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Collections including paper arxiv:2407.15595

Discrete Diffusion LLM & MLLM

An collection of research/models in discrete diffusion large language and multimodal models

Discrete Diffusion in Large Language and Multimodal Models: A Survey

Paper • 2506.13759 • Published Jun 16, 2025 • 43
GSAI-ML/LLaDA-8B-Instruct

Text Generation • Updated Oct 21, 2025 • 278k • 342
Dream-org/Dream-v0-Base-7B

Text Generation • 8B • Updated Jul 15, 2025 • 21.1k • 52
Dream-org/Dream-v0-Instruct-7B

Text Generation • 8B • Updated Jul 15, 2025 • 131k • 150

Perception and abstraction. Each modality is tokenized and embedded into vectors for model to comprehend.

VILA^2: VILA Augmented VILA

Paper • 2407.17453 • Published Jul 24, 2024 • 41
Octopus v4: Graph of language models

Paper • 2404.19296 • Published Apr 30, 2024 • 118
Octo-planner: On-device Language Model for Planner-Action Agents

Paper • 2406.18082 • Published Jun 26, 2024 • 48
Dolphin: Long Context as a New Modality for Energy-Efficient On-Device Language Models

Paper • 2408.15518 • Published Aug 28, 2024 • 42

Making Flow-Matching-Based Zero-Shot Text-to-Speech Laugh as You Like

Paper • 2402.07383 • Published Feb 12, 2024 • 16
Matcha-TTS: A fast TTS architecture with conditional flow matching

Paper • 2309.03199 • Published Sep 6, 2023 • 15
Natural language guidance of high-fidelity text-to-speech with synthetic annotations

Paper • 2402.01912 • Published Feb 2, 2024 • 12
Fast Timing-Conditioned Latent Audio Diffusion

Paper • 2402.04825 • Published Feb 7, 2024 • 8

Emu Video: Factorizing Text-to-Video Generation by Explicit Image Conditioning

Paper • 2311.10709 • Published Nov 17, 2023 • 25
Face Adapter for Pre-Trained Diffusion Models with Fine-Grained ID and Attribute Control

Paper • 2405.12970 • Published May 21, 2024 • 25
FIFO-Diffusion: Generating Infinite Videos from Text without Training

Paper • 2405.11473 • Published May 19, 2024 • 56
stabilityai/stable-diffusion-3-medium

Text-to-Image • Updated Aug 12, 2024 • 5.57k • • 4.91k

Papers - Flow Matching

Movie Gen: A Cast of Media Foundation Models

Paper • 2410.13720 • Published Oct 17, 2024 • 100
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching

Paper • 2410.06885 • Published Oct 9, 2024 • 46
Flow Matching for Generative Modeling

Paper • 2210.02747 • Published Oct 6, 2022 • 4
Matcha-TTS: A fast TTS architecture with conditional flow matching

Paper • 2309.03199 • Published Sep 6, 2023 • 15

VideoGameBunny: Towards vision assistants for video games

Paper • 2407.15295 • Published Jul 21, 2024 • 23
MusiConGen: Rhythm and Chord Control for Transformer-Based Text-to-Music Generation

Paper • 2407.15060 • Published Jul 21, 2024 • 9
Discrete Flow Matching

Paper • 2407.15595 • Published Jul 22, 2024 • 14

Compose and Conquer: Diffusion-Based 3D Depth Aware Composable Image Synthesis

Paper • 2401.09048 • Published Jan 17, 2024 • 10
Improving fine-grained understanding in image-text pre-training

Paper • 2401.09865 • Published Jan 18, 2024 • 18
Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data

Paper • 2401.10891 • Published Jan 19, 2024 • 62
Scaling Up to Excellence: Practicing Model Scaling for Photo-Realistic Image Restoration In the Wild

Paper • 2401.13627 • Published Jan 24, 2024 • 78

Discrete Diffusion LLM & MLLM

An collection of research/models in discrete diffusion large language and multimodal models

Discrete Diffusion in Large Language and Multimodal Models: A Survey

Paper • 2506.13759 • Published Jun 16, 2025 • 43
GSAI-ML/LLaDA-8B-Instruct

Text Generation • Updated Oct 21, 2025 • 278k • 342
Dream-org/Dream-v0-Base-7B

Text Generation • 8B • Updated Jul 15, 2025 • 21.1k • 52
Dream-org/Dream-v0-Instruct-7B

Text Generation • 8B • Updated Jul 15, 2025 • 131k • 150

Papers - Flow Matching

Movie Gen: A Cast of Media Foundation Models

Paper • 2410.13720 • Published Oct 17, 2024 • 100
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching

Paper • 2410.06885 • Published Oct 9, 2024 • 46
Flow Matching for Generative Modeling

Paper • 2210.02747 • Published Oct 6, 2022 • 4
Matcha-TTS: A fast TTS architecture with conditional flow matching

Paper • 2309.03199 • Published Sep 6, 2023 • 15

Perception and abstraction. Each modality is tokenized and embedded into vectors for model to comprehend.

VILA^2: VILA Augmented VILA

Paper • 2407.17453 • Published Jul 24, 2024 • 41
Octopus v4: Graph of language models

Paper • 2404.19296 • Published Apr 30, 2024 • 118
Octo-planner: On-device Language Model for Planner-Action Agents

Paper • 2406.18082 • Published Jun 26, 2024 • 48
Dolphin: Long Context as a New Modality for Energy-Efficient On-Device Language Models

Paper • 2408.15518 • Published Aug 28, 2024 • 42

VideoGameBunny: Towards vision assistants for video games

Paper • 2407.15295 • Published Jul 21, 2024 • 23
MusiConGen: Rhythm and Chord Control for Transformer-Based Text-to-Music Generation

Paper • 2407.15060 • Published Jul 21, 2024 • 9
Discrete Flow Matching

Paper • 2407.15595 • Published Jul 22, 2024 • 14

Making Flow-Matching-Based Zero-Shot Text-to-Speech Laugh as You Like

Paper • 2402.07383 • Published Feb 12, 2024 • 16
Matcha-TTS: A fast TTS architecture with conditional flow matching

Paper • 2309.03199 • Published Sep 6, 2023 • 15
Natural language guidance of high-fidelity text-to-speech with synthetic annotations

Paper • 2402.01912 • Published Feb 2, 2024 • 12
Fast Timing-Conditioned Latent Audio Diffusion

Paper • 2402.04825 • Published Feb 7, 2024 • 8

Compose and Conquer: Diffusion-Based 3D Depth Aware Composable Image Synthesis

Paper • 2401.09048 • Published Jan 17, 2024 • 10
Improving fine-grained understanding in image-text pre-training

Paper • 2401.09865 • Published Jan 18, 2024 • 18
Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data

Paper • 2401.10891 • Published Jan 19, 2024 • 62
Scaling Up to Excellence: Practicing Model Scaling for Photo-Realistic Image Restoration In the Wild

Paper • 2401.13627 • Published Jan 24, 2024 • 78

Emu Video: Factorizing Text-to-Video Generation by Explicit Image Conditioning

Paper • 2311.10709 • Published Nov 17, 2023 • 25
Face Adapter for Pre-Trained Diffusion Models with Fine-Grained ID and Attribute Control

Paper • 2405.12970 • Published May 21, 2024 • 25
FIFO-Diffusion: Generating Infinite Videos from Text without Training

Paper • 2405.11473 • Published May 19, 2024 • 56
stabilityai/stable-diffusion-3-medium

Text-to-Image • Updated Aug 12, 2024 • 5.57k • • 4.91k

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