Alternatives and similar repositories for LLM-Streamline:

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

• SempraETY / Pruning-via-Merging
  ☆17Updated 4 months ago
• yangyifei729 / LaCo
  Official implementation for LaCo (EMNLP 2024 Findings)
  ☆15Updated 5 months ago
• hemingkx / TokenSkip
  TokenSkip: Controllable Chain-of-Thought Compression in LLMs
  ☆98Updated 2 weeks ago
• MrGGLS / BlockPruner
  A block pruning framework for LLMs.
  ☆19Updated 9 months ago
• ROIM1998 / APT
  [ICML'24 Oral] APT: Adaptive Pruning and Tuning Pretrained Language Models for Efficient Training and Inference
  ☆33Updated 9 months ago
• mutonix / pyramidinfer
  ☆39Updated 4 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
• lliai / Awesome-LoRA-Low-Rank-Adaptation
  Awesome-Low-Rank-Adaptation
  ☆83Updated 5 months ago
• aim-uofa / LoRAPrune
  ☆48Updated 3 months ago
• hemingkx / SWIFT
  [ICLR 2025] SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration
  ☆44Updated last month
• 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
• UtkarshSaxena1 / EigenAttn
  ☆11Updated 5 months ago
• horseee / CoT-Valve
  CoT-Valve: Length-Compressible Chain-of-Thought Tuning
  ☆55Updated last month
• CASIA-IVA-Lab / FLAP
  [AAAI 2024] Fluctuation-based Adaptive Structured Pruning for Large Language Models
  ☆44Updated last year
• hdong920 / LESS
  ☆49Updated 10 months ago
• jiwonsong-dev / SLEB
  Official Implementation of SLEB: Streamlining LLMs through Redundancy Verification and Elimination of Transformer Blocks
  ☆35Updated last month
• Osilly / dynamic_llava
  [ICLR 2025] The official pytorch implement of "Dynamic-LLaVA: Efficient Multimodal Large Language Models via Dynamic Vision-language Cont…
  ☆26Updated 3 months ago
• liyunqianggyn / Awesome-LLMs-Pruning
  Awesome LLM pruning papers all-in-one repository with integrating all useful resources and insights.
  ☆76Updated 3 months ago
• IST-DASLab / EvoPress
  ☆20Updated last month
• BaiTheBest / SparseLLM
  Official Repo for SparseLLM: Global Pruning of LLMs (NeurIPS 2024)
  ☆52Updated last month
• ArminAzizi98 / LaMDA
  ☆13Updated 4 months ago
• hahnyuan / ASVD4LLM
  Activation-aware Singular Value Decomposition for Compressing Large Language Models
  ☆59Updated 5 months ago
• harveyhuang18 / EMR_Merging
  [NeurIPS 2024 Spotlight] EMR-Merging: Tuning-Free High-Performance Model Merging
  ☆52Updated 3 weeks ago
• FFY0 / AdaKV
  The Official Implementation of Ada-KV: Optimizing KV Cache Eviction by Adaptive Budget Allocation for Efficient LLM Inference
  ☆67Updated 2 months ago
• pprp / Awesome-LLM-Prune
  Awesome list for LLM pruning.
  ☆214Updated 3 months ago
• GATECH-EIC / ACT
  [ICML 2024] Unveiling and Harnessing Hidden Attention Sinks: Enhancing Large Language Models without Training through Attention Calibrati…
  ☆33Updated 8 months ago
• yule-BUAA / MergeLLM
  Codes for Merging Large Language Models
  ☆29Updated 7 months ago
• EIT-NLP / Awesome-Latent-CoT
  This repository contains a regularly updated paper list for LLMs-reasoning-in-latent-space.
  ☆65Updated this week
• luuyin / OWL
  Official Pytorch Implementation of "Outlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity"
  ☆59Updated 9 months ago
• ylsung / ECoFLaP
  Code for "ECoFLaP: Efficient Coarse-to-Fine Layer-Wise Pruning for Vision-Language Models" (ICLR 2024)
  ☆19Updated last year