Added evaluation metrics

README.md

@@ -0,0 +1,23 @@
+---
+library_name: transformers
+tags:
+- aqlm
+- llama
+- facebook
+- meta
+- llama-3
+- conversational
+- text-generation-inference
+base_model: meta-llama/Llama-3.2-3B-Instruct
+---
+
+Official [AQLM](https://arxiv.org/abs/2401.06118) quantization of [meta-llama/Llama-3.2-3B
+](https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct) finetuned with [PV-Tuning](https://arxiv.org/abs/2405.14852).
+
+For this quantization, we used 2 codebooks of 8 bits and groupsize of 8.
+
+Results: 
+| Model | Quantization | MMLU (5-shot) | ArcC   | ArcE   | Hellaswag | PiQA   | Winogrande | Model size, Gb |
+|-------|--------------|---------------|--------|--------|-----------|--------|------------|----------------|
+| meta-llama/Llama-3.2-3B-Instruct | fp16         | 0.5984 | 0.4369	| 0.7428 | 0.5224 | 0.7579 | 0.6732 | 6.4            |
+|       | 2x8g8        | 0.4842 | 0.3686 | 0.7066 | 0.4833 | 0.7274	| 0.6346 | 1.5           |