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alpaca-lora-bg-7b
rmihaylov/alpaca-lora-bg-7b
alpaca-lora-bg-7b is a machine learning model from rmihaylov. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
This repo contains a low-rank adapter for LLaMA-7b trained on Bulgarian dataset.
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Public
Updated Apr 14, 2023
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67.2 MB
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At a glance
- License
- mit
- Access
- Public
- Created
- Apr 14, 2023
- Updated
- Apr 14, 2023
- SHA
- 88ea1a49
Model card
From the Hugging Face model README
LLaMA-7B
This repo contains a low-rank adapter for LLaMA-7b trained on Bulgarian dataset.
This model was introduced in this paper.
Model description
The training data is private Bulgarian dataset.
Intended uses & limitations
This is an instruction-based model similart to ChatGPT but in Bulgarian.
How to use
Here is how to use this model in PyTorch:
>>> git clone https://github.com/tloen/alpaca-lora.git
>>> cd alpaca-lora
>>> pip install -r requirements.txt
>>>
>>> python generate.py \
--load_8bit \
--base_model 'yahma/llama-7b-hf' \
--lora_weights 'rmihaylov/alpaca-lora-bg-7b' \
--share_gradio
This will download both a base model and an adapter from huggingface. Then it will run a gradio interface for chatting.
Example using this model: Colab. You need a Colab Pro because the model needs high ram when loading.
Interface
- License
- mit
- Languages
- bg
- Created
- Apr 14, 2023
- Updated
- Apr 14, 2023