": 0.014,
282
+ "step": 144
283
  },
284
  {
285
  "epoch": 4.0,
286
+ "grad_norm": 609946.5,
287
+ "learning_rate": 9.328128849810832e-06,
288
+ "loss": 0.0828,
289
+ "step": 192
290
  },
291
  {
292
  "epoch": 4.0,
293
+ "eval_dim_128_cosine_accuracy@1": 0.34876586250174313,
294
+ "eval_dim_128_cosine_accuracy@10": 0.7169153535071817,
295
+ "eval_dim_128_cosine_accuracy@3": 0.4691116999023846,
296
+ "eval_dim_128_cosine_accuracy@5": 0.5466462139171664,
297
+ "eval_dim_128_cosine_map@100": 0.44992557552198303,
298
+ "eval_dim_128_cosine_mrr@10": 0.4401795813384156,
299
+ "eval_dim_128_cosine_ndcg@10": 0.504316835829398,
300
+ "eval_dim_128_cosine_precision@1": 0.34876586250174313,
301
+ "eval_dim_128_cosine_precision@10": 0.07169153535071818,
302
+ "eval_dim_128_cosine_precision@3": 0.15637056663412818,
303
+ "eval_dim_128_cosine_precision@5": 0.10932924278343327,
304
+ "eval_dim_128_cosine_recall@1": 0.34876586250174313,
305
+ "eval_dim_128_cosine_recall@10": 0.7169153535071817,
306
+ "eval_dim_128_cosine_recall@3": 0.4691116999023846,
307
+ "eval_dim_128_cosine_recall@5": 0.5466462139171664,
308
+ "eval_dim_256_cosine_accuracy@1": 0.3514154232324641,
309
+ "eval_dim_256_cosine_accuracy@10": 0.7198438153674522,
310
+ "eval_dim_256_cosine_accuracy@3": 0.47482917305815087,
311
+ "eval_dim_256_cosine_accuracy@5": 0.5479012690001395,
312
+ "eval_dim_256_cosine_map@100": 0.45302713856879157,
313
+ "eval_dim_256_cosine_mrr@10": 0.44321866291257,
314
+ "eval_dim_256_cosine_ndcg@10": 0.5073024414696454,
315
+ "eval_dim_256_cosine_precision@1": 0.3514154232324641,
316
+ "eval_dim_256_cosine_precision@10": 0.07198438153674523,
317
+ "eval_dim_256_cosine_precision@3": 0.15827639101938362,
318
+ "eval_dim_256_cosine_precision@5": 0.10958025380002788,
319
+ "eval_dim_256_cosine_recall@1": 0.3514154232324641,
320
+ "eval_dim_256_cosine_recall@10": 0.7198438153674522,
321
+ "eval_dim_256_cosine_recall@3": 0.47482917305815087,
322
+ "eval_dim_256_cosine_recall@5": 0.5479012690001395,
323
+ "eval_dim_512_cosine_accuracy@1": 0.35629619299958165,
324
+ "eval_dim_512_cosine_accuracy@10": 0.7229117277924976,
325
+ "eval_dim_512_cosine_accuracy@3": 0.46966950216148373,
326
+ "eval_dim_512_cosine_accuracy@5": 0.5479012690001395,
327
+ "eval_dim_512_cosine_map@100": 0.4551128486578315,
328
+ "eval_dim_512_cosine_mrr@10": 0.4454170567962228,
329
+ "eval_dim_512_cosine_ndcg@10": 0.5095844549678528,
330
+ "eval_dim_512_cosine_precision@1": 0.35629619299958165,
331
+ "eval_dim_512_cosine_precision@10": 0.07229117277924975,
332
+ "eval_dim_512_cosine_precision@3": 0.1565565007204946,
333
+ "eval_dim_512_cosine_precision@5": 0.10958025380002788,
334
+ "eval_dim_512_cosine_recall@1": 0.35629619299958165,
335
+ "eval_dim_512_cosine_recall@10": 0.7229117277924976,
336
+ "eval_dim_512_cosine_recall@3": 0.46966950216148373,
337
+ "eval_dim_512_cosine_recall@5": 0.5479012690001395,
338
+ "eval_dim_64_cosine_accuracy@1": 0.33649421280156183,
339
+ "eval_dim_64_cosine_accuracy@10": 0.7029702970297029,
340
+ "eval_dim_64_cosine_accuracy@3": 0.45432994003625715,
341
