Alternatives and similar repositories for rethinking-LLM-pruning

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

• LOG-postech / Sassha
  Official Pytorch code for "SASSHA: Sharpness-aware Adaptive Second-order Optimization With Stable Hessian Approximation"
  ☆14Updated 3 months ago
• LOG-postech / SAM-overparam
  Code for UAI 2025 paper "Critical Influence of Overparameterization on Sharpness-aware Minimization"
  ☆19Updated last month
• LOG-postech / ZIP
  ☆13Updated 3 months ago
• edong6768 / Malet
  🔨 Malet (Machine Learning Experiment Tool) is a tool for efficient machine learning experiment execution, logging, analysis, and plot ma…
  ☆17Updated 2 months ago
• goddoe / simple-r1
  ☆15Updated 2 weeks ago
• ssbin4 / Closer-Intervention-CBM
  ☆24Updated last year
• kimyuji / EvolvingQA_benchmark
  Code and Dataset release of "Carpe Diem: On the Evaluation of World Knowledge in Lifelong Language Models" (NAACL 2024)
  ☆10Updated 8 months ago
• SempraETY / Pruning-via-Merging
  ☆18Updated 7 months ago
• alvin-zyl / CoLA
  Implementation of CoLA: Compute-Efficient Pre-Training of LLMs via Low-Rank Activation
  ☆22Updated 4 months ago
• gortizji / tangent_task_arithmetic
  Source code of "Task arithmetic in the tangent space: Improved editing of pre-trained models".
  ☆102Updated 2 years ago
• joeljang / temporalwiki
  [EMNLP 2022] TemporalWiki: A Lifelong Benchmark for Training and Evaluating Ever-Evolving Language Models
  ☆71Updated last year
• cjyaras / deep-lora-transformers
  Compressible Dynamics in Deep Overparameterized Low-Rank Learning & Adaptation (ICML'24 Oral)
  ☆13Updated 11 months ago
• kaistAI / How-Well-Do-LLMs-Truly-Ground
  ☆10Updated 9 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…
  ☆47Updated last year
• snu-mllab / Bayesian-Red-Teaming
  About Official PyTorch implementation of "Query-Efficient Black-Box Red Teaming via Bayesian Optimization" (ACL'23)
  ☆15Updated last year
• QingruZhang / PLATON
  This pytorch package implements PLATON: Pruning Large Transformer Models with Upper Confidence Bound of Weight Importance (ICML 2022).
  ☆46Updated 2 years ago
• ETRI-XAINLP / KorFactScore
  한국어 생성 문서의 원소 사실 관계에 대한 설명 기술
  ☆17Updated 6 months ago
• joeljang / knowledge-unlearning
  [ACL 2023] Knowledge Unlearning for Mitigating Privacy Risks in Language Models
  ☆81Updated 9 months ago
• joeljang / continual-knowledge-learning
  [ICLR 2022] Towards Continual Knowledge Learning of Language Models
  ☆92Updated 2 years ago
• yxli2123 / LoSparse
  ☆57Updated last year
• raymin0223 / fast_robust_early_exit
  Fast and Robust Early-Exiting Framework for Autoregressive Language Models with Synchronized Parallel Decoding (EMNLP 2023 Long)
  ☆60Updated 9 months ago
• sail-sg / lm-random-memory-access
  ☆14Updated last year
• JingXuTHU / Random-Masking-Finds-Winning-Tickets-for-Parameter-Efficient-Fine-tuning
  ☆13Updated last year
• jiwonsong-dev / SLEB
  Official Implementation of SLEB: Streamlining LLMs through Redundancy Verification and Elimination of Transformer Blocks
  ☆37Updated 4 months ago
• joonkeekim / Instructive-Decoding
  Official repository of "Distort, Distract, Decode: Instruction-Tuned Model Can Refine its Response from Noisy Instructions", ICLR 2024 Sp…
  ☆20Updated last year
• jongwooko / NASH-Pruning-Official
  Code Implementation for "NASH: A Simple Unified Framework of Structured Pruning for Accelerating Encoder-Decoder Language Models" (EMNLP …
  ☆16Updated last year
• MANGA-UOFA / fdistill
  ☆23Updated last year
• mmatena / model_merging
  ☆69Updated 3 years ago
• r-three / mats
  ☆31Updated 11 months ago
• yangyifei729 / LaCo
  Official implementation for LaCo (EMNLP 2024 Findings)
  ☆17Updated 8 months ago