Create README.md

README.md

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+---
+base_model:
+- meta-llama/Llama-3.2-1B-Instruct
+base_model_relation: quantized
+---
+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:
+``` Python
+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>