|
--- |
|
license: other |
|
license_name: qwen |
|
license_link: >- |
|
https://github.com/QwenLM/Qwen/blob/main/Tongyi%20Qianwen%20LICENSE%20AGREEMENT |
|
language: |
|
- en |
|
- zh |
|
library_name: transformers |
|
pipeline_tag: text-generation |
|
inference: false |
|
tags: |
|
- llama |
|
- qwen |
|
--- |
|
|
|
This is the LLaMAfied version of [Qwen-14B-Chat](https://huggingface.co/Qwen/Qwen-14B-Chat) model by Alibaba Cloud. |
|
|
|
This model is converted with https://github.com/hiyouga/LLaMA-Factory/blob/main/tests/llamafy_qwen.py |
|
|
|
The tokenizer is borrowed from https://huggingface.co/CausalLM/72B-preview-llamafied-qwen-llamafy |
|
|
|
You may use this model for fine-tuning in downstream tasks, we recommend using our efficient fine-tuning toolkit. https://github.com/hiyouga/LLaMA-Factory |
|
|
|
- **Developed by:** Alibaba Cloud. |
|
- **Language(s) (NLP):** Chinese/English |
|
- **License:** [Tongyi Qianwen License](https://github.com/QwenLM/Qwen/blob/main/Tongyi%20Qianwen%20LICENSE%20AGREEMENT) |
|
|
|
Usage: |
|
|
|
```python |
|
from transformers import AutoModelForCausalLM, AutoTokenizer, TextStreamer |
|
|
|
tokenizer = AutoTokenizer.from_pretrained("hiyouga/Qwen-14B-Chat-LLaMAfied") |
|
model = AutoModelForCausalLM.from_pretrained("hiyouga/Qwen-14B-Chat-LLaMAfied", torch_dtype="auto", device_map="auto") |
|
streamer = TextStreamer(tokenizer, skip_prompt=True, skip_special_tokens=True) |
|
|
|
messages = [ |
|
{"role": "user", "content": "Who are you?"} |
|
] |
|
inputs = tokenizer.apply_chat_template(messages, tokenize=True, add_generation_prompt=True, return_tensors="pt") |
|
inputs = inputs.to("cuda") |
|
generate_ids = model.generate(inputs, streamer=streamer) |
|
``` |
|
|
|
You could also alternatively launch a CLI demo by using the script in [LLaMA-Factory](https://github.com/hiyouga/LLaMA-Factory) |
|
|
|
```bash |
|
python src/cli_demo.py --template qwen --model_name_or_path hiyouga/Qwen-14B-Chat-LLaMAfied |
|
``` |
|
|
