alphahg commited on
Commit
882dc32
1 Parent(s): 5d5c1a6

Create README.md

Browse files
Files changed (1) hide show
  1. README.md +58 -0
README.md ADDED
@@ -0,0 +1,58 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: llama2
3
+ base_model: codellama/CodeLlama-13b-hf
4
+ tags:
5
+ - generated_from_trainer
6
+ model-index:
7
+ - name: CodeLlama-13b-hf-rust-finetune
8
+ results: []
9
+ ---
10
+
11
+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
+ should probably proofread and complete it, then remove this comment. -->
13
+
14
+ # CodeLlama-13b-hf-rust-finetune
15
+
16
+ This model is a fine-tuned version of [codellama/CodeLlama-13b-hf](https://huggingface.co/codellama/CodeLlama-13b-hf) on an [ammarnasr/the-stack-rust-clean](https://huggingface.co/datasets/ammarnasr/the-stack-rust-clean) dataset.
17
+ It achieves the following results on the evaluation set:
18
+ - Loss: 0.4809
19
+
20
+ ## Model description
21
+
22
+ More information needed
23
+
24
+ ## Intended uses & limitations
25
+
26
+ More information needed
27
+
28
+ ## Training and evaluation data
29
+
30
+ More information needed
31
+
32
+ ## Training procedure
33
+
34
+ ### Training hyperparameters
35
+
36
+ The following hyperparameters were used during training:
37
+ - learning_rate: 2.5e-05
38
+ - train_batch_size: 32
39
+ - eval_batch_size: 32
40
+ - seed: 42
41
+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
42
+ - lr_scheduler_type: linear
43
+ - lr_scheduler_warmup_steps: 1
44
+ - training_steps: 500
45
+
46
+ ### Training results
47
+
48
+ | Training Loss | Epoch | Step | Validation Loss |
49
+ |:-------------:|:-----:|:----:|:---------------:|
50
+ | 0.4848 | 0.02 | 500 | 0.4809 |
51
+
52
+
53
+ ### Framework versions
54
+
55
+ - Transformers 4.34.0
56
+ - Pytorch 2.0.1+cu118
57
+ - Datasets 2.14.5
58
+ - Tokenizers 0.14.1