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Meta-Llama-3-70B-AQLM-PV-2Bit-1x16
ISTA-DASLab/Meta-Llama-3-70B-AQLM-PV-2Bit-1x16
Meta-Llama-3-70B-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.
An official quantization of meta-llama/Meta-Llama-3-70B using PV-Tuning on top of AQLM .
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From the Hugging Face model README
An official quantization of meta-llama/Meta-Llama-3-70B using PV-Tuning on top of AQLM .
For this quantization, we used 1 codebook of 16 bits for groups of 8 weights.
| Model | AQLM scheme | WikiText 2 PPL | Model size, Gb | Hub link |
|---|---|---|---|---|
| meta-llama/Meta-Llama-3-8B | 1x16g8 | 6.99 | 4.1 | Link |
| meta-llama/Meta-Llama-3-8B | 1x16g16 | 9.43 | 3.9 | Link |
| meta-llama/Meta-Llama-3-70B (this) | 1x16g8 | 4.57 | 21.9 | Link |
To learn more about the inference, as well as the information on how to quantize models yourself, please refer to the official GitHub repo. The original code for PV-Tuning can be found in the AQLM@pv-tuning branch.
- Task
- Text Generation
- Library
- transformers
- Type
- llama
- Created
- May 29, 2024
- Updated
- May 31, 2024