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| https://github.com/ostarev/BitNet#bitnetcpp |
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| https://huggingface.co/microsoft/BitNet-b1.58-2B-4T |
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| https://github.com/ostarev/BitNet/blob/main/assets/performance.png |
| https://github.com/ostarev/BitNet#demo |
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| BitNet Official GPU inference kernel | https://github.com/microsoft/BitNet/blob/main/gpu/README.md |
| BitNet Official 2B Parameter Model on Hugging Face | https://huggingface.co/microsoft/BitNet-b1.58-2B-4T |
| Bitnet.cpp: Efficient Edge Inference for Ternary LLMs | https://arxiv.org/abs/2502.11880 |
| BitNet a4.8: 4-bit Activations for 1-bit LLMs | https://arxiv.org/abs/2411.04965 |
| 1-bit AI Infra: Part 1.1, Fast and Lossless BitNet b1.58 Inference on CPUs | https://arxiv.org/abs/2410.16144 |
| The-Era-of-1-bit-LLMs__Training_Tips_Code_FAQ | https://github.com/microsoft/unilm/blob/master/bitnet/The-Era-of-1-bit-LLMs__Training_Tips_Code_FAQ.pdf |
| The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits | https://arxiv.org/abs/2402.17764 |
| BitNet: Scaling 1-bit Transformers for Large Language Models | https://arxiv.org/abs/2310.11453 |
| https://github.com/ostarev/BitNet#acknowledgements |
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| https://github.com/ostarev/BitNet#official-models |
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| https://github.com/ostarev/BitNet#supported-models |
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| https://github.com/ostarev/BitNet#installation |
| https://github.com/ostarev/BitNet#requirements |
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| https://github.com/ostarev/BitNet#build-from-source |
| https://github.com/ostarev/BitNet#usage |
| https://github.com/ostarev/BitNet#basic-usage |
| https://github.com/ostarev/BitNet#benchmark |
| https://github.com/ostarev/BitNet#convert-from-safetensors-checkpoints |
| https://github.com/ostarev/BitNet#faq-frequently-asked-questions |
| https://github.com/ostarev/BitNet#q1-the-build-dies-with-errors-building-llamacpp-due-to-issues-with-stdchrono-in-logcpp |
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| discussion | https://github.com/abetlen/llama-cpp-python/issues/1942 |
| https://github.com/ostarev/BitNet#q2-how-to-build-with-clang-in-conda-environment-on-windows |
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