Sandiago21 commited on
Commit
55779cc
1 Parent(s): 93c2bd1

End of training

Browse files
Files changed (3) hide show
  1. README.md +67 -0
  2. tokenizer.json +1 -8
  3. train_with_llm_answers.csv +0 -0
README.md ADDED
@@ -0,0 +1,67 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ language:
3
+ - multilingual
4
+ license: mit
5
+ base_model: HuggingFaceH4/zephyr-7b-alpha
6
+ tags:
7
+ - generated_from_trainer
8
+ datasets:
9
+ - STEM
10
+ model-index:
11
+ - name: zephyr-7b-llm-science-exam
12
+ results: []
13
+ ---
14
+
15
+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
16
+ should probably proofread and complete it, then remove this comment. -->
17
+
18
+ # zephyr-7b-llm-science-exam
19
+
20
+ This model is a fine-tuned version of [HuggingFaceH4/zephyr-7b-alpha](https://huggingface.co/HuggingFaceH4/zephyr-7b-alpha) on the llm-science-exam dataset.
21
+ It achieves the following results on the evaluation set:
22
+ - Loss: 1.3920
23
+
24
+ ## Model description
25
+
26
+ More information needed
27
+
28
+ ## Intended uses & limitations
29
+
30
+ More information needed
31
+
32
+ ## Training and evaluation data
33
+
34
+ More information needed
35
+
36
+ ## Training procedure
37
+
38
+ ### Training hyperparameters
39
+
40
+ The following hyperparameters were used during training:
41
+ - learning_rate: 1e-05
42
+ - train_batch_size: 2
43
+ - eval_batch_size: 2
44
+ - seed: 42
45
+ - gradient_accumulation_steps: 4
46
+ - total_train_batch_size: 8
47
+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
48
+ - lr_scheduler_type: cosine
49
+ - lr_scheduler_warmup_steps: 50
50
+ - num_epochs: 1
51
+
52
+ ### Training results
53
+
54
+ | Training Loss | Epoch | Step | Validation Loss |
55
+ |:-------------:|:-----:|:----:|:---------------:|
56
+ | 1.8861 | 0.24 | 100 | 1.6360 |
57
+ | 1.6563 | 0.48 | 200 | 1.4566 |
58
+ | 1.5457 | 0.71 | 300 | 1.3980 |
59
+ | 1.4945 | 0.95 | 400 | 1.3920 |
60
+
61
+
62
+ ### Framework versions
63
+
64
+ - Transformers 4.34.0.dev0
65
+ - Pytorch 2.0.0
66
+ - Datasets 2.1.0
67
+ - Tokenizers 0.14.0
tokenizer.json CHANGED
@@ -1,14 +1,7 @@
1
  {
2
  "version": "1.0",
3
  "truncation": null,
4
- "padding": {
5
- "strategy": "BatchLongest",
6
- "direction": "Left",
7
- "pad_to_multiple_of": null,
8
- "pad_id": 2,
9
- "pad_type_id": 0,
10
- "pad_token": "</s>"
11
- },
12
  "added_tokens": [
13
  {
14
  "id": 0,
 
1
  {
2
  "version": "1.0",
3
  "truncation": null,
4
+ "padding": null,
 
 
 
 
 
 
 
5
  "added_tokens": [
6
  {
7
  "id": 0,
train_with_llm_answers.csv ADDED
The diff for this file is too large to render. See raw diff