enyac-group / QuambaLinks
The official repository of Quamba1 [ICLR 2025] & Quamba2 [ICML 2025]
☆60Updated 5 months ago
Alternatives and similar repositories for Quamba
Users that are interested in Quamba are comparing it to the libraries listed below
Sorting:
- ☆151Updated 9 months ago
- ShiftAddLLM: Accelerating Pretrained LLMs via Post-Training Multiplication-Less Reparameterization☆111Updated last year
- LLM Inference with Microscaling Format☆32Updated last year
- ☆37Updated last year
- ☆31Updated last year
- ☆83Updated 10 months ago
- [ICLR 2025] Palu: Compressing KV-Cache with Low-Rank Projection☆148Updated 9 months ago
- [COLM 2025] Official PyTorch implementation of "Quantization Hurts Reasoning? An Empirical Study on Quantized Reasoning Models"☆60Updated 4 months ago
- ☆60Updated last year
- HALO: Hadamard-Assisted Low-Precision Optimization and Training method for finetuning LLMs. 🚀 The official implementation of https://arx…☆29Updated 9 months ago
- [EMNLP 2024] RoLoRA: Fine-tuning Rotated Outlier-free LLMs for Effective Weight-Activation Quantization☆38Updated last year
- An algorithm for weight-activation quantization (W4A4, W4A8) of LLMs, supporting both static and dynamic quantization☆166Updated this week
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆170Updated last year
- [ICML 2024 Oral] Any-Precision LLM: Low-Cost Deployment of Multiple, Different-Sized LLMs☆121Updated 4 months ago
- ☆132Updated 6 months ago
- AFPQ code implementation☆24Updated 2 years ago
- The evaluation framework for training-free sparse attention in LLMs☆104Updated last month
- [ACL 2025] Squeezed Attention: Accelerating Long Prompt LLM Inference☆54Updated last year
- Activation-aware Singular Value Decomposition for Compressing Large Language Models☆80Updated last year
- Fast and memory-efficient exact attention☆74Updated 8 months ago
- Code for paper: [ICLR2025 Oral] FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference☆155Updated last month
- [ICML 2025] XAttention: Block Sparse Attention with Antidiagonal Scoring☆255Updated 4 months ago
- ☆48Updated last year
- [ICML 2025] SliM-LLM: Salience-Driven Mixed-Precision Quantization for Large Language Models☆46Updated last year
- ☆71Updated 4 months ago
- A framework to compare low-bit integer and float-point formats☆46Updated 3 weeks ago
- This repository contains the training code of ParetoQ introduced in our work "ParetoQ Scaling Laws in Extremely Low-bit LLM Quantization"☆113Updated last month
- [ICML 2024 Oral] This project is the official implementation of our Accurate LoRA-Finetuning Quantization of LLMs via Information Retenti…☆67Updated last year
- Fast Hadamard transform in CUDA, with a PyTorch interface☆259Updated last month
- Pytorch implementation of our paper accepted by ICML 2024 -- CaM: Cache Merging for Memory-efficient LLMs Inference☆47Updated last year