|
--- |
|
license: apache-2.0 |
|
language: |
|
- en |
|
pipeline_tag: text-generation |
|
tags: |
|
- mistral |
|
- instruct |
|
- gguf |
|
- imatrix |
|
base_model: mistralai/Mistral-Nemo-Instruct-2407 |
|
--- |
|
|
|
# Quant Infos |
|
|
|
|
|
- needs [#8604](https://github.com/ggerganov/llama.cpp/pull/8604) & latest master with tekken tokenizer fixes applied |
|
- 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 |
|
- experimental custom quant types |
|
- `_L` with `--output-tensor-type f16 --token-embedding-type f16` (same as bartowski's) |
|
- Imatrix generated with [this](https://gist.github.com/bartowski1182/eb213dccb3571f863da82e99418f81e8) multi-purpose dataset by [bartowski](https://huggingface.co/bartowski). |
|
``` |
|
./imatrix -m $model_name-bf16.gguf -f calibration_datav3.txt -o $model_name.imatrix |
|
``` |
|
|
|
# Original Model Card: |
|
|
|
TODO |
