Alternatives and similar repositories for Compact-Language-Models-via-Pruning-and-Knowledge-Distillation

Users that are interested in Compact-Language-Models-via-Pruning-and-Knowledge-Distillation are comparing it to the libraries listed below

• samchaineau / llm_slerp_generation
  Repo hosting codes and materials related to speeding LLMs' inference using token merging.
  ☆36Updated last year
• melisa-writer / short-transformers
  Prune transformer layers
  ☆69Updated 11 months ago
• thepowerfuldeez / OLMo
  My fork os allen AI's OLMo for educational purposes.
  ☆30Updated 5 months ago
• TRI-ML / linear_open_lm
  A repository for research on medium sized language models.
  ☆76Updated 11 months ago
• HanGuo97 / lq-lora
  ☆125Updated last year
• Infini-AI-Lab / S2FT
  ☆17Updated 4 months ago
• jiwonsong-dev / SLEB
  Official Implementation of SLEB: Streamlining LLMs through Redundancy Verification and Elimination of Transformer Blocks
  ☆37Updated 3 months ago
• NathanGodey / qfilters
  Repository for the Q-Filters method (https://arxiv.org/pdf/2503.02812)
  ☆30Updated 2 months ago
• arcee-ai / DAM
  ☆48Updated 6 months ago
• sramshetty / ShortGPT
  Unofficial implementations of block/layer-wise pruning methods for LLMs.
  ☆68Updated last year
• mengxiayu / LLMSuperWeight
  Code for studying the super weight in LLM
  ☆100Updated 5 months ago
• jeffreysijuntan / lloco
  The official repo for "LLoCo: Learning Long Contexts Offline"
  ☆116Updated 11 months ago
• bespokelabsai / verifiers
  Verifiers for LLM Reinforcement Learning
  ☆50Updated last month
• hetailang / SqueezeAttention
  ☆37Updated 7 months ago
• wuhy68 / Parameter-Efficient-MoE
  Parameter-Efficient Sparsity Crafting From Dense to Mixture-of-Experts for Instruction Tuning on General Tasks
  ☆143Updated 7 months ago
• fangyuan-ksgk / Tiny-GRPO
  minimal GRPO implementation from scratch
  ☆90Updated 2 months ago
• kyleliang919 / Online-Subspace-Descent
  This repo is based on https://github.com/jiaweizzhao/GaLore
  ☆27Updated 7 months ago
• sanyalsunny111 / LLM-Inheritune
  This is the official repository for Inheritune.
  ☆111Updated 3 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,…
  ☆47Updated 3 weeks ago
• sail-sg / SkyLadder
  The official repository for SkyLadder: Better and Faster Pretraining via Context Window Scheduling
  ☆29Updated last month
• spcl / x1
  Official Implementation of "Reasoning Language Models: A Blueprint"
  ☆60Updated 3 months ago
• UbiquitousLearning / SLM_Survey
  ☆92Updated 7 months ago
• IST-DASLab / RoSA
  Official implementation of the ICML 2024 paper RoSA (Robust Adaptation)
  ☆41Updated last year
• wdlctc / mini-s
  ☆51Updated 6 months ago
• CASE-Lab-UMD / Unified-MoE-Compression
  The official implementation of the paper "Towards Efficient Mixture of Experts: A Holistic Study of Compression Techniques (TMLR)".
  ☆67Updated last month
• RobertCsordas / moeut
  ☆78Updated 8 months ago
• GreenBitAI / green-bit-llm
  A toolkit for fine-tuning, inferencing, and evaluating GreenBitAI's LLMs.
  ☆84Updated 2 months ago
• SalesforceAIResearch / GemFilter
  ☆78Updated 4 months ago
• lfsszd / CS-Drafting
  Cascade Speculative Drafting
  ☆29Updated last year
• jlamprou / Infini-Attention
  Efficient Infinite Context Transformers with Infini-attention Pytorch Implementation + QwenMoE Implementation + Training Script + 1M cont…
  ☆82Updated last year