[TMLR‘26] Discrete Diffusion in Large Language and Multimodal Models: A Survey
☆391Aug 30, 2026Updated 2 months ago
Alternatives and similar repositories for DLLM-Survey
Users that are interested in DLLM-Survey are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Dimple, the first Discrete Diffusion Multimodal Large Language Model☆117Aug 23, 2026Updated 2 months ago
- [ICCV‘25] Official implementation of paper "Towards Performance Consistency in Multi-Level Model Collaboration"☆45Oct 23, 2025Updated last year
- [NeurIPS‘25] Vid-SME: Membership Inference Attacks against Large Video Understanding Models☆28Jun 20, 2026Updated 4 months ago
- Official implementation of "Fast-dLLM: Training-free Acceleration of Diffusion LLM by Enabling KV Cache and Parallel Decoding"☆1,108May 30, 2026Updated 5 months ago
- ☆22Apr 3, 2026Updated 6 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- [NeurIPS 2025] VeriThinker: Learning to Verify Makes Reasoning Model Efficient☆68Sep 27, 2025Updated last year
- ☆38May 21, 2026Updated 5 months ago
- The official GitHub repo for the survey paper "A Survey on Diffusion Language Models".☆1,242Oct 2, 2026Updated 3 weeks ago
- [NeurIPS'25] dKV-Cache: The Cache for Diffusion Language Models☆136May 22, 2025Updated last year
- The officalimplement of dLLM-Factory☆25Jul 12, 2025Updated last year
- [NeurIPS 2026] DMax: Aggressive Parallel Decoding for dLLMs☆132Sep 28, 2026Updated last month
- [NeurIPS'26] ViMU: Benchmarking Video Metaphorical Understanding☆58Sep 25, 2026Updated last month
- [ICLR 2026] Discrete Diffusion Forcing (D2F): dLLMs Can Do Faster-Than-AR Inference☆263Feb 3, 2026Updated 8 months ago
- Official PyTorch implementation for "Large Language Diffusion Models"☆4,012Jul 15, 2026Updated 3 months ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Self-Purification Mitigates Backdoors in Multimodal Diffusion Language Models☆11Mar 9, 2026Updated 7 months ago
- A Collection of Papers on Diffusion Language Models☆189Aug 2, 2026Updated 2 months ago
- ☆16Apr 3, 2026Updated 6 months ago
- Open diffusion language model for code generation — releasing pretraining, evaluation, inference, and checkpoints.☆663Jul 20, 2026Updated 3 months ago
- [Interspeech 2024] LiteFocus is a tool designed to accelerate diffusion-based TTA model, now implemented with the base model AudioLDM2.☆34Mar 11, 2025Updated last year
- [ECCV 2026] Anatomy of a Lie: A Multi-Stage Diagnostic Framework for Tracing Hallucinations in Vision-Language Models☆28Jun 20, 2026Updated 4 months ago
- paper list, tutorial, and nano code snippet for Diffusion Large Language Models.☆170Jan 19, 2026Updated 9 months ago
- Code for CVPR 2024 Oral "Neural Lineage"☆17Jun 18, 2024Updated 2 years ago
- [Preprint arXiv: 2506.18810 ] ConciseHint: Boosting Efficient Reasoning via Continuous Concise Hints during Generation☆27Oct 1, 2025Updated last year
- 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.
- [ICLR 2026] dParallel: Learnable Parallel Decoding for dLLMs☆67Apr 12, 2026Updated 6 months ago
- [EMNLP 2026 Findings] The official code of Refinement Provenance Inference: Detecting LLM-Refined Training Prompts from Model Behavior☆23Jan 6, 2026Updated 9 months ago
- [ECCV2024] Vista3D: Unravel the 3D Darkside of a Single Image☆57Sep 19, 2024Updated 2 years ago
- ☆23May 25, 2026Updated 5 months ago
- [ICLR 2026] Official code for TraceRL: Revolutionizing post-training for Diffusion LLMs, powering the SOTA TraDo series.☆523Jan 28, 2026Updated 9 months ago
- SDAR (Synergy of Diffusion and AutoRegression), a large diffusion language model(1.7B, 4B, 8B, 30B)☆534Jul 29, 2026Updated 3 months ago
- MMaDA - Open-Sourced Multimodal Large Diffusion Language Models (dLLMs with block diffusion, mixed-CoT, unified RL)☆1,675Feb 14, 2026Updated 8 months ago
- Dream 7B, a large diffusion language model☆1,288Nov 21, 2025Updated 11 months ago
- Official PyTorch implementation of the paper "Accelerating Diffusion Large Language Models with SlowFast Sampling: The Three Golden Princ…☆46Jul 18, 2025Updated last year
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Official PyTorch implementation of the paper "dLLM-Cache: Accelerating Diffusion Large Language Models with Adaptive Caching" (dLLM-Cache…☆216May 1, 2026Updated 5 months ago
- A collection of papers on discrete diffusion models☆163Mar 9, 2026Updated 7 months ago
- [ACL '26] UNCODE (a.k.a. PC-Sampler): training-free decoding calibration for masked diffusion LLMs. Code for "Empirical Analysis of Decod…☆46Updated this week
- ☆358Mar 23, 2026Updated 7 months ago
- [ICLR 2026] Official repository of "Beyond Fixed: Training-Free Variable-Length Denoising for Diffusion Large Language Models"☆175Feb 16, 2026Updated 8 months ago
- [Preprint] ViFeEdit: A Video-Free Tuner of Your Video Diffusion Transformer☆69Mar 31, 2026Updated 7 months ago
- CoT-Valve: Length-Compressible Chain-of-Thought Tuning☆91Feb 14, 2025Updated last year