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---
license: apache-2.0
datasets:
- shibing624/alpaca-zh
- yahma/alpaca-cleaned
language:
- zh
tags:
- LoRA
- LLaMA
- Alpaca
- PEFT
- int8
---
# Model Card for llama-7b-alpaca-zh-20k
<!-- Provide a quick summary of what the model is/does. -->
## Uses
<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
### Direct Use
<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
```python
from peft import PeftModel
from transformers import GenerationConfig, LlamaForCausalLM, LlamaTokenizer
tokenizer = LlamaTokenizer.from_pretrained("decapoda-research/llama-7b-hf")
model = LlamaForCausalLM.from_pretrained(
"decapoda-research/llama-7b-hf",
load_in_8bit=True,
torch_dtype=torch.float16,
device_map="auto"
)
model = PeftModel.from_pretrained(
model,
"DataAgent/llama-7b-alpaca-zh-120k",
torch_dtype=torch.float16
)
``` |