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---
license: apache-2.0
datasets:
- sahil2801/CodeAlpaca-20k
- ehartford/leet10k-alpaca
- yahma/alpaca-cleaned
tags:
- alpaca
- llama
---
This repository contains a LoRA checkpoint based on the Alpaca-LoRA implementation to perform coding tasks better. The provided checkpoint can be used with the `generate.py` script from the Alpaca-LoRA repository to generate text or perform other NLP tasks.
## Setup
1. Clone the Alpaca-LoRA repository:
git clone https://github.com/tloen/alpaca-lora.git
3. Install the required packages:
pip install -r requirements.txt
## Usage
Use the `generate.py` script from the Alpaca-LoRA repository to run the model with the provided LoRA checkpoint:
python generate.py --load_8bit --base_model 'decapoda-research/llama-7b-hf' --lora_weights 'vihangd/leet-coding-alpaca-lora-7b'
### Troubleshooting
If you encounter an error like:
AttributeError: 'NoneType' object has no attribute 'device'
Modify `generate.py` as follows (see [issue #21](https://github.com/tloen/alpaca-lora/issues/21)):
```python
model = PeftModel.from_pretrained(
model,
lora_weights,
torch_dtype=torch.float16,
device_map={'': 0}
)
``` |