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    91 repositories

    • llmq

      Public
      Quantized LLM training in pure CUDA/C++.
      cudaquantization-aware-trainingllm-training
      cudaquantization-aware-trainingllm-training
      C++
      •
      Apache License 2.0
      •16•257•0•1•Updated Aug 6, 2026Aug 6, 2026

    • WUSH-mixed-precision

      Public
      Official Repository for "WUSH: Near-Optimal Adaptive Transforms for LLM Quantization" (ICML 2026)
      C++
      •
      Apache License 2.0
      •1•1•0•0•Updated Aug 4, 2026Aug 4, 2026

    • GridSearcher

      Public
      GridSearcher simplifies running grid searches for machine learning projects in Python, emphasizing parallel execution and GPU scheduling without dependencies on…
      Python
      •
      Apache License 2.0
      •0•6•0•0•Updated Jul 27, 2026Jul 27, 2026

    • qutlass

      Public
      QuTLASS: CUTLASS-Powered Quantized BLAS for Deep Learning
      cudablackwellquantization-aware-training
      cudablackwellquantization-aware-trainingpost-training-quantization
      C++
      •
      Apache License 2.0
      •25•199•3•1•Updated Jul 20, 2026Jul 20, 2026

    • GSQ

      Public
      Gumbel-Softmax post-training quantization for LLMs (1–3 bit scalar, INT/GGUF-compatible).
      quantizationpost-training-quantizationllm
      quantizationpost-training-quantizationllmgguf
      Python
      •
      Apache License 2.0
      •5•20•2•1•Updated Jul 11, 2026Jul 11, 2026

    • WUSH

      Public
      Official Repository for "WUSH: Near-Optimal Adaptive Transforms for LLM Quantization" (ICML 2026)
      C++
      •
      Apache License 2.0
      •1•15•1•0•Updated Jun 30, 2026Jun 30, 2026

    • ISTA-DASLab-Optimizers

      Public
      Python
      •
      MIT License
      •0•14•0•0•Updated Jun 16, 2026Jun 16, 2026

    • EvoPress

      Public
      Python
      •
      Apache License 2.0
      •5•44•0•0•Updated Jun 14, 2026Jun 14, 2026

    • po2-kernels

      Public
      Kernels for 2-grid gemv and gemm
      Python
      •0•0•0•0•Updated Jun 14, 2026Jun 14, 2026

    • RCO

      Public
      Implementation for "Model Compression with Exact Budget Constraints via Riemannian Manifolds"
      Python
      •
      Apache License 2.0
      •0•4•0•0•Updated Jun 13, 2026Jun 13, 2026

    • RoSA

      Public
      Official implementation of the ICML 2024 paper RoSA (Robust Adaptation)
      Python
      •
      Apache License 2.0
      •6•46•1•0•Updated May 20, 2026May 20, 2026

    • spops

      Public
      C++
      •
      Apache License 2.0
      •0•8•2•0•Updated May 20, 2026May 20, 2026

    • GridGames

      Public
      Apache License 2.0
      •0•0•1•0•Updated May 11, 2026May 11, 2026

    • MatryoshkaLoRA

      Public
      Python
      •1•2•1•0•Updated May 11, 2026May 11, 2026

    • SLQ

      Public
      Implementation for "Statistically-Lossless Quantization of Large Language Models"
      1•17•1•0•Updated May 4, 2026May 4, 2026

    • Quartet-II

      Public
      Quartet II Official Code
      pytorchquantizationqat
      pytorchquantizationqatllm
      Python
      •10•81•1•1•Updated May 1, 2026May 1, 2026

    • CloverLM

      Public
      🍀 Codebase for CloverLM
      Python
      •
      MIT License
      •0•7•0•1•Updated Apr 26, 2026Apr 26, 2026

    • Trion

      Public
      Code for Trion, a faster implementation of Dion (low-rank Muon) via Dynamic Column Selection based on a fixed projection matrix.
      0•0•0•0•Updated Apr 24, 2026Apr 24, 2026

    • GPTQ-Babai

      Public
      Official Repository for "The Geometry of LLM Quantization: GPTQ as Babai's Nearest Plane Algorithm" (ICLR 2026)
      Python
      •
      MIT License
      •0•10•0•0•Updated Apr 16, 2026Apr 16, 2026

    • nanochat_optimizers

      Public
      The best ChatGPT that $100 can buy.
      Python
      •
      MIT License
      •7.9k•0•0•0•Updated Mar 27, 2026Mar 27, 2026

    • Quartet

      Public
      Jupyter Notebook
      •
      MIT License
      •16•128•2•3•Updated Mar 18, 2026Mar 18, 2026

    • ant

      Public
      🐜 Research-friendly Deep Learning framework
      Python
      •
      MIT License
      •1•0•0•0•Updated Mar 3, 2026Mar 3, 2026

    • FP-Quant

      Public
      Python
      •20•118•13•3•Updated Feb 26, 2026Feb 26, 2026

    • DASH

      Public
      Code for DASH, a faster alternative to Distributed Shampoo via block stacking.
      Python
      •
      MIT License
      •0•10•1•0•Updated Feb 18, 2026Feb 18, 2026

    • MatGPTQ

      Public
      Code for MatGPTQ: Accurate and Efficient Post-Training Matryoshka Quantization
      Python
      •
      MIT License
      •3•23•2•0•Updated Feb 18, 2026Feb 18, 2026

    • PanzaMail

      Public
      Python
      •
      Apache License 2.0
      •23•303•4•7•Updated Feb 15, 2026Feb 15, 2026

    • DASH_DistributedShampoo

      Public
      This repository contains a fork of DistributedShampoo for the DASH project.
      Python
      •
      Other
      •0•0•0•0•Updated Feb 10, 2026Feb 10, 2026

    • ISTA-DASLab-Optimizers-CUDA

      Public
      This repository contains the code for CUDA kernels that support `ISTA-DASLab-Optimizers` project
      Cuda
      •
      MIT License
      •0•0•0•0•Updated Feb 5, 2026Feb 5, 2026

    • behemoth

      Public
      Library for creating synthetic tabular data and converting it to sentences, for training models.
      Python
      •
      Apache License 2.0
      •0•2•0•0•Updated Feb 2, 2026Feb 2, 2026

    • local_platinum_bench

      Public
      This repo allows you to run Platinum Bench evals via vLLM.
      Python
      •
      Creative Commons Attribution 4.0 International
      •0•0•0•1•Updated Dec 19, 2025Dec 19, 2025
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