SAI-Lab-NYU / QSVDLinks
This repository provides the official implementation of QSVD, a method for efficient low-rank approximation that unifies Query-Key-Value (QKV) weight compression in low-precision Vision-Language Models (VLMs).
☆24Updated 2 months ago
Alternatives and similar repositories for QSVD
Users that are interested in QSVD are comparing it to the libraries listed below
Sorting:
- Official PyTorch Implementation of "Flow Map Distillation Without Data"☆115Updated 2 months ago
- [NeurIPS'25] The official code implementation for paper "R2R: Efficiently Navigating Divergent Reasoning Paths with Small-Large Model Tok…☆76Updated this week
- [ICML 2025] Code for "R2-T2: Re-Routing in Test-Time for Multimodal Mixture-of-Experts"☆19Updated 11 months ago
- ☆15Updated 3 weeks ago
- [NeurIPS 2025] Official implementation of "Reasoning Path Compression: Compressing Generation Trajectories for Efficient LLM Reasoning"☆30Updated 3 months ago
- The official repo of continuous speculative decoding☆31Updated 10 months ago
- Code for "RSQ: Learning from Important Tokens Leads to Better Quantized LLMs"☆20Updated 7 months ago
- RWKV is an RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best…☆59Updated 10 months ago
- [ICML 2024] When Linear Attention Meets Autoregressive Decoding: Towards More Effective and Efficient Linearized Large Language Models☆35Updated last year
- Resa: Transparent Reasoning Models via SAEs☆47Updated 4 months ago
- [ICLR 2025] Official Pytorch Implementation of "Mix-LN: Unleashing the Power of Deeper Layers by Combining Pre-LN and Post-LN" by Pengxia…☆29Updated 6 months ago
- [ICLR 2026] Official PyTorch implementation for "ReFusion: A Diffusion Large Language Model with Parallel Autoregressive Decoding"☆55Updated last month
- Pytorch implementation of "Oscillation-Reduced MXFP4 Training for Vision Transformers" on DeiT Model Pre-training☆36Updated 7 months ago
- Official implementation of RMoE (Layerwise Recurrent Router for Mixture-of-Experts)☆29Updated last year
- Work in progress.☆79Updated 2 months ago
- The official code of "PixelWorld: Towards Perceiving Everything as Pixels" [TMLR25]☆16Updated 4 months ago
- Landing repository for the paper "Predicting the Order of Upcoming Tokens Improves Language Modeling"☆41Updated 4 months ago
- ☆42Updated 4 months ago
- [NeurIPS 2025 Oral] Official Code for Exploring Diffusion Transformer Designs via Grafting☆70Updated last month
- Explore how to get a VQ-VAE models efficiently!☆67Updated 6 months ago
- Official implementation of ECCV24 paper: POA☆24Updated last year
- Triton implement of bi-directional (non-causal) linear attention☆65Updated last week
- Minute-long video generation at 24FPS.☆50Updated last week
- Defeating the Training-Inference Mismatch via FP16☆181Updated 2 months ago
- official implementation of the paper "Delving into Latent Spectral Biasing of Video VAEs for Superior Diffusability".☆45Updated last month
- The official repo of VideoAgentTrek☆42Updated 3 months ago
- The open-source materials for paper "Sparsing Law: Towards Large Language Models with Greater Activation Sparsity".☆30Updated last year
- [ICML24] Pruner-Zero: Evolving Symbolic Pruning Metric from scratch for LLMs☆98Updated last year
- ☆38Updated last year
- The official repo for "OpenMoE 2: Sparse Diffusion Language Models".☆52Updated last month