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Meta-Llama-3.1-70B-Instruct-AQLM-PV-2Bit-1x16
ISTA-DASLab/Meta-Llama-3.1-70B-Instruct-AQLM-PV-2Bit-1x16
Meta-Llama-3.1-70B-Instruct-AQLM-PV-2Bit-1x16 is a text generation model from ISTA-DASLab. Use it when you need the model to write or continue text. It is set up for transformers.
Official AQLM quantization of meta-llama/Meta-Llama-3.1-70B-Instruct finetuned with PV-Tuning.
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.safetensors21.9 GB · 100%
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From the Hugging Face model README
Official AQLM quantization of meta-llama/Meta-Llama-3.1-70B-Instruct finetuned with PV-Tuning.
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 |
|---|---|---|---|---|---|---|---|---|
| fp16 | 0.8213 | 0.6246 | 0.8683 | 0.6516 | 0.8313 | 0.7908 | 141 | |
| 1x16g8 | 0.7814 | 0.5478 | 0.8270 | 0.6284 | 0.8036 | 0.7814 | 21.9 |
- Task
- Text Generation
- Library
- transformers
- Type
- llama
- Created
- Sep 13, 2024
- Updated
- Sep 17, 2024