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
+---
+
+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) 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 | fp16         | 0.5642        | 0.4224	| 0.7449 | 0.5526 | 0.7666 | 0.6993 | 6.4            |
+|       | 2x8g8        | 0.3876        | 0.3328	| 0.6763 | 0.4817 | 0.7421 | 0.5975	| 1.5           |