Huy Dang
commited on
Initial model upload
Browse files- model.safetensors +1 -1
- optimizer.pt +3 -0
- rng_state.pth +3 -0
- scheduler.pt +3 -0
- trainer_state.json +406 -0
- training_args.bin +1 -1
model.safetensors
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 540015464
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:1d71b98c7810f32cd761119e72b94f7efaebb9b9cdef0c12959c166256cdbd93
|
3 |
size 540015464
|
optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:c4ebc28c2ebca4862776a9f89c3c8de972438cd172a22813b89b57db18dc44d2
|
3 |
+
size 1080155450
|
rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:19059bd5ccf01b60d1ddae0c675995666bd984bcf457cfdcaf9516d7d8ff43fe
|
3 |
+
size 14244
|
scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:37d2c3099ed2a7c9bdcdc0c3d1058ad81e0894112175f8523a80f541d102e381
|
3 |
+
size 1064
|
trainer_state.json
ADDED
@@ -0,0 +1,406 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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,
|
381 |
+
"stateful_callbacks": {
|
382 |
+
"EarlyStoppingCallback": {
|
383 |
+
"args": {
|
384 |
+
"early_stopping_patience": 1,
|
385 |
+
"early_stopping_threshold": 0.001
|
386 |
+
},
|
387 |
+
"attributes": {
|
388 |
+
"early_stopping_patience_counter": 0
|
389 |
+
}
|
390 |
+
},
|
391 |
+
"TrainerControl": {
|
392 |
+
"args": {
|
393 |
+
"should_epoch_stop": false,
|
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 |
+
}
|
training_args.bin
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 5624
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:a1704bcfcfd1965a4c663d038235420f54fec65277e92be8502fddf96743aea5
|
3 |
size 5624
|