Update README.md
Browse files
README.md
CHANGED
@@ -21,3 +21,24 @@ tags:
|
|
21 |
This mistral model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library.
|
22 |
|
23 |
[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
21 |
This mistral model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library.
|
22 |
|
23 |
[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)
|
24 |
+
|
25 |
+
## 💻 Usage
|
26 |
+
|
27 |
+
```python
|
28 |
+
!pip install -qU transformers accelerate
|
29 |
+
from transformers import AutoTokenizer
|
30 |
+
import transformers
|
31 |
+
import torch
|
32 |
+
model = "llmat/Mistral-v0.3-7B-ORPO"
|
33 |
+
messages = [{"role": "user", "content": "What is a large language model?"}]
|
34 |
+
tokenizer = AutoTokenizer.from_pretrained(model)
|
35 |
+
prompt = tokenizer.apply_chat_template(messages, tokenize=False, add_generation_prompt=True)
|
36 |
+
pipeline = transformers.pipeline(
|
37 |
+
"text-generation",
|
38 |
+
model=model,
|
39 |
+
torch_dtype=torch.float16,
|
40 |
+
device_map="auto",
|
41 |
+
)
|
42 |
+
outputs = pipeline(prompt, max_new_tokens=256, do_sample=True, temperature=0.7, top_k=50, top_p=0.95)
|
43 |
+
print(outputs[0]["generated_text"])
|
44 |
+
```
|