Alternatives and similar repositories for ApiQ:

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

• sramshetty / ShortGPT
  Unofficial implementations of block/layer-wise pruning methods for LLMs.
  ☆64Updated 10 months ago
• hahnyuan / ASVD4LLM
  Activation-aware Singular Value Decomposition for Compressing Large Language Models
  ☆59Updated 5 months ago
• abdelfattah-lab / TokenButler
  ☆18Updated last week
• ArminAzizi98 / LaMDA
  ☆13Updated 4 months ago
• 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
• ldery / Bonsai
  Code for "Everybody Prune Now: Structured Pruning of LLMs with only Forward Passes"
  ☆27Updated 11 months ago
• dongwonjo / FastKV
  Official Implementation of FastKV: KV Cache Compression for Fast Long-Context Processing with Token-Selective Propagation
  ☆15Updated last month
• pprp / Pruner-Zero
  Pruner-Zero: Evolving Symbolic Pruning Metric from scratch for LLMs
  ☆80Updated 4 months ago
• hdong920 / GRIFFIN
  ☆36Updated 7 months ago
• jiwonsong-dev / SLEB
  Official Implementation of SLEB: Streamlining LLMs through Redundancy Verification and Elimination of Transformer Blocks
  ☆35Updated last month
• BaiTheBest / SparseLLM
  Official Repo for SparseLLM: Global Pruning of LLMs (NeurIPS 2024)
  ☆52Updated last month
• sramshetty / mixture-of-depths
  An unofficial implementation of "Mixture-of-Depths: Dynamically allocating compute in transformer-based language models"
  ☆34Updated 9 months ago
• Lucky-Lance / Expert_Sparsity
  [ACL 2024] Not All Experts are Equal: Efficient Expert Pruning and Skipping for Mixture-of-Experts Large Language Models
  ☆85Updated 10 months ago
• OpenSparseLLMs / Linear-MoE
  ☆70Updated 2 weeks ago
• zhangsichengsjtu / AFPQ
  AFPQ code implementation
  ☆20Updated last year
• ScalingIntelligence / CATS
  ☆24Updated 4 months ago
• SqueezeAILab / SqueezedAttention
  SQUEEZED ATTENTION: Accelerating Long Prompt LLM Inference
  ☆45Updated 4 months ago
• facebookresearch / ParetoQ
  This repository contains the training code of ParetoQ introduced in our work "ParetoQ Scaling Laws in Extremely Low-bit LLM Quantization"
  ☆37Updated 3 weeks ago
• FasterDecoding / TEAL
  ☆118Updated last month
• CASIA-IVA-Lab / FLAP
  [AAAI 2024] Fluctuation-based Adaptive Structured Pruning for Large Language Models
  ☆44Updated last year
• Qualcomm-AI-research / lr-qat
  ☆36Updated 4 months ago
• hemingkx / TokenSkip
  TokenSkip: Controllable Chain-of-Thought Compression in LLMs
  ☆98Updated 2 weeks ago
• Jikai0Wang / proj254
  ☆22Updated last 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
• Zanette-Labs / SpeculativeRejection
  [NeurIPS 2024] Fast Best-of-N Decoding via Speculative Rejection
  ☆40Updated 4 months ago
• kyegomez / Mixture-of-Depths
  Implementation of the paper: "Mixture-of-Depths: Dynamically allocating compute in transformer-based language models"
  ☆86Updated 2 weeks ago
• IST-DASLab / RoSA
  Official implementation of the ICML 2024 paper RoSA (Robust Adaptation)
  ☆39Updated last year
• hdong920 / LESS
  ☆49Updated 10 months ago
• IST-DASLab / QuEST
  Work in progress.
  ☆50Updated last week
• OpenSparseLLMs / Linearization
  ☆36Updated last week