+ "eval_dim_64_cosine_accuracy@5": 0.5300515967089666,
342
+ "eval_dim_64_cosine_map@100": 0.43606205857055896,
343
+ "eval_dim_64_cosine_mrr@10": 0.4258440632795675,
344
+ "eval_dim_64_cosine_ndcg@10": 0.48996806351717825,
345
+ "eval_dim_64_cosine_precision@1": 0.33649421280156183,
346
+ "eval_dim_64_cosine_precision@10": 0.0702970297029703,
347
+ "eval_dim_64_cosine_precision@3": 0.15144331334541905,
348
+ "eval_dim_64_cosine_precision@5": 0.10601031934179334,
349
+ "eval_dim_64_cosine_recall@1": 0.33649421280156183,
350
+ "eval_dim_64_cosine_recall@10": 0.7029702970297029,
351
+ "eval_dim_64_cosine_recall@3": 0.45432994003625715,
352
+ "eval_dim_64_cosine_recall@5": 0.5300515967089666,
353
+ "eval_dim_768_cosine_accuracy@1": 0.356714544693906,
354
+ "eval_dim_768_cosine_accuracy@10": 0.7251429368288942,
355
+ "eval_dim_768_cosine_accuracy@3": 0.47315576628085343,
356
+ "eval_dim_768_cosine_accuracy@5": 0.5499930274717613,
357
+ "eval_dim_768_cosine_map@100": 0.4565653595396862,
358
+ "eval_dim_768_cosine_mrr@10": 0.44696689487862346,
359
+ "eval_dim_768_cosine_ndcg@10": 0.5113293441302604,
360
+ "eval_dim_768_cosine_precision@1": 0.356714544693906,
361
+ "eval_dim_768_cosine_precision@10": 0.07251429368288942,
362
+ "eval_dim_768_cosine_precision@3": 0.15771858876028447,
363
+ "eval_dim_768_cosine_precision@5": 0.10999860549435224,
364
+ "eval_dim_768_cosine_recall@1": 0.356714544693906,
365
+ "eval_dim_768_cosine_recall@10": 0.7251429368288942,
366
+ "eval_dim_768_cosine_recall@3": 0.47315576628085343,
367
+ "eval_dim_768_cosine_recall@5": 0.5499930274717613,
368
+ "eval_loss": 0.17269685864448547,
369
+ "eval_runtime": 5288.939,
370
+ "eval_samples_per_second": 1.356,
371
+ "eval_sequential_score": 0.48996806351717825,
372
+ "eval_steps_per_second": 0.014,
373
+ "step": 192
374
+ },
375
+ {
376
+ "epoch": 5.0,
377
+ "grad_norm": 373272.25,
378
+ "learning_rate": 2.2284601387084617e-06,
379
+ "loss": 0.0601,
380
+ "step": 240
381
+ },
382
+ {
383
+ "epoch": 5.0,
384
+ "eval_dim_128_cosine_accuracy@1": 0.345558499511923,
385
+ "eval_dim_128_cosine_accuracy@10": 0.7213777715799748,
386
  "eval_dim_128_cosine_accuracy@3": 0.466880490865988,
387
+ "eval_dim_128_cosine_accuracy@5": 0.5456700599637428,
388
+ "eval_dim_128_cosine_map@100": 0.44781889706523814,
389
+ "eval_dim_128_cosine_mrr@10": 0.4382224037293079,
390
+ "eval_dim_128_cosine_ndcg@10": 0.5037796273775794,
391
+ "eval_dim_128_cosine_precision@1": 0.345558499511923,
392
+ "eval_dim_128_cosine_precision@10": 0.07213777715799749,
393
  "eval_dim_128_cosine_precision@3": 0.15562683028866267,
394
+ "eval_dim_128_cosine_precision@5": 0.10913401199274857,
395
+ "eval_dim_128_cosine_recall@1": 0.345558499511923,
396
+ "eval_dim_128_cosine_recall@10": 0.7213777715799748,
397
  "eval_dim_128_cosine_recall@3": 0.466880490865988,
398
+ "eval_dim_128_cosine_recall@5": 0.5456700599637428,
399
+ "eval_dim_256_cosine_accuracy@1": 0.3511365221029145,
400
+ "eval_dim_256_cosine_accuracy@10": 0.7241667828754706,
401
+ "eval_dim_256_cosine_accuracy@3": 0.47399246966950215,
402
+ "eval_dim_256_cosine_accuracy@5": 0.5540370938502301,
