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README.md
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---
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language:
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- en
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- de
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- fr
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- it
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- pt
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- hi
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- es
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- th
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license: llama3.1
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pipeline_tag: text-generation
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tags:
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- facebook
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- meta
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- pytorch
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- llama
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- llama-3
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- gguf
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- imatrix
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base_model: meta-llama/Meta-Llama-3.1-70B-Instruct
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---
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# Quant Infos
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- Requires latest master + [Rope Scaling PR](https://github.com/ggerganov/llama.cpp/pull/8676)
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- Might not be perfect yet, but seems to mostly work.
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- quants done with an importance matrix for improved quantization loss
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- Quantized ggufs & imatrix from hf bf16, through bf16. `safetensors bf16 -> gguf bf16 -> quant` for *optimal* quant loss.
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- Wide coverage of different gguf quant types from Q\_8\_0 down to IQ1\_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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