ISTA-DASLab
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Meta-Llama-3.1-8B-AQLM-PV-1Bit-1x16-hf

Text Generation

text-generation-inference

Inference Endpoints

Model card Files Files and versions Community

SpiridonSunRotator commited on 14 days ago

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@@ -17,8 +17,12 @@ Results:
 | Model      | Quantization | MMLU (5-shot) | ArcC| ArcE| Hellaswag | PiQA | Winogrande | Model size, Gb |
 |------|------|-------|------|------|------|------|------|------|
 |meta-llama/Meta-Llama-3.1-8B| None |0.6521	| 0.5145 | 0.8144 | 0.5998 | 0.8014	| 0.7356 | 16.1 |
-|  | 1x16g8 | 0.3057 | 0.2952 | 0.5981 | 0.4457	| 0.7138 | 0.5912 | 0.5288 | 3.4 |
 **Note**
-We used `lm-eval=0.4.0` for evaluation.

 | Model      | Quantization | MMLU (5-shot) | ArcC| ArcE| Hellaswag | PiQA | Winogrande | Model size, Gb |
 |------|------|-------|------|------|------|------|------|------|
 |meta-llama/Meta-Llama-3.1-8B| None |0.6521	| 0.5145 | 0.8144 | 0.5998 | 0.8014	| 0.7356 | 16.1 |
+|  | 1x16g8 | 0.3057 | 0.3574 | 0.3464 | 0.6793	| 0.4822 | 0.7318 | 0.6275 | 3.4 |
 **Note**
+We used `lm-eval=0.4.0` for evaluation.
+**UPD (09.08.2024)**
+Uploaded new version finetuned on more data for longer with better quality.