
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}
)
```
{"license": "apache-2.0", "tags": ["alpaca", "llama"], "datasets": ["sahil2801/CodeAlpaca-20k", "ehartford/leet10k-alpaca", "yahma/alpaca-cleaned"]}
alpaca llama dataset:sahil2801/CodeAlpaca-20k dataset:ehartford/leet10k-alpaca dataset:yahma/alpaca-cleaned license:apache-2.0 region:us
TAGS
#alpaca #llama #dataset-sahil2801/CodeAlpaca-20k #dataset-ehartford/leet10k-alpaca #dataset-yahma/alpaca-cleaned #license-apache-2.0 #region-us 


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 'URL' script from the Alpaca-LoRA repository to generate text or perform other NLP tasks.

## Setup

1. Clone the Alpaca-LoRA repository:

    git clone URL
3. Install the required packages:

    pip install -r URL


## Usage

Use the 'URL' script from the Alpaca-LoRA repository to run the model with the provided LoRA checkpoint:

    python URL --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 'URL' as follows (see issue #21):


## Setup

1. Clone the Alpaca-LoRA repository:

    git clone URL
3. Install the required packages:

    pip install -r URL ## Usage

Use the 'URL' script from the Alpaca-LoRA repository to run the model with the provided LoRA checkpoint:

    python URL --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 'URL' as follows (see issue #21):
TAGS
#alpaca #llama #dataset-sahil2801/CodeAlpaca-20k #dataset-ehartford/leet10k-alpaca #dataset-yahma/alpaca-cleaned #license-apache-2.0 #region-us 
 ## Setup

1. Clone the Alpaca-LoRA repository:

    git clone URL
3. Install the required packages:

    pip install -r URL ## Usage

Use the 'URL' script from the Alpaca-LoRA repository to run the model with the provided LoRA checkpoint:

    python URL --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 'URL' as follows (see issue #21):
TAGS
#alpaca #llama #dataset-sahil2801/CodeAlpaca-20k #dataset-ehartford/leet10k-alpaca #dataset-yahma/alpaca-cleaned #license-apache-2.0 #region-us 
## Setup

1. Clone the Alpaca-LoRA repository:

    git clone URL
3. Install the required packages:

    pip install -r URL## Usage

Use the 'URL' script from the Alpaca-LoRA repository to run the model with the provided LoRA checkpoint:

    python URL --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 'URL' as follows (see issue #21):