Tolga Cangöz

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upvoted a paper 2 days ago

One Pass Is Not Enough: Recursive Latent Refinement for Generative Models

Paper • 2605.15309 • Published 9 days ago • 1

upvoted a paper 3 days ago

LongLive-2.0: An NVFP4 Parallel Infrastructure for Long Video Generation

Paper • 2605.18739 • Published 5 days ago • 108

upvoted a collection 6 days ago

SANA-WM

Collection

SANA-WM: Efficient Minute-Scale World Modeling with Hybrid Linear Diffusion Transformer • 2 items • Updated 5 days ago • 3

upvoted a paper 8 days ago

SANA-WM: Efficient Minute-Scale World Modeling with Hybrid Linear Diffusion Transformer

Paper • 2605.15178 • Published 9 days ago • 80

upvoted a paper 15 days ago

WorldJen: An End-to-End Multi-Dimensional Benchmark for Generative Video Models

Paper • 2605.03475 • Published 18 days ago • 8

upvoted an article 28 days ago

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Article

Nucleus-Image: Scaling Text-to-Image with Sparse Mixture of Experts

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NucleusAI

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Apr 14

• 11

upvoted a paper 28 days ago

Speculative Decoding for Autoregressive Video Generation

Paper • 2604.17397 • Published Apr 19 • 11

upvoted an article about 1 month ago

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Article

How I contributed a new model to the Transformers library using Codex

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nielsr

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Mar 30

• 52

upvoted a collection about 2 months ago

Modular Pipelines

Collection

Diffusers Modular Pipeline repositories • 7 items • Updated Feb 20 • 2

upvoted an article about 2 months ago

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Article

Introducing Modular Diffusers - Composable Building Blocks for Diffusion Pipelines

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• +2

YiYiXu, OzzyGT, dn6, sayakpaul

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Mar 5

• 51

upvoted 2 papers about 2 months ago

6Bit-Diffusion: Inference-Time Mixed-Precision Quantization for Video Diffusion Models

Paper • 2603.18742 • Published Mar 19 • 10

Attend Before Attention: Efficient and Scalable Video Understanding via Autoregressive Gazing

Paper • 2603.12254 • Published Mar 12 • 22

upvoted a collection about 2 months ago

AutoGaze

Collection

7 items • Updated Mar 19 • 9

upvoted 3 papers about 2 months ago

ID-LoRA: Identity-Driven Audio-Video Personalization with In-Context LoRA

Paper • 2603.10256 • Published Mar 10 • 23

LiteAttention: A Temporal Sparse Attention for Diffusion Transformers

Paper • 2511.11062 • Published Nov 14, 2025 • 33

Speed by Simplicity: A Single-Stream Architecture for Fast Audio-Video Generative Foundation Model

Paper • 2603.21986 • Published Mar 23 • 125

upvoted 2 articles 2 months ago

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Article

Make your ZeroGPU Spaces go brrr with ahead-of-time compilation

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• +2

cbensimon, sayakpaul, linoyts, multimodalart

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Sep 2, 2025

• 77

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Article

Fast LoRA inference for Flux with Diffusers and PEFT

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sayakpaul, BenjaminB

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Jul 23, 2025

• 54

upvoted a collection 2 months ago

LTX-2.3

Collection

LTX-2.3 base models, quantized models and accompanying LoRAs and IC-LoRAs • 10 items • Updated 12 days ago • 54

upvoted an article 2 months ago

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Article

Ulysses Sequence Parallelism: Training with Million-Token Contexts

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kashif, stas

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Mar 9

• 28