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--- |
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base_model: Kquant03/Azathoth-16x7B-bf16 |
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language: |
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- en |
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library_name: transformers |
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license: apache-2.0 |
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no_imatrix: Missing importance matrix for tensor blk.0.ffn_gate_exps.weight in a very |
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low-bit quantization |
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quantized_by: mradermacher |
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tags: |
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- moe |
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- merge |
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--- |
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## About |
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<!-- ### quantize_version: 2 --> |
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<!-- ### output_tensor_quantised: 1 --> |
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<!-- ### convert_type: hf --> |
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<!-- ### vocab_type: --> |
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<!-- ### tags: nicoboss --> |
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static quants of https://huggingface.co./Kquant03/Azathoth-16x7B-bf16 |
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<!-- provided-files --> |
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## Usage |
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If you are unsure how to use GGUF files, refer to one of [TheBloke's |
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READMEs](https://huggingface.co./TheBloke/KafkaLM-70B-German-V0.1-GGUF) for |
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more details, including on how to concatenate multi-part files. |
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## Provided Quants |
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(sorted by size, not necessarily quality. IQ-quants are often preferable over similar sized non-IQ quants) |
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| Link | Type | Size/GB | Notes | |
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|:-----|:-----|--------:|:------| |
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| [GGUF](https://huggingface.co./mradermacher/Azathoth-16x7B-bf16-GGUF/resolve/main/Azathoth-16x7B-bf16.Q2_K.gguf) | Q2_K | 33.4 | | |
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| [GGUF](https://huggingface.co./mradermacher/Azathoth-16x7B-bf16-GGUF/resolve/main/Azathoth-16x7B-bf16.Q3_K_S.gguf) | Q3_K_S | 39.6 | | |
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| [GGUF](https://huggingface.co./mradermacher/Azathoth-16x7B-bf16-GGUF/resolve/main/Azathoth-16x7B-bf16.Q3_K_M.gguf) | Q3_K_M | 43.9 | lower quality | |
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| [GGUF](https://huggingface.co./mradermacher/Azathoth-16x7B-bf16-GGUF/resolve/main/Azathoth-16x7B-bf16.Q3_K_L.gguf) | Q3_K_L | 47.5 | | |
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| [GGUF](https://huggingface.co./mradermacher/Azathoth-16x7B-bf16-GGUF/resolve/main/Azathoth-16x7B-bf16.IQ4_XS.gguf) | IQ4_XS | 49.5 | | |
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| [PART 1](https://huggingface.co./mradermacher/Azathoth-16x7B-bf16-GGUF/resolve/main/Azathoth-16x7B-bf16.Q4_K_S.gguf.part1of2) [PART 2](https://huggingface.co./mradermacher/Azathoth-16x7B-bf16-GGUF/resolve/main/Azathoth-16x7B-bf16.Q4_K_S.gguf.part2of2) | Q4_K_S | 52.3 | fast, recommended | |
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| [PART 1](https://huggingface.co./mradermacher/Azathoth-16x7B-bf16-GGUF/resolve/main/Azathoth-16x7B-bf16.Q4_K_M.gguf.part1of2) [PART 2](https://huggingface.co./mradermacher/Azathoth-16x7B-bf16-GGUF/resolve/main/Azathoth-16x7B-bf16.Q4_K_M.gguf.part2of2) | Q4_K_M | 55.7 | fast, recommended | |
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| [PART 1](https://huggingface.co./mradermacher/Azathoth-16x7B-bf16-GGUF/resolve/main/Azathoth-16x7B-bf16.Q5_K_S.gguf.part1of2) [PART 2](https://huggingface.co./mradermacher/Azathoth-16x7B-bf16-GGUF/resolve/main/Azathoth-16x7B-bf16.Q5_K_S.gguf.part2of2) | Q5_K_S | 63.2 | | |
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| [PART 1](https://huggingface.co./mradermacher/Azathoth-16x7B-bf16-GGUF/resolve/main/Azathoth-16x7B-bf16.Q5_K_M.gguf.part1of2) [PART 2](https://huggingface.co./mradermacher/Azathoth-16x7B-bf16-GGUF/resolve/main/Azathoth-16x7B-bf16.Q5_K_M.gguf.part2of2) | Q5_K_M | 65.2 | | |
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| [PART 1](https://huggingface.co./mradermacher/Azathoth-16x7B-bf16-GGUF/resolve/main/Azathoth-16x7B-bf16.Q6_K.gguf.part1of2) [PART 2](https://huggingface.co./mradermacher/Azathoth-16x7B-bf16-GGUF/resolve/main/Azathoth-16x7B-bf16.Q6_K.gguf.part2of2) | Q6_K | 75.4 | very good quality | |
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| [PART 1](https://huggingface.co./mradermacher/Azathoth-16x7B-bf16-GGUF/resolve/main/Azathoth-16x7B-bf16.Q8_0.gguf.part1of2) [PART 2](https://huggingface.co./mradermacher/Azathoth-16x7B-bf16-GGUF/resolve/main/Azathoth-16x7B-bf16.Q8_0.gguf.part2of2) | Q8_0 | 97.6 | fast, best quality | |
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Here is a handy graph by ikawrakow comparing some lower-quality quant |
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types (lower is better): |
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And here are Artefact2's thoughts on the matter: |
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https://gist.github.com/Artefact2/b5f810600771265fc1e39442288e8ec9 |
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## FAQ / Model Request |
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See https://huggingface.co./mradermacher/model_requests for some answers to |
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questions you might have and/or if you want some other model quantized. |
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## Thanks |
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I thank my company, [nethype GmbH](https://www.nethype.de/), for letting |
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me use its servers and providing upgrades to my workstation to enable |
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this work in my free time. Additional thanks to [@nicoboss](https://huggingface.co./nicoboss) for giving me access to his private supercomputer, enabling me to provide many more imatrix quants, at much higher quality, than I would otherwise be able to. |
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<!-- end --> |
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