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README.md
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---
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license: other
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license_name: microsoft-research-license
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tags:
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- merge
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- not-for-all-audiences
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---
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# DarkForest 20B v2.0 - GGUF IMat quants
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[IMatrix file](https://huggingface.co/TeeZee/DarkForest-20B-v2.0-GGUF-iMat/resolve/main/DarkForest-20B-v2.0.fp16_512.imatrix?download=true) prepared witch context 4096 and 5521 chunks of wiki.test.raw.
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Original model info: [DarkForest-20B-v2.0](https://huggingface.co/TeeZee/DarkForest-20B-v2.0)
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[8_q0](https://huggingface.co/TeeZee/DarkForest-20B-v2.0-GGUF-iMat/resolve/main/DarkForest-20B-v2.0_Q8_0_imatrix.gguf?download=true):
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- [5521]8.5016,
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- Final estimate: PPL = 8.5016 +/- 0.02134
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[q6_k](https://huggingface.co/TeeZee/DarkForest-20B-v2.0-GGUF-iMat/resolve/main/DarkForest-20B-v2.0.q6_K_imatrix.gguf?download=true):
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- [5521]8.5046,
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- Final estimate: PPL = 8.5046 +/- 0.02136
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[q5_0](https://huggingface.co/TeeZee/DarkForest-20B-v2.0-GGUF-iMat/resolve/main/DarkForest-20B-v2.0.q5_0_imatrix.gguf?download=true):
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- [5521]8.4903,
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- Final estimate: PPL = 8.4903 +/- 0.02132
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[q4_K_S](https://huggingface.co/TeeZee/DarkForest-20B-v2.0-GGUF-iMat/resolve/main/DarkForest-20B-v2.0.q4_K_S_imatrix.gguf?download=true):
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- [5521]8.5880,
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- Final estimate: PPL = 8.5880 +/- 0.02162
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[q4_K_M](https://huggingface.co/TeeZee/DarkForest-20B-v2.0-GGUF-iMat/resolve/main/DarkForest-20B-v2.0.q4_K_M_imatrix.gguf?download=true):
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- [5521]8.5906,
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- Final estimate: PPL = 8.5906 +/- 0.02163
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[q4_0](https://huggingface.co/TeeZee/DarkForest-20B-v2.0-GGUF-iMat/resolve/main/DarkForest-20B-v2.0.q4_0_imatrix.gguf?download=true):
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- [5521]8.5610,
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- Final estimate: PPL = 8.5610 +/- 0.02151
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[q3_K_M](https://huggingface.co/TeeZee/DarkForest-20B-v2.0-GGUF-iMat/resolve/main/DarkForest-20B-v2.0.q3_K_M_imatrix.gguf?download=true):
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- [5521]8.7283,
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- Final estimate: PPL = 8.7283 +/- 0.02196
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[q2_K](https://huggingface.co/TeeZee/DarkForest-20B-v2.0-GGUF-iMat/resolve/main/DarkForest-20B-v2.0.q2_K_imatrix.gguf?download=true):
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- [5521]9.2445
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- Final estimate: PPL = 9.2445 +/- 0.02351
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[IQ2_XS](https://huggingface.co/TeeZee/DarkForest-20B-v2.0-GGUF-iMat/resolve/main/DarkForest-20B-v2.0.IQ2_XS_imatrix.gguf?download=true):
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- [5521]9.8329,
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- Final estimate: PPL = 9.8329 +/- 0.02452
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[IQ2_XSS](https://huggingface.co/TeeZee/DarkForest-20B-v2.0-GGUF-iMat/resolve/main/DarkForest-20B-v2.0.IQ2_XXS_imatrix.gguf?download=true):
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- [5521]10.5170,
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- Final estimate: PPL = 10.5170 +/- 0.02651
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[IQ1_S](https://huggingface.co/TeeZee/DarkForest-20B-v2.0-GGUF-iMat/resolve/main/DarkForest-20B-v2.0.IQ1_S_imatrix.gguf?download=true):
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- [5521]13.9487,
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- Final estimate: PPL = 13.9487 +/- 0.03502 - UNUSABLE, model is too small to be coherent in 1 bit.
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All comments are greatly appreciated, download, test and if you appreciate my work, consider buying me my fuel:
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<a href="https://www.buymeacoffee.com/TeeZee" target="_blank"><img src="https://cdn.buymeacoffee.com/buttons/v2/default-yellow.png" alt="Buy Me A Coffee" style="height: 60px !important;width: 217px !important;" ></a>
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