Hugging Face's logo

qing-yao
/
baseline_seed-42_1e-3

Text Generation
Transformers
Safetensors
opt
Generated from Trainer
text-generation-inference
Inference Endpoints
Model card Files Community
qing-yao commited on
Commit
6a3518f
·
verified ·
1 Parent(s): 574b40f

Model save

Browse files
Files changed (6) hide show
  1. README.md +26 -24
  2. merges.txt +0 -0
  3. model.safetensors +1 -1
  4. tokenizer.json +0 -0
  5. training_args.bin +1 -1
  6. vocab.json +0 -0
README.md CHANGED
@@ -16,8 +16,8 @@ should probably proofread and complete it, then remove this comment. -->
16
 
17
  This model was trained from scratch on an unknown dataset.
18
  It achieves the following results on the evaluation set:
19
- - Loss: 3.1495
20
- - Accuracy: 0.4121
21
 
22
  ## Model description
23
 
@@ -40,6 +40,8 @@ The following hyperparameters were used during training:
40
  - train_batch_size: 32
41
  - eval_batch_size: 64
42
  - seed: 42
 
 
43
  - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
44
  - lr_scheduler_type: linear
45
  - lr_scheduler_warmup_steps: 32000
@@ -48,28 +50,28 @@ The following hyperparameters were used during training:
48
 
49
  ### Training results
50
 
51
- | Training Loss | Epoch | Step | Validation Loss | Accuracy |
52
- |:-------------:|:-----:|:------:|:---------------:|:--------:|
53
- | 3.6536 | 1.0 | 17459 | 3.6063 | 0.3536 |
54
- | 3.4313 | 2.0 | 34918 | 3.3959 | 0.3757 |
55
- | 3.2641 | 3.0 | 52377 | 3.2704 | 0.3901 |
56
- | 3.1763 | 4.0 | 69836 | 3.2136 | 0.3968 |
57
- | 3.1125 | 5.0 | 87295 | 3.1768 | 0.4015 |
58
- | 3.0607 | 6.0 | 104754 | 3.1599 | 0.4039 |
59
- | 3.0231 | 7.0 | 122213 | 3.1423 | 0.4063 |
60
- | 2.986 | 8.0 | 139672 | 3.1343 | 0.4077 |
61
- | 2.9519 | 9.0 | 157131 | 3.1277 | 0.4090 |
62
- | 2.9272 | 10.0 | 174590 | 3.1228 | 0.4100 |
63
- | 2.9034 | 11.0 | 192049 | 3.1221 | 0.4106 |
64
- | 2.8763 | 12.0 | 209508 | 3.1221 | 0.4111 |
65
- | 2.851 | 13.0 | 226967 | 3.1256 | 0.4114 |
66
- | 2.8383 | 14.0 | 244426 | 3.1238 | 0.4119 |
67
- | 2.8084 | 15.0 | 261885 | 3.1268 | 0.4121 |
68
- | 2.7877 | 16.0 | 279344 | 3.1320 | 0.4121 |
69
- | 2.7651 | 17.0 | 296803 | 3.1339 | 0.4122 |
70
- | 2.7424 | 18.0 | 314262 | 3.1409 | 0.4121 |
71
- | 2.7208 | 19.0 | 331721 | 3.1441 | 0.4121 |
72
- | 2.7009 | 20.0 | 349180 | 3.1495 | 0.4121 |
73
 
74
 
75
  ### Framework versions
 
16
 
17
  This model was trained from scratch on an unknown dataset.
18
  It achieves the following results on the evaluation set:
19
+ - Loss: 3.0426
20
+ - Accuracy: 0.4215
21
 
22
  ## Model description
23
 
 
40
  - train_batch_size: 32
41
  - eval_batch_size: 64
42
  - seed: 42
43
+ - gradient_accumulation_steps: 8
44
+ - total_train_batch_size: 256
45
  - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
46
  - lr_scheduler_type: linear
47
  - lr_scheduler_warmup_steps: 32000
 
50
 
51
  ### Training results
52
 
53
+ | Training Loss | Epoch | Step | Validation Loss | Accuracy |
54
+ |:-------------:|:-------:|:-----:|:---------------:|:--------:|
55
+ | 6.4165 | 0.9996 | 1977 | 4.6002 | 0.2628 |
56
+ | 4.4252 | 1.9996 | 3955 | 3.9054 | 0.3265 |
57
+ | 3.8303 | 2.9997 | 5933 | 3.5867 | 0.3593 |
58
+ | 3.552 | 3.9997 | 7911 | 3.4361 | 0.3746 |
59
+ | 3.4003 | 4.9998 | 9889 | 3.3533 | 0.3826 |
60
+ | 3.3048 | 5.9999 | 11867 | 3.2995 | 0.3884 |
61
+ | 3.2405 | 6.9999 | 13845 | 3.2618 | 0.3921 |
62
+ | 3.1938 | 8.0 | 15823 | 3.2395 | 0.3949 |
63
+ | 3.1584 | 8.9996 | 17800 | 3.2179 | 0.3974 |
64
+ | 3.1331 | 9.9996 | 19778 | 3.1996 | 0.3994 |
65
+ | 3.1128 | 10.9997 | 21756 | 3.1903 | 0.4005 |
66
+ | 3.0941 | 11.9997 | 23734 | 3.1839 | 0.4014 |
67
+ | 3.0833 | 12.9998 | 25712 | 3.1728 | 0.4024 |
68
+ | 3.0736 | 13.9999 | 27690 | 3.1701 | 0.4029 |
69
+ | 3.0665 | 14.9999 | 29668 | 3.1649 | 0.4034 |
70
+ | 3.0616 | 16.0 | 31646 | 3.1627 | 0.4037 |
71
+ | 3.0446 | 16.9996 | 33623 | 3.1264 | 0.4081 |
72
+ | 2.9699 | 17.9996 | 35601 | 3.0900 | 0.4133 |
73
+ | 2.8822 | 18.9997 | 37579 | 3.0569 | 0.4182 |
74
+ | 2.7774 | 19.9912 | 39540 | 3.0426 | 0.4215 |
75
 
76
 
77
  ### Framework versions
merges.txt CHANGED
The diff for this file is too large to render. See raw diff
 
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:c98cba2c9cbcfc29de67ee654fdcc3c3d2f60389d0278787872824513d9e561e
3
  size 391370592
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ff393615d7d407bee3cf4961aa64e38a79b69b3951ac62aea898a7e45449fec8
3
  size 391370592
tokenizer.json CHANGED
The diff for this file is too large to render. See raw diff
 
training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:7e2e41b61d7b23f3bbf589db0587afc78ea22a155efbb2f69ce7f02f48797b01
3
  size 5240
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8d501ead4e2d226120da332c060e2e576b9590ff3e16ea1f84b1ff957f5e1aa3
3
  size 5240
vocab.json CHANGED
The diff for this file is too large to render. See raw diff