403
+ "eval_dim_256_cosine_map@100": 0.45382807101318545,
404
+ "eval_dim_256_cosine_mrr@10": 0.444310748982345,
405
+ "eval_dim_256_cosine_ndcg@10": 0.509228248886466,
406
+ "eval_dim_256_cosine_precision@1": 0.3511365221029145,
407
+ "eval_dim_256_cosine_precision@10": 0.07241667828754707,
408
+ "eval_dim_256_cosine_precision@3": 0.15799748988983406,
409
+ "eval_dim_256_cosine_precision@5": 0.11080741877004602,
410
+ "eval_dim_256_cosine_recall@1": 0.3511365221029145,
411
+ "eval_dim_256_cosine_recall@10": 0.7241667828754706,
412
+ "eval_dim_256_cosine_recall@3": 0.47399246966950215,
413
+ "eval_dim_256_cosine_recall@5": 0.5540370938502301,
414
+ "eval_dim_512_cosine_accuracy@1": 0.35545948961093293,
415
+ "eval_dim_512_cosine_accuracy@10": 0.7241667828754706,
416
+ "eval_dim_512_cosine_accuracy@3": 0.47622367870589877,
417
+ "eval_dim_512_cosine_accuracy@5": 0.5550132478036536,
418
+ "eval_dim_512_cosine_map@100": 0.4566662947498507,
419
+ "eval_dim_512_cosine_mrr@10": 0.4469697724299597,
420
+ "eval_dim_512_cosine_ndcg@10": 0.5112339641773941,
421
+ "eval_dim_512_cosine_precision@1": 0.35545948961093293,
422
+ "eval_dim_512_cosine_precision@10": 0.07241667828754705,
423
+ "eval_dim_512_cosine_precision@3": 0.1587412262352996,
424
+ "eval_dim_512_cosine_precision@5": 0.11100264956073073,
425
+ "eval_dim_512_cosine_recall@1": 0.35545948961093293,
426
+ "eval_dim_512_cosine_recall@10": 0.7241667828754706,
427
+ "eval_dim_512_cosine_recall@3": 0.47622367870589877,
428
+ "eval_dim_512_cosine_recall@5": 0.5550132478036536,
429
+ "eval_dim_64_cosine_accuracy@1": 0.3371914656254358,
430
+ "eval_dim_64_cosine_accuracy@10": 0.7071538139729466,
431
+ "eval_dim_64_cosine_accuracy@3": 0.45725840189652767,
432
+ "eval_dim_64_cosine_accuracy@5": 0.5389764328545531,
433
+ "eval_dim_64_cosine_map@100": 0.43880820327735404,
434
+ "eval_dim_64_cosine_mrr@10": 0.428855420753344,
435
+ "eval_dim_64_cosine_ndcg@10": 0.4933751447627624,
436
+ "eval_dim_64_cosine_precision@1": 0.3371914656254358,
437
+ "eval_dim_64_cosine_precision@10": 0.07071538139729466,
438
+ "eval_dim_64_cosine_precision@3": 0.15241946729884256,
439
+ "eval_dim_64_cosine_precision@5": 0.10779528657091063,
440
+ "eval_dim_64_cosine_recall@1": 0.3371914656254358,
441
+ "eval_dim_64_cosine_recall@10": 0.7071538139729466,
442
+ "eval_dim_64_cosine_recall@3": 0.45725840189652767,
443
+ "eval_dim_64_cosine_recall@5": 0.5389764328545531,
444
+ "eval_dim_768_cosine_accuracy@1": 0.35406498396318503,
445
+ "eval_dim_768_cosine_accuracy@10": 0.7283502998187142,
446
+ "eval_dim_768_cosine_accuracy@3": 0.4713429089387812,
447
+ "eval_dim_768_cosine_accuracy@5": 0.552782038767257,
448
+ "eval_dim_768_cosine_map@100": 0.45544037871042936,
449
+ "eval_dim_768_cosine_mrr@10": 0.4460218406146454,
450
+ "eval_dim_768_cosine_ndcg@10": 0.5113413299327996,
451
+ "eval_dim_768_cosine_precision@1": 0.35406498396318503,
452
+ "eval_dim_768_cosine_precision@10": 0.07283502998187143,
453
+ "eval_dim_768_cosine_precision@3": 0.15711430297959372,
454
+ "eval_dim_768_cosine_precision@5": 0.1105564077534514,
