metadata

language:
  - en
  - de
  - fr
  - it
  - pt
  - hi
  - es
  - th
license: llama3.1
pipeline_tag: text-generation
tags:
  - facebook
  - meta
  - pytorch
  - llama
  - llama-3
  - gguf
  - imatrix
base_model: meta-llama/Meta-Llama-3.1-70B-Instruct

Still uploading and quantizing, quants will appear 1by1 as they become available.

Quant Infos

Requires latest master + Rope Scaling PR
Might not be perfect yet, but seems to mostly work.
quants done with an importance matrix for improved quantization loss
Quantized ggufs & imatrix from hf bf16, through bf16. safetensors bf16 -> gguf bf16 -> quant for optimal quant loss.
Wide coverage of different gguf quant types from Q_8_0 down to IQ1_S
- still WIP
- experimental custom quant types
  - _L with --output-tensor-type f16 --token-embedding-type f16, which supposedly leads to better accuracy.

Imatrix generated with this multi-purpose dataset by bartowski.

./imatrix -m $model_name-bf16.gguf -f calibration_datav3.txt -o $model_name.imatrix

Original Model Card:

TODO