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Breaking the 1.58-bit Barrier for Ternary LLMs with BITCOS

A research paper proposes BITCOS, achieving 1.485 bits/weight in ternary LLMs by exploiting weight distribution skew ...

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Qwen3.8 27B Quantization Benchmark: 4-bit vs 1-bit

Detailed benchmark results reveal performance changes in Qwen3.8 27B quantizations, showing high performance down to ...