DopeorNope
commited on
Commit
•
88cc7af
1
Parent(s):
f4438e1
Update README.md
Browse files
README.md
CHANGED
@@ -1,8 +1,47 @@
|
|
1 |
---
|
2 |
license: apache-2.0
|
3 |
---
|
|
|
|
|
4 |
|
5 |
-
|
6 |
|
|
|
7 |
|
8 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
---
|
2 |
license: apache-2.0
|
3 |
---
|
4 |
+
# **🐻❄️COKAL-v1_70B🐻❄️**
|
5 |
+
![img](./COKAL-DPO_bear.png)
|
6 |
|
7 |
+
## Model Details
|
8 |
|
9 |
+
**Model Developers** Seungyoo Lee (DopeorNope)
|
10 |
|
11 |
+
**Input** Models input text only.
|
12 |
+
|
13 |
+
**Output** Models generate text only.
|
14 |
+
|
15 |
+
**Model Architecture**
|
16 |
+
COKAL-v1_70B is an auto-regressive 13B language model based on the LLaMA2 transformer architecture.
|
17 |
+
|
18 |
+
**Base Model**
|
19 |
+
|
20 |
+
|
21 |
+
|
22 |
+
**Training Dataset**
|
23 |
+
|
24 |
+
- SFT training dataset: [garage-bAInd/Open-Platypus](https://huggingface.co/datasets/garage-bAInd/Open-Platypus) - private
|
25 |
+
|
26 |
+
|
27 |
+
**Training**
|
28 |
+
I developed the model in an environment with A100 x 8
|
29 |
+
|
30 |
+
|
31 |
+
# Implementation Code
|
32 |
+
```python
|
33 |
+
|
34 |
+
from transformers import AutoModelForCausalLM, AutoTokenizer
|
35 |
+
import torch
|
36 |
+
|
37 |
+
repo = "DopeorNope/COKAL-v1_70B"
|
38 |
+
model = AutoModelForCausalLM.from_pretrained(
|
39 |
+
repo,
|
40 |
+
return_dict=True,
|
41 |
+
torch_dtype=torch.float16,
|
42 |
+
device_map='auto'
|
43 |
+
)
|
44 |
+
model_tokenizer = AutoTokenizer.from_pretrained(repo)
|
45 |
+
```
|
46 |
+
|
47 |
+
---
|