Model Details

This is meta-llama/Meta-Llama-3.1-8B quantized with AutoRound (asymmetric quantization) to 4-bit. The model has been created, tested, and evaluated by The Kaitchup. It is compatible with the main inference frameworks, e.g., TGI and vLLM.

Details on the quantization process and evaluation: Mistral-NeMo: 4.1x Smaller with Quantized Minitron

Developed by: The Kaitchup
License: Apache license 2.0

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Safetensors

Model size

1.99B params

Tensor type

FP16

I32

Inference Examples

Text Generation

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Collection including kaitchup/Meta-Llama-3.1-8B-AutoRound-GPTQ-asym-4bit

The Minitron Models and Their Teachers, Quantized

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10 items • Updated Aug 26