455
+ "eval_dim_768_cosine_recall@1": 0.35406498396318503,
456
+ "eval_dim_768_cosine_recall@10": 0.7283502998187142,
457
+ "eval_dim_768_cosine_recall@3": 0.4713429089387812,
458
+ "eval_dim_768_cosine_recall@5": 0.552782038767257,
459
+ "eval_loss": 0.166685089468956,
460
+ "eval_runtime": 5294.4091,
461
+ "eval_samples_per_second": 1.355,
462
+ "eval_sequential_score": 0.4933751447627624,
463
+ "eval_steps_per_second": 0.014,
464
  "step": 240
465
+ },
466
+ {
467
+ "epoch": 5.878048780487805,
468
+ "grad_norm": 715763.1875,
469
+ "learning_rate": 0.0,
470
+ "loss": 0.0521,
471
+ "step": 282
472
+ },
473
+ {
474
+ "epoch": 5.878048780487805,
475
+ "eval_dim_128_cosine_accuracy@1": 0.34667410403012133,
476
+ "eval_dim_128_cosine_accuracy@10": 0.7259796402175429,
477
+ "eval_dim_128_cosine_accuracy@3": 0.46869334820806025,
478
+ "eval_dim_128_cosine_accuracy@5": 0.548877422953563,
479
+ "eval_dim_128_cosine_map@100": 0.44958294087462464,
480
+ "eval_dim_128_cosine_mrr@10": 0.44026242161439555,
481
+ "eval_dim_128_cosine_ndcg@10": 0.5064194393114915,
482
+ "eval_dim_128_cosine_precision@1": 0.34667410403012133,
483
+ "eval_dim_128_cosine_precision@10": 0.0725979640217543,
484
+ "eval_dim_128_cosine_precision@3": 0.15623111606935342,
485
+ "eval_dim_128_cosine_precision@5": 0.1097754845907126,
486
+ "eval_dim_128_cosine_recall@1": 0.34667410403012133,
487
+ "eval_dim_128_cosine_recall@10": 0.7259796402175429,
488
+ "eval_dim_128_cosine_recall@3": 0.46869334820806025,
489
+ "eval_dim_128_cosine_recall@5": 0.548877422953563,
490
+ "eval_dim_256_cosine_accuracy@1": 0.35099707153813975,
491
+ "eval_dim_256_cosine_accuracy@10": 0.719286013108353,
492
+ "eval_dim_256_cosine_accuracy@3": 0.47455027192860133,
493
+ "eval_dim_256_cosine_accuracy@5": 0.5502719286013108,
494
+ "eval_dim_256_cosine_map@100": 0.45309491401564994,
495
+ "eval_dim_256_cosine_mrr@10": 0.4432182202123648,
496
+ "eval_dim_256_cosine_ndcg@10": 0.5072173461870104,
497
+ "eval_dim_256_cosine_precision@1": 0.35099707153813975,
498
+ "eval_dim_256_cosine_precision@10": 0.0719286013108353,
499
+ "eval_dim_256_cosine_precision@3": 0.15818342397620047,
500
+ "eval_dim_256_cosine_precision@5": 0.11005438572026217,
501
+ "eval_dim_256_cosine_recall@1": 0.35099707153813975,
502
+ "eval_dim_256_cosine_recall@10": 0.719286013108353,
503
+ "eval_dim_256_cosine_recall@3": 0.47455027192860133,
504
+ "eval_dim_256_cosine_recall@5": 0.5502719286013108,
505
+ "eval_dim_512_cosine_accuracy@1": 0.3569934458234556,
506
+ "eval_dim_512_cosine_accuracy@10": 0.7248640356993445,
507
+ "eval_dim_512_cosine_accuracy@3": 0.4744108213638265,
508
+ "eval_dim_512_cosine_accuracy@5": 0.5523636870729326,
509
+ "eval_dim_512_cosine_map@100": 0.45691118758008836,
510
+ "eval_dim_512_cosine_mrr@10": 0.4473125330641728,
511
+ "eval_dim_512_cosine_ndcg@10": 0.5115413503217677,
512
+ "eval_dim_512_cosine_precision@1": 0.3569934458234556,
513
+ "eval_dim_512_cosine_precision@10": 0.07248640356993445,
514
+ "eval_dim_512_cosine_precision@3": 0.15813694045460885,
515
+ "eval_dim_512_cosine_precision@5": 0.11047273741458653,
