selimsheker commited on
Commit
cca4b5c
·
verified ·
1 Parent(s): 2c2cd3c

Model save

Browse files
Files changed (2) hide show
  1. README.md +67 -0
  2. adapter_model.safetensors +1 -1
README.md ADDED
@@ -0,0 +1,67 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ base_model: meta-llama/Llama-2-7b-chat-hf
3
+ library_name: peft
4
+ license: llama2
5
+ metrics:
6
+ - accuracy
7
+ tags:
8
+ - llama-factory
9
+ - generated_from_trainer
10
+ model-index:
11
+ - name: llama2_7b_test_4
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
+ # llama2_7b_test_4
19
+
20
+ This model is a fine-tuned version of [meta-llama/Llama-2-7b-chat-hf](https://huggingface.co/meta-llama/Llama-2-7b-chat-hf) on an unknown dataset.
21
+ It achieves the following results on the evaluation set:
22
+ - Loss: 1.6859
23
+ - Accuracy: 0.6973
24
+
25
+ ## Model description
26
+
27
+ More information needed
28
+
29
+ ## Intended uses & limitations
30
+
31
+ More information needed
32
+
33
+ ## Training and evaluation data
34
+
35
+ More information needed
36
+
37
+ ## Training procedure
38
+
39
+ ### Training hyperparameters
40
+
41
+ The following hyperparameters were used during training:
42
+ - learning_rate: 0.0001
43
+ - train_batch_size: 1
44
+ - eval_batch_size: 1
45
+ - seed: 42
46
+ - gradient_accumulation_steps: 8
47
+ - total_train_batch_size: 8
48
+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
49
+ - lr_scheduler_type: cosine
50
+ - lr_scheduler_warmup_ratio: 0.1
51
+ - training_steps: 10
52
+
53
+ ### Training results
54
+
55
+ | Training Loss | Epoch | Step | Validation Loss | Accuracy |
56
+ |:-------------:|:------:|:----:|:---------------:|:--------:|
57
+ | 2.5627 | 0.0356 | 4 | 1.9985 | 0.6939 |
58
+ | 2.2846 | 0.0711 | 8 | 1.6859 | 0.6973 |
59
+
60
+
61
+ ### Framework versions
62
+
63
+ - PEFT 0.11.1
64
+ - Transformers 4.42.4
65
+ - Pytorch 2.2.1+cu121
66
+ - Datasets 2.20.0
67
+ - Tokenizers 0.19.1
adapter_model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:791cbcd361b2fb898293955dcd7cc8d7c22cf8f185281c551b9ec6f48aa29054
3
  size 80013120
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7bfbafd72ec4d3051dbd9b9329cbb11fe2496a6255b821e9e24e0625944d0ba8
3
  size 80013120