HALO: Hadamard-Assisted Low-Precision Optimization and Training method for finetuning LLMs. π The official implementation of https://arxiv.org/abs/2501.02625
β32Feb 17, 2025Updated last year
Alternatives and similar repositories for HALO
Users that are interested in HALO are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- High Performance FP8 GEMM Kernels for SM89 and later GPUs.β21Jan 24, 2025Updated last year
- A fork of the PEFT library, supporting Robust Adaptation (RoSA)β15Aug 16, 2024Updated 2 years ago
- High Performance Int8 GEMM Kernels for SM80 and later GPUs.β24Mar 11, 2025Updated last year
- β16Sep 27, 2023Updated 2 years ago
- Activation-aware Singular Value Decomposition for Compressing Large Language Modelsβ92Oct 22, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer β’ AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- β129Mar 18, 2026Updated 6 months ago
- β64Jul 21, 2024Updated 2 years ago
- β30Jul 22, 2024Updated 2 years ago
- β122Feb 26, 2026Updated 6 months ago
- Pytorch code for paper QA-LoRA: Quantization-Aware Low-Rank Adaptation of Large Language Modelsβ25Sep 27, 2023Updated 2 years ago
- Github Repo for OATS: Outlier-Aware Pruning through Sparse and Low Rank Decompositionβ20Apr 16, 2025Updated last year
- [COLM 2025] Official PyTorch implementation of "Quantization Hurts Reasoning? An Empirical Study on Quantized Reasoning Models"β77Jul 8, 2025Updated last year
- [ICML 2025] Official PyTorch implementation of "FlatQuant: Flatness Matters for LLM Quantization"β228Nov 25, 2025Updated 9 months ago
- [EMNLP 2025] AMQ: Enabling AutoML for Mixed-precision Weight-Only Quantization of Large Language Modelsβ18Apr 29, 2026Updated 4 months ago
- Simple, predictable pricing with DigitalOcean hosting β’ AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Gumbel-Softmax post-training quantization for LLMs (1β3 bit scalar, INT/GGUF-compatible).β61Jul 11, 2026Updated 2 months ago
- β25Oct 31, 2024Updated last year
- β14May 4, 2026Updated 4 months ago
- This repository contains code for the MicroAdam paper.β21Dec 14, 2024Updated last year
- Repository for the QUIK project, enabling the use of 4bit kernels for generative inference - EMNLP 2024β185Apr 16, 2024Updated 2 years ago
- A compiler for decaf programming language written in python using Lark. Target language is MIPS.β12Aug 10, 2020Updated 6 years ago
- [NeurIPS 2025 (spotlight)] HBLLM: Wavelet-Enhanced High-Fidelity 1-Bit Quantization for LLMsβ16Dec 17, 2025Updated 9 months ago
- [TMLR] Official PyTorch implementation of paper "Efficient Quantization-aware Training with Adaptive Coreset Selection"β39Aug 20, 2024Updated 2 years ago
- β53May 20, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient β’ AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Pytorch implementation of "Oscillation-Reduced MXFP4 Training for Vision Transformers" on DeiT Model Pre-trainingβ41May 4, 2026Updated 4 months ago
- Akkaskhooneh is a social media application which provides some features of Instagram and some features of Pinterest.β12Nov 14, 2018Updated 7 years ago
- [HPCA 2026] A GPU-optimized system for efficient long-context LLMs decoding with low-bit KV cache.β101May 14, 2026Updated 4 months ago
- β158Jun 22, 2023Updated 3 years ago
- β35Dec 22, 2025Updated 8 months ago
- AFPQ code implementationβ23Nov 6, 2023Updated 2 years ago
- Quantized Side Tuning: Fast and Memory-Efficient Tuning of Quantized Large Language Modelsβ49Nov 5, 2024Updated last year
- QuTLASS: CUTLASS-Powered Quantized BLAS for Deep Learningβ203Sep 2, 2026Updated 2 weeks ago
- Code repo for the paper "SpinQuant LLM quantization with learned rotations"β430Feb 14, 2025Updated last year
- AI Agents on DigitalOcean Gradient AI Platform β’ AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Fast Matrix Multiplications for Lookup Table-Quantized LLMsβ395Apr 13, 2025Updated last year
- This repository contains the training code of ParetoQ introduced in our work "ParetoQ Scaling Laws in Extremely Low-bit LLM Quantization"β134Oct 15, 2025Updated 11 months ago
- PB-LLM: Partially Binarized Large Language Modelsβ158Nov 20, 2023Updated 2 years ago
- β55Nov 5, 2024Updated last year
- β18Apr 7, 2025Updated last year
- [ICLR'25] R-Sparse: Rank-Aware Activation Sparsity for Efficient LLM Inferenceβ21Apr 28, 2025Updated last year
- This repository contains the official implementation for the ECCV'22 paper, "SPIN: An Empirical Evaluation on Sharing Parameters of Isotrβ¦β20Sep 11, 2026Updated last week