StargazerX0 / ScaleKVLinks
ScaleKV: Memory-Efficient Visual Autoregressive Modeling with Scale-Aware KV Cache Compression
☆46Updated 2 months ago
Alternatives and similar repositories for ScaleKV
Users that are interested in ScaleKV are comparing it to the libraries listed below
Sorting:
- [ICML 2025] This is the official PyTorch implementation of "ZipAR: Accelerating Auto-regressive Image Generation through Spatial Locality…☆52Updated 5 months ago
- [NeurIPS 2024] Learning-to-Cache: Accelerating Diffusion Transformer via Layer Caching☆111Updated last year
- VeriThinker: Learning to Verify Makes Reasoning Model Efficient☆52Updated last month
- Locality-aware Parallel Decoding for Efficient Autoregressive Image Generation☆71Updated last month
- [CVPR 2025 Highlight] TinyFusion: Diffusion Transformers Learned Shallow☆137Updated 4 months ago
- ☆90Updated 3 months ago
- (NeurIPS 2024) BiDM: Pushing the Limit of Quantization for Diffusion Models☆21Updated 9 months ago
- A WebUI for Side-by-Side Comparison of Media (Images/Videos) Across Multiple Folders☆23Updated 6 months ago
- FORA introduces simple yet effective caching mechanism in Diffusion Transformer Architecture for faster inference sampling.☆48Updated last year
- Official implementation of paper "VMoBA: Mixture-of-Block Attention for Video Diffusion Models"☆41Updated last month
- Code for Draft Attention☆90Updated 3 months ago
- [CVPR 2024 Highlight & TPAMI 2025] This is the official PyTorch implementation of "TFMQ-DM: Temporal Feature Maintenance Quantization for…☆103Updated last month
- (ToCa-v2) A New version of ToCa,with faster speed and better acceleration!☆39Updated 5 months ago
- The official code implementation for paper "R2R: Efficiently Navigating Divergent Reasoning Paths with Small-Large Model Token Routing"☆44Updated 2 weeks ago
- ☆173Updated 7 months ago
- Dimple, the first Discrete Diffusion Multimodal Large Language Model☆95Updated last month
- [ICML2025] LoRA fine-tune directly on the quantized models.☆35Updated 9 months ago
- ✈️ [ICCV 2025] Towards Stabilized and Efficient Diffusion Transformers through Long-Skip-Connections with Spectral Constraints☆72Updated last month
- Adaptive Caching for Faster Video Generation with Diffusion Transformers☆156Updated 9 months ago
- [NeurIPS 2024] The official implementation of ZipCache: Accurate and Efficient KV Cache Quantization with Salient Token Identification☆25Updated 5 months ago
- An open-source implementation of Regional Adaptive Sampling (RAS), a novel diffusion model sampling strategy that introduces regional var…☆138Updated 2 months ago
- [CVPR 2025] CoDe: Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient☆106Updated 5 months ago
- ☆14Updated 5 months ago
- [Preprint] GMem: A Modular Approach for Ultra-Efficient Generative Models☆39Updated 5 months ago
- ☆84Updated 5 months ago
- Implementation of SmoothCache, a project aimed at speeding-up Diffusion Transformer (DiT) based GenAI models with error-guided caching.☆45Updated last month
- ☆105Updated last week
- Autoregressive Image Generation with Randomized Parallel Decoding☆72Updated 4 months ago
- An auxiliary project analysis of the characteristics of KV in DiT Attention.☆32Updated 9 months ago
- This repository provides an improved LLamaGen Model, fine-tuned on 500,000 high-quality images, each accompanied by over 300 token prompt…☆30Updated 10 months ago