Code repository for ICLR 2025 paper "LeanQuant: Accurate and Scalable Large Language Model Quantization with Loss-error-aware Grid"
☆27Mar 2, 2025Updated last year
Alternatives and similar repositories for LeanQuant
Users that are interested in LeanQuant are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆15Apr 6, 2026Updated 3 weeks ago
- ☆19Feb 4, 2025Updated last year
- [IJCAI 2023] CLE-ViT: Contrastive Learning Encoded Transformer for Ultra-Fine-Grained Visual Categorization.☆10Nov 3, 2023Updated 2 years ago
- [ACM MM2025]: MQuant: Unleashing the Inference Potential of Multimodal Large Language Models via Full Static Quantization☆42Aug 13, 2025Updated 8 months ago
- HALO: Hadamard-Assisted Low-Precision Optimization and Training method for finetuning LLMs. 🚀 The official implementation of https://arx…☆28Feb 17, 2025Updated last year
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- PISCO: Precise Video Instance Insertion with Sparse Control☆57Feb 13, 2026Updated 2 months ago
- A tool which checks compatibility of CoreML model with Apple Neural Engine☆14May 30, 2022Updated 3 years ago
- PyTorch implementation of Language model compression with weighted low-rank factorization☆13Jun 28, 2023Updated 2 years ago
- codes and plots for "Active-Dormant Attention Heads: Mechanistically Demystifying Extreme-Token Phenomena in LLMs"☆10Dec 30, 2024Updated last year
- ☆14May 21, 2024Updated last year
- A Low-Overhead tool for Floating-Point Exception Detection in NVIDIA GPUs☆13Dec 17, 2024Updated last year
- ☆10Jun 9, 2017Updated 8 years ago
- ☆21Feb 5, 2024Updated 2 years ago
- Training project about Deep Learing☆12Jun 22, 2017Updated 8 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- An Alfred workflow to toggle Yosemite's dark and light modes.☆14Oct 6, 2018Updated 7 years ago
- [ICLR2025]: OSTQuant: Refining Large Language Model Quantization with Orthogonal and Scaling Transformations for Better Distribution Fitt…☆92Apr 8, 2025Updated last year
- ☆27Nov 25, 2025Updated 5 months ago
- ☆14Jun 9, 2017Updated 8 years ago
- Code for paper "Conversational Product Search Based on Negative Feedback"☆12Jun 26, 2020Updated 5 years ago
- [ACL2025 Oral🔥]Turning Trash into Treasure: Accelerating Inference of Large Language Models with Token Recycling☆28Nov 11, 2025Updated 5 months ago
- Code and dataset for the EMNLP 2024 paper: GoldCoin: Grounding Large Language Models in Privacy Laws via Contextual Integrity Theory☆49Sep 26, 2024Updated last year
- [ACL 2024] A novel QAT with Self-Distillation framework to enhance ultra low-bit LLMs.☆137May 16, 2024Updated last year
- [CVPR 2023] PD-Quant: Post-Training Quantization Based on Prediction Difference Metric☆61Mar 23, 2023Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Created an inverted index in Python for document retreival☆13Oct 7, 2018Updated 7 years ago
- [ICML 2025] Official PyTorch implementation of "FlatQuant: Flatness Matters for LLM Quantization"☆213Nov 25, 2025Updated 5 months ago
- PyTorch Implementation of Weakly Supervised Pre-training - [IJCAI19]☆12May 23, 2020Updated 5 years ago
- End2End Virtual Try-on with Visual Reference, CVPR2026☆62Apr 18, 2026Updated last week
- Official implementation of the EMNLP23 paper: Outlier Suppression+: Accurate quantization of large language models by equivalent and opti…☆51Oct 21, 2023Updated 2 years ago
- ☆10Jun 16, 2022Updated 3 years ago
- Simple intermediate representation language for learning and research.☆20Mar 27, 2020Updated 6 years ago
- Using e-graphs to synthesize netlists from boolean logic.☆14Jul 26, 2023Updated 2 years ago
- This repository contains low-bit quantization papers from 2020 to 2025 on top conference.☆157Mar 5, 2026Updated last month
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- A Survey on Learning to Hash☆10Apr 10, 2018Updated 8 years ago
- MicroMix: Efficient Mixed-Precision Quantization with Microscaling Formats for Large Language Models☆28Apr 2, 2026Updated 3 weeks ago
- [EMNLP 2024] Quantize LLM to extremely low-bit, and finetune the quantized LLMs☆15Jul 18, 2024Updated last year
- MLIR+EqSat☆26Jan 10, 2026Updated 3 months ago
- ☆24Mar 6, 2023Updated 3 years ago
- The official implementation of "Sparse-vDiT: Unleashing the Power of Sparse Attention to Accelerate Video Diffusion Transformers" (arXiv …☆51Jun 6, 2025Updated 10 months ago
- QRHead: Query-Focused Retrieval Heads Improve Long-Context Reasoning and Re-ranking☆38Jan 20, 2026Updated 3 months ago