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  This is a GGUF-quantized version of Llama-3.1-8B-Instruct produced with **ByteShape's ShapeLearn**, which learns the optimal datatype per tensor to maintain high quality even at very low bit lengths (the exclusive focus of this release).
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- To learn more about ShapeLearn and to see detailed benchmarks across GPUs, CPUs, and even the Raspberry Pi, please visit our [blog](https://byteshape.com/blogs/Llama-3.1-8B-Instruct/).
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  If you have questions or want to share feedback, reach us on [Reddit](https://www.reddit.com/r/ByteShape/).
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  This is a GGUF-quantized version of Llama-3.1-8B-Instruct produced with **ByteShape's ShapeLearn**, which learns the optimal datatype per tensor to maintain high quality even at very low bit lengths (the exclusive focus of this release).
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+ To learn more about ShapeLearn and to see detailed benchmarks across GPUs, CPUs, and even the Raspberry Pi, please visit our [blog](https://byteshape.com/blogs/Qwen3-4B-I-2507/).
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  If you have questions or want to share feedback, reach us on [Reddit](https://www.reddit.com/r/ByteShape/).
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