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Llama-3.2-1B-Instruct-nbits4-GSNone-Axis0-HQQ
brunopio/Llama-3.2-1B-Instruct-nbits4-GSNone-Axis0-HQQ
Llama-3.2-1B-Instruct-nbits4-GSNone-Axis0-HQQ is a machine learning model from brunopio. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
This is a version of the Llama-3.2-1B-Instruct model quantized to 4-bit via Half-Quadratic Quantization (HQQ): https://mobiusml.github.io/hqqblog/
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At a glance
- Model type
- llama
- Access
- Public
- Created
- Sep 26, 2024
- Updated
- Sep 26, 2024
- SHA
- 259c58f6
Base models
Model card
From the Hugging Face model README
This is a version of the Llama-3.2-1B-Instruct model quantized to 4-bit via Half-Quadratic Quantization (HQQ): https://mobiusml.github.io/hqq_blog/
To run the model, install the HQQ library from https://github.com/mobiusml/hqq and use it as follows:
model_id = 'brunopio/Llama-3.2-1B-Instruct-nbits4-GS64-Axis1-HQQ'
from hqq.engine.hf import HQQModelForCausalLM, AutoTokenizer
tokenizer = AutoTokenizer.from_pretrained(model_id)
model = HQQModelForCausalLM.from_quantized(model_id)
Limitations: <br> -Only supports single GPU runtime.<br> -Not compatible with HuggingFace's PEFT.<br>
- Type
- llama
- Created
- Sep 26, 2024
- Updated
- Sep 26, 2024