516
+ "eval_dim_512_cosine_recall@1": 0.3569934458234556,
517
+ "eval_dim_512_cosine_recall@10": 0.7248640356993445,
518
+ "eval_dim_512_cosine_recall@3": 0.4744108213638265,
519
+ "eval_dim_512_cosine_recall@5": 0.5523636870729326,
520
+ "eval_dim_64_cosine_accuracy@1": 0.3380281690140845,
521
+ "eval_dim_64_cosine_accuracy@10": 0.7046437038070004,
522
+ "eval_dim_64_cosine_accuracy@3": 0.4548877422953563,
523
+ "eval_dim_64_cosine_accuracy@5": 0.5322828057453632,
524
+ "eval_dim_64_cosine_map@100": 0.4382982729365051,
525
+ "eval_dim_64_cosine_mrr@10": 0.4281275109402298,
526
+ "eval_dim_64_cosine_ndcg@10": 0.49214355622918665,
527
+ "eval_dim_64_cosine_precision@1": 0.3380281690140845,
528
+ "eval_dim_64_cosine_precision@10": 0.07046437038070004,
529
+ "eval_dim_64_cosine_precision@3": 0.1516292474317854,
530
+ "eval_dim_64_cosine_precision@5": 0.10645656114907265,
531
+ "eval_dim_64_cosine_recall@1": 0.3380281690140845,
532
+ "eval_dim_64_cosine_recall@10": 0.7046437038070004,
533
+ "eval_dim_64_cosine_recall@3": 0.4548877422953563,
534
+ "eval_dim_64_cosine_recall@5": 0.5322828057453632,
535
+ "eval_dim_768_cosine_accuracy@1": 0.35490168735183375,
536
+ "eval_dim_768_cosine_accuracy@10": 0.7261190907823176,
537
+ "eval_dim_768_cosine_accuracy@3": 0.4723190628922047,
538
+ "eval_dim_768_cosine_accuracy@5": 0.5504113791660856,
539
+ "eval_dim_768_cosine_map@100": 0.455135537492312,
540
+ "eval_dim_768_cosine_mrr@10": 0.44549231583118165,
541
+ "eval_dim_768_cosine_ndcg@10": 0.5104063813142831,
542
+ "eval_dim_768_cosine_precision@1": 0.35490168735183375,
543
+ "eval_dim_768_cosine_precision@10": 0.07261190907823176,
544
+ "eval_dim_768_cosine_precision@3": 0.1574396876307349,
545
+ "eval_dim_768_cosine_precision@5": 0.11008227583321714,
546
+ "eval_dim_768_cosine_recall@1": 0.35490168735183375,
547
+ "eval_dim_768_cosine_recall@10": 0.7261190907823176,
548
+ "eval_dim_768_cosine_recall@3": 0.4723190628922047,
549
+ "eval_dim_768_cosine_recall@5": 0.5504113791660856,
550
+ "eval_loss": 0.16643136739730835,
551
+ "eval_runtime": 5293.6409,
552
+ "eval_samples_per_second": 1.355,
553
+ "eval_sequential_score": 0.49214355622918665,
554
+ "eval_steps_per_second": 0.014,
555
+ "step": 282
556
  }
557
  ],
558
  "logging_steps": 500,
559
+ "max_steps": 282,
560
  "num_input_tokens_seen": 0,
561
  "num_train_epochs": 6,
562
  "save_steps": 500,
 
567
  "early_stopping_threshold": 0.001
568
  },
569
  "attributes": {
570
+ "early_stopping_patience_counter": 1
571
  }
572
  },
573
  "TrainerControl": {
 
576
  "should_evaluate": false,
577
  "should_log": false,
578
  "should_save": true,
579
+ "should_training_stop": true
580
  },
581
  "attributes": {}
582
  }
583
  },
584
  "total_flos": 0.0,
585
+ "train_batch_size": 100,
586
  "trial_name": null,
587
  "trial_params": null
588
  }
training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:a1704bcfcfd1965a4c663d038235420f54fec65277e92be8502fddf96743aea5
3
  size 5624
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f36f3242f7ba54c2450351b52935014d0ea597a3fc4c27c34bb913b3491658f2
3
  size 5624