Alternatives and similar repositories for LLM-Drop

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

• mengxiayu / LLMSuperWeight
  Code for studying the super weight in LLM
  ☆120Updated 10 months ago
• locuslab / massive-activations
  Code accompanying the paper "Massive Activations in Large Language Models"
  ☆184Updated last year
• astramind-ai / Mixture-of-depths
  Unofficial implementation for the paper "Mixture-of-Depths: Dynamically allocating compute in transformer-based language models"
  ☆174Updated last year
• jongwooko / distillm
  Official PyTorch implementation of DistiLLM: Towards Streamlined Distillation for Large Language Models (ICML 2024)
  ☆234Updated 7 months ago
• facebookresearch / LayerSkip
  Code for "LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding", ACL 2024
  ☆344Updated 5 months ago
• yxli2123 / LoftQ
  ☆231Updated last year
• FasterDecoding / BitDelta
  ☆202Updated 10 months ago
• nbasyl / DoRA
  Official implementation of "DoRA: Weight-Decomposed Low-Rank Adaptation"
  ☆124Updated last year
• Cohere-Labs-Community / parameter-efficient-moe
  ☆271Updated last year
• llm-merging / LLM-Merging
  LLM-Merging: Building LLMs Efficiently through Merging
  ☆204Updated last year
• prateeky2806 / ties-merging
  ☆194Updated last year
• wuhy68 / Parameter-Efficient-MoE
  Parameter-Efficient Sparsity Crafting From Dense to Mixture-of-Experts for Instruction Tuning on General Tasks (EMNLP'24)
  ☆147Updated last year
• microsoft / rho
  Repo for Rho-1: Token-level Data Selection & Selective Pretraining of LLMs.
  ☆439Updated last year
• HanGuo97 / lq-lora
  ☆127Updated last year
• nikhilgsh / loraplus
  ☆228Updated last year
• CASE-Lab-UMD / Unified-MoE-Compression
  The official implementation of the paper "Towards Efficient Mixture of Experts: A Holistic Study of Compression Techniques (TMLR)".
  ☆79Updated 7 months ago
• melisa-writer / short-transformers
  Prune transformer layers
  ☆69Updated last year
• NVlabs / Minitron
  A family of compressed models obtained via pruning and knowledge distillation
  ☆354Updated 11 months ago
• jeffreysijuntan / lloco
  The official repo for "LLoCo: Learning Long Contexts Offline"
  ☆117Updated last year
• SalesforceAIResearch / GemFilter
  ☆85Updated 9 months ago
• VITA-Group / WeLore
  From GaLore to WeLore: How Low-Rank Weights Non-uniformly Emerge from Low-Rank Gradients. Ajay Jaiswal, Lu Yin, Zhenyu Zhang, Shiwei Liu,…
  ☆51Updated 6 months ago
• lucidrains / coconut-pytorch
  Implementation of 🥥 Coconut, Chain of Continuous Thought, in Pytorch
  ☆179Updated 4 months ago
• Mohammadjafari80 / GSM8K-RLVR
  A simplified implementation for experimenting with RLVR on GSM8K, This repository provides a starting point for exploring reasoning.
  ☆136Updated 8 months ago
• lucidrains / speculative-decoding
  Explorations into some recent techniques surrounding speculative decoding
  ☆288Updated 10 months ago
• itsnamgyu / block-transformer
  Block Transformer: Global-to-Local Language Modeling for Fast Inference (NeurIPS 2024)
  ☆162Updated 6 months ago
• NVlabs / hymba
  ☆201Updated 10 months ago
• UNITES-Lab / MC-SMoE
  [ICLR‘24 Spotlight] Code for the paper "Merge, Then Compress: Demystify Efficient SMoE with Hints from Its Routing Policy"
  ☆96Updated 4 months ago
• kyegomez / Mixture-of-Depths
  Implementation of the paper: "Mixture-of-Depths: Dynamically allocating compute in transformer-based language models"
  ☆108Updated this week
• TianjinYellow / EdgeDeviceLLMCompetition-Starting-Kit
  ☆43Updated 11 months ago
• kamanphoebe / Look-into-MoEs
  [NAACL 2025] A Closer Look into Mixture-of-Experts in Large Language Models
  ☆55Updated 8 months ago