Code repository for ICLR 2025 paper "LeanQuant: Accurate and Scalable Large Language Model Quantization with Loss-error-aware Grid"
☆29Mar 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 2 months 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☆44Aug 13, 2025Updated 10 months ago
- ☆85Mar 3, 2026Updated 3 months 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.
- A tool which checks compatibility of CoreML model with Apple Neural Engine☆15May 30, 2022Updated 4 years ago
- PyTorch implementation of Language model compression with weighted low-rank factorization☆14Jun 28, 2023Updated 3 years ago
- HALO: Hadamard-Assisted Low-Precision Optimization and Training method for finetuning LLMs. 🚀 The official implementation of https://arx…☆29Feb 17, 2025Updated last year
- codes and plots for "Active-Dormant Attention Heads: Mechanistically Demystifying Extreme-Token Phenomena in LLMs"☆11Dec 30, 2024Updated last year
- Everyone loves OS☆22Updated this week
- ☆14May 21, 2024Updated 2 years ago
- ☆21Feb 5, 2024Updated 2 years ago
- PISCO: Precise Video Instance Insertion with Sparse Control☆61Feb 13, 2026Updated 4 months ago
- An Alfred workflow to toggle Yosemite's dark and light modes.☆14Oct 6, 2018Updated 7 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- ☆11Mar 25, 2022Updated 4 years ago
- Toolkit for Seamlessly Enabling RL Training on Any Agent with Bedrock AgentCore.☆46Updated this week
- [ICLR2025]: OSTQuant: Refining Large Language Model Quantization with Orthogonal and Scaling Transformations for Better Distribution Fitt…☆93Apr 8, 2025Updated last year
- ☆27May 12, 2026Updated last month
- Code for paper "Conversational Product Search Based on Negative Feedback"☆12Jun 26, 2020Updated 6 years ago
- [ACL2025 Oral🔥]Turning Trash into Treasure: Accelerating Inference of Large Language Models with Token Recycling☆29Nov 11, 2025Updated 7 months ago
- -A library which does oversampling to allow you to read with a resolution of 10-bit to 21-bit on the Arduino ADC (Analog to Digital Conve…☆17Dec 29, 2016Updated 9 years ago
- egraph <-> json☆17Dec 29, 2025Updated 6 months ago
- Code and dataset for the EMNLP 2024 paper: GoldCoin: Grounding Large Language Models in Privacy Laws via Contextual Integrity Theory☆51Sep 26, 2024Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [ACL 2024] A novel QAT with Self-Distillation framework to enhance ultra low-bit LLMs.☆139May 16, 2024Updated 2 years ago
- Created an inverted index in Python for document retreival☆13Oct 7, 2018Updated 7 years ago
- ☆14Jan 10, 2024Updated 2 years ago
- [ICML 2025] Official PyTorch implementation of "FlatQuant: Flatness Matters for LLM Quantization"☆221Nov 25, 2025Updated 7 months ago
- [CVPR 2023] PD-Quant: Post-Training Quantization Based on Prediction Difference Metric☆61Mar 23, 2023Updated 3 years ago
- ☆13Aug 31, 2023Updated 2 years ago
- Simple intermediate representation language for learning and research.☆22Mar 27, 2020Updated 6 years ago
- Using e-graphs to synthesize netlists from boolean logic.☆14Jul 26, 2023Updated 2 years ago
- A compiler of Decaf(an object-oriented compiler)☆12Sep 26, 2017Updated 8 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- The official PyTorch implementation of the ICLR2022 paper, QDrop: Randomly Dropping Quantization for Extremely Low-bit Post-Training Quan…☆131Sep 23, 2025Updated 9 months ago
- This repository contains low-bit quantization papers from 2020 to 2026 on top conference.☆174Updated this week
- [EMNLP 2024] Quantize LLM to extremely low-bit, and finetune the quantized LLMs☆15Jul 18, 2024Updated last year
- A step-by-step tutorial about how to use Distributed Data Parallel feature of PyTorch☆16Nov 20, 2020Updated 5 years 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 last year
- QRHead: Query-Focused Retrieval Heads Improve Long-Context Reasoning and Re-ranking☆40Jan 20, 2026Updated 5 months ago