[ACL 2026 Main] See the Forest for the Trees: Loosely Speculative Decoding via Visual-Semantic Guidance for Efficient Inference of Video LLMs
☆27Jul 4, 2026Updated last week
Alternatives and similar repositories for LVSpec
Users that are interested in LVSpec are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ACL 2026 Findings] Living repository for the survey paper “Efficient Inference for Large Vision-Language Models: Bottlenecks, Techniques…☆25Apr 8, 2026Updated 3 months ago
- Implementation of our paper "RAVEN: Real-time Autoregressive Video Extrapolation with Consistency-model GRPO"☆52Updated this week
- [CVPR 2026 Highlight] Official implementation of BiCo: Composing Concepts from Images and Videos via Concept-prompt Binding☆85May 31, 2026Updated last month
- MMSpec: Benchmarking Speculative Decoding for Vision-Language Models☆34Jul 2, 2026Updated last week
- Training Code for ADMIS Teams in CVPR2024 FRCSyn Competition☆33Jan 5, 2026Updated 6 months ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- [NeurIPS 2025] Official Implementation of ViSpec: Accelerating Vision-Language Models with Vision-Aware Speculative Decoding.☆63Jan 28, 2026Updated 5 months ago
- Rookie's guide☆13Aug 10, 2024Updated last year
- [EMNLP 2025 Main] SpecVLM: Enhancing Speculative Decoding of Video LLMs via Verifier-Guided Token Pruning☆48Apr 16, 2026Updated 2 months ago
- ☆29Mar 9, 2026Updated 4 months ago
- [ICLR 2026] Official code repository for "⚡️VisionTrim: Unified Vision Token Compression for Training-Free MLLM Acceleration"☆54Jun 17, 2026Updated 3 weeks ago
- [ICML 2025] SparseLoRA: Accelerating LLM Fine-Tuning with Contextual Sparsity☆76Mar 10, 2026Updated 4 months ago
- Collection of papers about video-audio understanding☆25Dec 26, 2025Updated 6 months ago
- An out-of-the-box inference acceleration engine for Diffusion and DiT models☆59Mar 21, 2025Updated last year
- [ICML2026] OmniSIFT: Modality-Asymmetric Token Compression for Efficient Omni-modal Large Language Models☆25May 21, 2026Updated last month
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆160Jun 26, 2026Updated 2 weeks ago
- ☆19Feb 18, 2025Updated last year
- [EMNLP 2025 main 🔥] Code for "Stop Looking for Important Tokens in Multimodal Language Models: Duplication Matters More"☆121Oct 12, 2025Updated 9 months ago
- ☆36Feb 12, 2026Updated 5 months ago
- [ICCV 2025] SparseMM: Head Sparsity Emerges from Visual Concept Responses in MLLMs☆88Jan 17, 2026Updated 5 months ago
- ☆11Sep 27, 2022Updated 3 years ago
- Code for the ICLR 2024 paper Federated Text-driven Prompt Generation for Vision-Language Models (https://openreview.net/forum?id=NW31gAyl…☆27May 7, 2024Updated 2 years ago
- Experiments with representation engineering☆14Feb 28, 2024Updated 2 years ago
- Official implementation of “Domino: Decoupling Causal Modeling from Autoregressive Drafting in Speculative Decoding”.☆118Jun 24, 2026Updated 2 weeks ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- The Official Implementation of Ada-KV [NeurIPS 2025]☆137Nov 26, 2025Updated 7 months ago
- [ICCV-2023] The official code of Bridging Vision and Language Encoders: Parameter-Efficient Tuning for Referring Image Segmentation☆138Jun 26, 2025Updated last year
- ☆19Nov 9, 2024Updated last year
- (ICML2026) Official implementation of VLANeXt.☆211Updated this week
- [CVPR2026] VecAttention: Vector-wise Sparse Attention for Accelerating Long-Context Inference☆20May 27, 2026Updated last month
- Official Implementation of SAM-Decoding: Speculative Decoding via Suffix Automaton☆52May 12, 2026Updated 2 months ago
- Official repository of paper "LOVE-R1: Advancing Long Video Understanding with Adaptive Zoom-in Mechanism via Multi-Step Reasoning"☆24Nov 1, 2025Updated 8 months ago
- A few parallel MRI reconstruction algorithms in MATLAB.☆25Dec 10, 2025Updated 7 months ago
- ☆13Jan 7, 2025Updated 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.
- Finetuning LLaMA with DeepSpeed☆10Apr 14, 2023Updated 3 years ago
- Global and Local Prompts Cooperation via Optimal Transport for Federated Learning☆55Apr 3, 2024Updated 2 years ago
- [ICCV 2025] Multi-Granular Spatio-Temporal Token Merging for Training-Free Acceleration of Video LLMs☆61Feb 2, 2026Updated 5 months ago
- [ACM MM 2025] TimeChat-online: 80% Visual Tokens are Naturally Redundant in Streaming Videos☆129Jun 29, 2026Updated 2 weeks ago
- ☆40Jul 1, 2026Updated last week
- ICLR 2026☆44May 29, 2026Updated last month
- ☆28May 21, 2025Updated last year