TUDa-HWAI / Basis_SharingLinks
☆15Updated 11 months ago
Alternatives and similar repositories for Basis_Sharing
Users that are interested in Basis_Sharing are comparing it to the libraries listed below
Sorting:
- Official implementation for "Pruning Large Language Models with Semi-Structural Adaptive Sparse Training" (AAAI 2025)☆13Updated 2 months ago
- ☆33Updated last month
- Official Implementation of SLEB: Streamlining LLMs through Redundancy Verification and Elimination of Transformer Blocks☆37Updated 7 months ago
- SQUEEZED ATTENTION: Accelerating Long Prompt LLM Inference☆53Updated 10 months ago
- Pytorch implementation of our paper accepted by ICML 2024 -- CaM: Cache Merging for Memory-efficient LLMs Inference☆45Updated last year
- ☆29Updated 10 months ago
- Official implementation for Yuan & Liu & Zhong et al., KV Cache Compression, But What Must We Give in Return? A Comprehensive Benchmark o…☆84Updated 7 months ago
- ☆45Updated 10 months ago
- Activation-aware Singular Value Decomposition for Compressing Large Language Models☆78Updated 11 months ago
- [EMNLP 2024] Quantize LLM to extremely low-bit, and finetune the quantized LLMs☆14Updated last year
- The official implementation of the paper "Towards Efficient Mixture of Experts: A Holistic Study of Compression Techniques (TMLR)".☆75Updated 6 months ago
- ☆10Updated last year
- LLM Inference with Microscaling Format☆31Updated 10 months ago
- Code for "RSQ: Learning from Important Tokens Leads to Better Quantized LLMs"☆19Updated 3 months ago
- ☆20Updated 5 months ago
- ☆29Updated last year
- D^2-MoE: Delta Decompression for MoE-based LLMs Compression☆65Updated 6 months ago
- ☆20Updated 10 months ago
- KV cache compression via sparse coding☆14Updated 4 months ago
- HALO: Hadamard-Assisted Low-Precision Optimization and Training method for finetuning LLMs. 🚀 The official implementation of https://arx…☆20Updated 7 months ago
- An innovative method expediting LLMs via streamlined semi-autoregressive generation and draft verification.☆26Updated 5 months ago
- The official implementation of paper: SimLayerKV: A Simple Framework for Layer-Level KV Cache Reduction.☆49Updated 11 months ago
- [EMNLP 2024] RoLoRA: Fine-tuning Rotated Outlier-free LLMs for Effective Weight-Activation Quantization☆38Updated last year
- The Official Implementation of Ada-KV [NeurIPS 2025]☆95Updated last week
- Official code for the paper "Examining Post-Training Quantization for Mixture-of-Experts: A Benchmark"☆23Updated 2 months ago
- The code for "AttentionPredictor: Temporal Pattern Matters for Efficient LLM Inference", Qingyue Yang, Jie Wang, Xing Li, Zhihai Wang, Ch…☆18Updated 2 months ago
- ☆142Updated 7 months ago
- [ICLR 2025] Palu: Compressing KV-Cache with Low-Rank Projection☆140Updated 7 months ago
- [ICLR‘24 Spotlight] Code for the paper "Merge, Then Compress: Demystify Efficient SMoE with Hints from Its Routing Policy"☆94Updated 3 months ago
- The evaluation framework for training-free sparse attention in LLMs☆96Updated 3 months ago