Alternatives and similar repositories for LaCo:

Users that are interested in LaCo are comparing it to the libraries listed below

• RUCKBReasoning / LLM-Streamline
  Official implementation of the ICLR paper "Streamlining Redundant Layers to Compress Large Language Models"
  ☆10Updated 3 weeks ago
• SempraETY / Pruning-via-Merging
  ☆17Updated 4 months ago
• MrGGLS / BlockPruner
  A block pruning framework for LLMs.
  ☆19Updated 9 months ago
• CASIA-IVA-Lab / FLAP
  [AAAI 2024] Fluctuation-based Adaptive Structured Pruning for Large Language Models
  ☆44Updated last year
• BaiTheBest / SparseLLM
  Official Repo for SparseLLM: Global Pruning of LLMs (NeurIPS 2024)
  ☆52Updated last month
• hemingkx / TokenSkip
  TokenSkip: Controllable Chain-of-Thought Compression in LLMs
  ☆98Updated 2 weeks ago
• aim-uofa / LoRAPrune
  ☆48Updated 3 months ago
• zyxxmu / DSnoT
  Official Pytorch Implementation of Our Paper Accepted at ICLR 2024-- Dynamic Sparse No Training: Training-Free Fine-tuning for Sparse LLM…
  ☆45Updated 11 months ago
• yxli2123 / LoSparse
  ☆50Updated last year
• jiwonsong-dev / SLEB
  Official Implementation of SLEB: Streamlining LLMs through Redundancy Verification and Elimination of Transformer Blocks
  ☆35Updated last month
• hemingkx / SWIFT
  [ICLR 2025] SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration
  ☆44Updated last month
• sramshetty / ShortGPT
  Unofficial implementations of block/layer-wise pruning methods for LLMs.
  ☆64Updated 10 months ago
• ruikangliu / IntactKV
  Official PyTorch implementation of IntactKV: Improving Large Language Model Quantization by Keeping Pivot Tokens Intact
  ☆43Updated 10 months ago
• ROIM1998 / APT
  [ICML'24 Oral] APT: Adaptive Pruning and Tuning Pretrained Language Models for Efficient Training and Inference
  ☆33Updated 9 months ago
• ArminAzizi98 / LaMDA
  ☆13Updated 4 months ago
• mutonix / pyramidinfer
  ☆39Updated 4 months ago
• Hsu1023 / DuQuant
  [NeurIPS 2024 Oral🔥] DuQuant: Distributing Outliers via Dual Transformation Makes Stronger Quantized LLMs.
  ☆149Updated 5 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"
  ☆75Updated 9 months ago
• liyunqianggyn / Awesome-LLMs-Pruning
  Awesome LLM pruning papers all-in-one repository with integrating all useful resources and insights.
  ☆77Updated 3 months ago
• ylsung / ECoFLaP
  Code for "ECoFLaP: Efficient Coarse-to-Fine Layer-Wise Pruning for Vision-Language Models" (ICLR 2024)
  ☆19Updated last year
• htqin / IR-QLoRA
  [ICML 2024 Oral] This project is the official implementation of our Accurate LoRA-Finetuning Quantization of LLMs via Information Retenti…
  ☆63Updated 11 months ago
• IST-DASLab / EvoPress
  ☆20Updated last month
• hdong920 / LESS
  ☆49Updated 10 months ago
• lliai / Awesome-LoRA-Low-Rank-Adaptation
  Awesome-Low-Rank-Adaptation
  ☆87Updated 5 months ago
• NonvolatileMemory / GliDe_with_a_CaPE_ICML_24
  official code for GliDe with a CaPE
  ☆13Updated 7 months ago
• biomedical-cybernetics / Relative-importance-and-activation-pruning
  ☆40Updated 9 months ago
• ChasonShi / MELoRA
  code for ACL24 "MELoRA: Mini-Ensemble Low-Rank Adapter for Parameter-Efficient Fine-Tuning"
  ☆19Updated last month
• ClubieDong / QAQ-KVCacheQuantization
  QAQ: Quality Adaptive Quantization for LLM KV Cache
  ☆47Updated last year
• FFY0 / AdaKV
  The Official Implementation of Ada-KV: Optimizing KV Cache Eviction by Adaptive Budget Allocation for Efficient LLM Inference
  ☆67Updated 2 months ago
• Jikai0Wang / proj254
  ☆22Updated last week