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README.md
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-
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- needs [#8604](https://github.com/ggerganov/llama.cpp/pull/8604) & latest master with tekken tokenizer fixes applied
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---
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license: apache-2.0
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language:
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- en
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pipeline_tag: text-generation
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tags:
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- mistral
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- instruct
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- gguf
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- imatrix
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base_model: mistralai/Mistral-Nemo-Instruct-2407
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---
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# Quant Infos
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## Updated for all recent llama.cpp fixes (final logit soft capping+sliding window+tokenizer)
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- needs [#8604](https://github.com/ggerganov/llama.cpp/pull/8604) & latest master with tekken tokenizer fixes applied
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- quants done with an importance matrix for improved quantization loss
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- Requantized ggufs & imatrix from hf bf16
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- Wide coverage of different gguf quant types from Q\_8\_0 down to IQ1\_S
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- experimental custom quant types
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- `_L` with `--output-tensor-type f16 --token-embedding-type f16` (same as bartowski's)
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- Imatrix generated with [this](https://gist.github.com/bartowski1182/eb213dccb3571f863da82e99418f81e8) multi-purpose dataset by [bartowski](https://huggingface.co/bartowski).
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```
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./imatrix -m $model_name-bf16.gguf -f calibration_datav3.txt -o $model_name.imatrix
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```
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# Original Model Card:
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TODO
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