Alternatives and similar repositories for SVD-LLM

Users that are interested in SVD-LLM are comparing it to the libraries listed below

• bytedance / ABQ-LLM
  An acceleration library that supports arbitrary bit-width combinatorial quantization operations
  ☆224Updated 8 months ago
• Zefan-Cai / KVCache-Factory
  Unified KV Cache Compression Methods for Auto-Regressive Models
  ☆1,147Updated 5 months ago
• Infini-AI-Lab / TriForce
  [COLM 2024] TriForce: Lossless Acceleration of Long Sequence Generation with Hierarchical Speculative Decoding
  ☆256Updated 9 months ago
• Qcompiler / vllm-mixed-precision
  Support mixed-precsion inference with vllm
  ☆84Updated 5 months ago
• ByteDance-Seed / ShadowKV
  [ICML 2025 Spotlight] ShadowKV: KV Cache in Shadows for High-Throughput Long-Context LLM Inference
  ☆203Updated last month
• zhuhanqing / APOLLO
  APOLLO: SGD-like Memory, AdamW-level Performance
  ☆238Updated last month
• Qcompiler / MIXQ
  MIXQ: Taming Dynamic Outliers in Mixed-Precision Quantization by Online Prediction
  ☆90Updated 7 months ago
• jordddan / Pruning-LLMs
  The framework to prune LLMs to any size and any config.
  ☆93Updated last year
• LZY-the-boys / Twin-Merging
  [NeurIPS2024] Twin-Merging: Dynamic Integration of Modular Expertise in Model Merging
  ☆136Updated 3 months ago
• RLHFlow / Online-DPO-R1
  Codebase for Iterative DPO Using Rule-based Rewards
  ☆247Updated 2 months ago
• GreenBitAI / green-bit-llm
  A toolkit for fine-tuning, inferencing, and evaluating GreenBitAI's LLMs.
  ☆185Updated 2 weeks ago
• Qcompiler / MixQ_Tensorrt_LLM
  Mixed precision inference by Tensorrt-LLM
  ☆80Updated 8 months ago
• xinghaow99 / BitStack
  [ICLR 2025] BitStack: Any-Size Compression of Large Language Models in Variable Memory Environments
  ☆36Updated 4 months ago
• hahnyuan / ASVD4LLM
  Activation-aware Singular Value Decomposition for Compressing Large Language Models
  ☆71Updated 8 months ago
• Ledzy / BAdam
  [NeurIPS 2024] BAdam: A Memory Efficient Full Parameter Optimization Method for Large Language Models
  ☆259Updated 3 months ago
• ChenmienTan / RL2
  ☆76Updated this week
• clevercool / TileSparsity
  ☆106Updated 4 years ago
• henryzhongsc / longctx_bench
  Official implementation for Yuan & Liu & Zhong et al., KV Cache Compression, But What Must We Give in Return? A Comprehensive Benchmark o…
  ☆79Updated 3 months ago
• uclaml / SPPO
  The official implementation of Self-Play Preference Optimization (SPPO)
  ☆566Updated 5 months ago
• Qihoo360 / 360-LLaMA-Factory
  adds Sequence Parallelism into LLaMA-Factory
  ☆518Updated last week
• clevercool / SQuant
  SQuant [ICLR22]
  ☆131Updated 2 years ago
• KodCode-AI / kodcode
  ✨ A synthetic dataset generation framework that produces diverse coding questions and verifiable solutions - all in one framwork
  ☆231Updated 2 weeks ago
• mutonix / pyramidinfer
  ☆42Updated 7 months ago
• liyunqianggyn / Awesome-LLMs-Pruning
  Awesome LLM pruning papers all-in-one repository with integrating all useful resources and insights.
  ☆91Updated 6 months ago
• Ablustrund / MPLSandbox
  MPLSandbox is an out-of-the-box multi-programming language sandbox designed to provide unified and comprehensive feedback from compiler a…
  ☆178Updated 2 months ago
• FanbinLu / STEVE-R1
  R1-like Computer-use Agent
  ☆74Updated 3 months ago
• UNITES-Lab / MC-SMoE
  [ICLR 2024 Spotlight] Code for the paper "Merge, Then Compress: Demystify Efficient SMoE with Hints from Its Routing Policy"
  ☆85Updated last year
• RLHFlow / Minimal-RL
  ☆208Updated last month
• shadowpa0327 / Palu
  [ICLR 2025] Palu: Compressing KV-Cache with Low-Rank Projection
  ☆122Updated 4 months ago
• FasterDecoding / SnapKV
  ☆256Updated last year