tyzhu commited on
Commit
7e5010e
·
verified ·
1 Parent(s): 61d3032

Model save

Browse files
Files changed (3) hide show
  1. README.md +79 -0
  2. generation_config.json +8 -0
  3. pytorch_model.bin +1 -1
README.md ADDED
@@ -0,0 +1,79 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: mit
3
+ base_model: gpt2-xl
4
+ tags:
5
+ - generated_from_trainer
6
+ metrics:
7
+ - accuracy
8
+ model-index:
9
+ - name: lmind_nq_train600_eval300_v1_docidx_gpt2-xl
10
+ results: []
11
+ ---
12
+
13
+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
14
+ should probably proofread and complete it, then remove this comment. -->
15
+
16
+ # lmind_nq_train600_eval300_v1_docidx_gpt2-xl
17
+
18
+ This model is a fine-tuned version of [gpt2-xl](https://huggingface.co/gpt2-xl) on an unknown dataset.
19
+ It achieves the following results on the evaluation set:
20
+ - Loss: 0.3697
21
+ - Accuracy: 0.8462
22
+
23
+ ## Model description
24
+
25
+ More information needed
26
+
27
+ ## Intended uses & limitations
28
+
29
+ More information needed
30
+
31
+ ## Training and evaluation data
32
+
33
+ More information needed
34
+
35
+ ## Training procedure
36
+
37
+ ### Training hyperparameters
38
+
39
+ The following hyperparameters were used during training:
40
+ - learning_rate: 3e-05
41
+ - train_batch_size: 16
42
+ - eval_batch_size: 16
43
+ - seed: 42
44
+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
45
+ - lr_scheduler_type: constant
46
+ - num_epochs: 10.0
47
+
48
+ ### Training results
49
+
50
+ | Training Loss | Epoch | Step | Validation Loss | Accuracy |
51
+ |:-------------:|:-----:|:----:|:---------------:|:--------:|
52
+ | 2.4931 | 0.5 | 28 | 2.3904 | 0.5749 |
53
+ | 2.4699 | 1.0 | 56 | 2.1014 | 0.6050 |
54
+ | 1.9006 | 1.5 | 84 | 1.8079 | 0.6393 |
55
+ | 1.9317 | 2.0 | 112 | 1.5510 | 0.6722 |
56
+ | 1.3984 | 2.5 | 140 | 1.2850 | 0.7075 |
57
+ | 1.3662 | 3.0 | 168 | 1.0900 | 0.7374 |
58
+ | 0.9041 | 3.5 | 196 | 0.8909 | 0.7670 |
59
+ | 0.9056 | 4.0 | 224 | 0.7502 | 0.7903 |
60
+ | 0.6131 | 4.5 | 252 | 0.6304 | 0.8067 |
61
+ | 0.6101 | 5.0 | 280 | 0.5429 | 0.8215 |
62
+ | 0.3772 | 5.5 | 308 | 0.4872 | 0.8287 |
63
+ | 0.4265 | 6.0 | 336 | 0.4437 | 0.8357 |
64
+ | 0.2552 | 6.5 | 364 | 0.4226 | 0.8389 |
65
+ | 0.2875 | 7.0 | 392 | 0.4019 | 0.8418 |
66
+ | 0.1874 | 7.5 | 420 | 0.3965 | 0.8430 |
67
+ | 0.1958 | 8.0 | 448 | 0.3812 | 0.8441 |
68
+ | 0.1443 | 8.5 | 476 | 0.3852 | 0.8450 |
69
+ | 0.1535 | 9.0 | 504 | 0.3791 | 0.8456 |
70
+ | 0.1236 | 9.5 | 532 | 0.3849 | 0.8456 |
71
+ | 0.1221 | 10.0 | 560 | 0.3697 | 0.8462 |
72
+
73
+
74
+ ### Framework versions
75
+
76
+ - Transformers 4.34.0
77
+ - Pytorch 2.1.0+cu121
78
+ - Datasets 2.14.5
79
+ - Tokenizers 0.14.1
generation_config.json ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_from_model_config": true,
3
+ "bos_token_id": 50256,
4
+ "do_sample": true,
5
+ "eos_token_id": 50256,
6
+ "max_length": 50,
7
+ "transformers_version": "4.34.0"
8
+ }
pytorch_model.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:96d164f5b8a41f441c2140e61cf44d45c0919133266a6fc1ba6ec17d44e5e198
3
  size 6230637102
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b34e98dc31d89fda108a50667e08103b3c5d257c1e862083715558412d58b7d9
3
  size 6230637102