Alternatives and similar repositories for BlockPruner:

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

• SempraETY / Pruning-via-Merging
  ☆17Updated 4 months ago
• hemingkx / TokenSkip
  TokenSkip: Controllable Chain-of-Thought Compression in LLMs
  ☆103Updated 3 weeks ago
• yangyifei729 / LaCo
  Official implementation for LaCo (EMNLP 2024 Findings)
  ☆16Updated 6 months ago
• harveyhuang18 / EMR_Merging
  [NeurIPS 2024 Spotlight] EMR-Merging: Tuning-Free High-Performance Model Merging
  ☆53Updated last month
• 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
• aim-uofa / LoRAPrune
  ☆48Updated 3 months ago
• FeiyuZhang98 / IncreLoRA
  ☆31Updated last year
• yxli2123 / LoSparse
  ☆50Updated last year
• horseee / CoT-Valve
  CoT-Valve: Length-Compressible Chain-of-Thought Tuning
  ☆56Updated last month
• wzhuang-xmu / LoSA
  [ICLR 2025] The official pytorch implement of "Dynamic Low-Rank Sparse Adaptation for Large Language Models".
  ☆13Updated 2 weeks ago
• GATECH-EIC / ACT
  [ICML 2024] Unveiling and Harnessing Hidden Attention Sinks: Enhancing Large Language Models without Training through Attention Calibrati…
  ☆33Updated 9 months ago
• ylsung / ECoFLaP
  Code for "ECoFLaP: Efficient Coarse-to-Fine Layer-Wise Pruning for Vision-Language Models" (ICLR 2024)
  ☆19Updated last year
• hemingkx / SWIFT
  [ICLR 2025] SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration
  ☆45Updated last month
• EnnengYang / AdaMerging
  AdaMerging: Adaptive Model Merging for Multi-Task Learning. ICLR, 2024.
  ☆72Updated 5 months ago
• ROIM1998 / APT
  [ICML'24 Oral] APT: Adaptive Pruning and Tuning Pretrained Language Models for Efficient Training and Inference
  ☆33Updated 9 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"
  ☆77Updated 9 months ago
• mrflogs / LoRA-Pro
  Official code for our paper, "LoRA-Pro: Are Low-Rank Adapters Properly Optimized? "
  ☆108Updated 3 weeks ago
• declare-lab / della
  DELLA-Merging: Reducing Interference in Model Merging through Magnitude-Based Sampling
  ☆29Updated 8 months ago
• nik-dim / tall_masks
  Official repository of "Localizing Task Information for Improved Model Merging and Compression" [ICML 2024]
  ☆42Updated 5 months ago
• RUCKBReasoning / LLM-Streamline
  Official implementation of the ICLR paper "Streamlining Redundant Layers to Compress Large Language Models"
  ☆14Updated 3 weeks ago
• GeniusHTX / TALE
  ☆82Updated 2 weeks ago
• DavidFanzz / SCMoE
  ☆20Updated 10 months ago
• BaiTheBest / SparseLLM
  Official Repo for SparseLLM: Global Pruning of LLMs (NeurIPS 2024)
  ☆52Updated last week
• osehmathias / lisa
  LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning
  ☆29Updated 11 months ago
• EnnengYang / RepresentationSurgery
  Representation Surgery for Multi-Task Model Merging. ICML, 2024.
  ☆42Updated 5 months ago
• ycjing / Awesome-Model-Merging
  A curated list of Model Merging methods.
  ☆91Updated 6 months ago
• cliang1453 / task-aware-distillation
  Less is More: Task-aware Layer-wise Distillation for Language Model Compression (ICML2023)
  ☆34Updated last year
• sramshetty / ShortGPT
  Unofficial implementations of block/layer-wise pruning methods for LLMs.
  ☆66Updated 11 months ago
• mutonix / pyramidinfer
  ☆39Updated 4 months ago
• raymin0223 / fast_robust_early_exit
  Fast and Robust Early-Exiting Framework for Autoregressive Language Models with Synchronized Parallel Decoding (EMNLP 2023 Long)
  ☆57Updated 6 months ago