Create README.md

README.md

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+---
+library_name: transformers
+tags:
+- aqlm
+- llama
+- facebook
+- meta
+- llama-3
+- conversational
+- text-generation-inference
+base_model: meta-llama/Meta-Llama-3.1-70B-Instruct
+---
+
+Official [AQLM](https://arxiv.org/abs/2401.06118) quantization of [meta-llama/Meta-Llama-3.1-70B-Instruct
+](https://huggingface.co/meta-llama/Meta-Llama-3.1-8B-Instruct) finetuned with [PV-Tuning](https://arxiv.org/abs/2405.14852).
+
+For this quantization, we used 1 codebook of 16 bits and groupsize of 8.
+
+Results: 
+| Model | Quantization | MMLU (5-shot) | ArcC   | ArcE   | Hellaswag | PiQA   | Winogrande | Model size, Gb |
+|-------|--------------|---------------|--------|--------|-----------|--------|------------|----------------|
+|       | 1x16g8       | 0.7814        | 0.5478 | 0.8270 | 0.6284	 | 0.8036 | 0.7814     | 21.9           |