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llm quantization

4 papers

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Co-occurring keywords · papers mentioning both

model compression (4) large language model (2) weight quantization (2) model quantization (2) post-training quantization (2) weight-only quantization (1) int4 quantization (1) fp8 quantization (1) int8 quantization (1) language model quantization (1)

Papers

BTC-LLM: Efficient Sub-1-Bit LLM Quantization via Learnable Transformation and Binary Codebook ACL 2026 “Give Me BF16 or Give Me Death”? Accuracy-Performance Trade-Offs in LLM Quantization ACL 2025 Optimize Weight Rounding via Signed Gradient Descent for the Quantization of LLMs EMNLP 2024 VPTQ: Extreme Low-bit Vector Post-Training Quantization for Large Language Models EMNLP 2024