Can I Generate? logoCan I Generate?
ComfyUI + Hugging Face · Image · Video · Speech · Music · 100% private

Can I generateimages, video, voices, musicon this machine?

We read your GPU through your browser, then check it against every local generative model worth running — FLUX, SDXL, Wan 2.2, HunyuanVideo, LTX-Video, Qwen-Image, plus Kokoro, XTTS, Bark, Orpheus for speech and ACE-Step, MusicGen, YuE, Stable Audio for music. No sign-ups. No uploads. Just an answer.

Reading hardware…
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—
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16 GB
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256 GB
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Pick a GPU aboveto score every model against your specific hardware. Without that, you’re just looking at the catalog.
ImageComfyUI

Stable Cascade

Stability AI · 5.9B · 2024
5
F
Too heavyFP8 · ~6.5 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

3-stage cascade (Würstchen architecture). Strong prompt adherence, lighter than its 5.9B suggests.

1024×102413 GB disk16 GB RAM ✓Stability AI Non-Commercial
ImageComfyUI

Z-Image Turbo

Tongyi Lab · 6B · 2025
5
F
Too heavyFP8 · ~8.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Distilled few-step model. FP16 fits comfortably in 16GB. Apache-licensed.

1024×1024fast14 GB disk16 GB RAM ✓Apache 2.0
ImageComfyUI

Z-Image Base

Tongyi Lab · 6B · 2025
5
F
Too heavyFP8 · ~8.5 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Full (non-distilled) Z-Image. More steps than Z-Image Turbo but higher fidelity. Apache-licensed.

1024×102416 GB disk16 GB RAM ✓Apache 2.0
ImageHugging Face

Qwen-Image-2.1

Qwen · 7.1B · 2026
5
F
Too heavyQ4 GGUF · ~4.3 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (Qwen/Qwen-Image-2.1). VRAM/quant/disk figures are estimated from parameter count — review and refine.

1024×102418.5 GB disk16 GB RAM ✓other
MusicHugging Face

qwen2-audio-7b-instruct-gguf

forkjoin-ai · 7B · 2026
5
F
Too heavyQ4 GGUF · ~4.2 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (forkjoin-ai/qwen2-audio-7b-instruct-gguf). VRAM/quant/disk figures are estimated from parameter count — review and refine.

44.1 kHz18.2 GB disk16 GB RAM ✓apache-2.0
ImageComfyUI★ Most popular community model

Stable Diffusion XL

Stability AI · 3.5B · 2023
4
F
Too heavyQ4 GGUF · ~3.5 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

The workhorse. Sharp 1024px output, huge fine-tune ecosystem (Pony, Illustrious, Juggernaut).

1024×10247 GB disk16 GB RAM ✓CreativeML Open RAIL++-M
ImageComfyUI

SDXL Turbo

Stability AI · 3.5B · 2023
4
F
Too heavyFP8 · ~5.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

1-step distilled SDXL. Generates in under a second on midrange GPUs. Lower fidelity than full SDXL.

512×512real-time7 GB disk16 GB RAM ✓Stability AI Non-Commercial
EditComfyUI

OmniGen 2

BAAI · 3.8B · 2025
4
F
Too heavyFP8 · ~6.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Unified text-to-image and image-editing model. One model handles generate, edit, compose.

1024×102411 GB disk16 GB RAM ✓MIT
VideoComfyUI

CogVideoX-5B

THUDM (Tsinghua) · 5B · 2024
4
F
Too heavyQ4 GGUF · ~5.5 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

5B T2V/I2V from Tsinghua. Mid-range hardware target. 6-second clips at 720p.

720p · 6s16 GB disk16 GB RAM ✓CogVideoX (open)
ImageComfyUI

FLUX.2 [klein] 4B

Black Forest Labs · 4B · 2025
4
F
Too heavyQ4 GGUF · ~3.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

The smaller Apache-licensed FLUX.2. 4B params at 1024px — fits comfortably on midrange GPUs and high-end phones.

1024×1024fast12 GB disk16 GB RAM ✓Apache 2.0
ImageHugging Face★ Distilled FLUX.2 for consumers

FLUX.2 Klein

Black Forest Labs · 4B · 2026
4
F
Too heavyFP8 · ~7.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

4 B distilled from FLUX.2 32 B. Real-time generation on consumer GPUs at FLUX-grade fidelity.

1024×1024fast11 GB disk16 GB RAM ✓FLUX.2 Klein (Apache-style)
MusicHugging Face★ Top open music model

ACE-Step 1.5

ACE-Step · 3.5B · 2025
4
F
Too heavyINT8 · ~5.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Best open full-song generator with vocals. Generates 4-minute tracks in ~20 s on a 4090.

Up to 4 min · stereofast10 GB disk16 GB RAM ✓Apache 2.0
MusicHugging Face

MusicGen Large

Meta · 3.3B · 2023
4
F
Too heavyINT8 · ~7.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Meta's flagship MusicGen. Strong instrumental tracks. Non-commercial only.

32 kHz · 30s8.5 GB disk16 GB RAM ✓CC BY-NC 4.0 (non-commercial)
MusicHugging Face

MusicGen Stereo Large

Meta · 3.3B · 2024
4
F
Too heavyINT8 · ~7.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Stereo variant of MusicGen Large. True L/R channels for richer mix.

32 kHz · 30s8.5 GB disk16 GB RAM ✓CC BY-NC 4.0 (non-commercial)
TTSHugging Face

s2-pro

fishaudio · 4.6B · 2026
4
F
Too heavyFP8 · ~4.6 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (fishaudio/s2-pro). VRAM/quant/disk figures are estimated from parameter count — review and refine.

24 kHz11.8 GB disk16 GB RAM ✓other
MusicHugging Face

YuE2-3B

m-a-p · 3.6B · 2026
4
F
Too heavyFP8 · ~3.6 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (m-a-p/YuE2-3B). VRAM/quant/disk figures are estimated from parameter count — review and refine.

44.1 kHz9.5 GB disk16 GB RAM ✓cc-by-nc-4.0
TTSHugging Face

Voxtral-4B-TTS-2603

mistralai · 4B · 2025
4
F
Too heavyFP8 · ~4.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (mistralai/Voxtral-4B-TTS-2603). VRAM/quant/disk figures are estimated from parameter count — review and refine.

24 kHz10.4 GB disk16 GB RAM ✓cc-by-nc-4.0
TTSHugging Face

Breeze-TTS-2

BreezeBlue · 3.5B · 2026
4
F
Too heavyFP8 · ~3.5 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (BreezeBlue/Breeze-TTS-2). VRAM/quant/disk figures are estimated from parameter count — review and refine.

24 kHz9 GB disk16 GB RAM ✓other
TTSHugging Face

higgs-tts-3-4b

bosonai · 4.7B · 2026
4
F
Too heavyFP8 · ~4.7 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (bosonai/higgs-tts-3-4b). VRAM/quant/disk figures are estimated from parameter count — review and refine.

24 kHz12.1 GB disk16 GB RAM ✓other
ImageHugging Face

ideogram-4-nf4

ideogram-ai · 4.8B · 2026
4
F
Too heavyFP8 · ~4.8 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (ideogram-ai/ideogram-4-nf4). VRAM/quant/disk figures are estimated from parameter count — review and refine.

1024×102412.5 GB disk16 GB RAM ✓other
MusicHugging Face

acestep-v15-xl-turbo

ACE-Step · 5B · 2026
4
F
Too heavyFP8 · ~5.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (ACE-Step/acestep-v15-xl-turbo). VRAM/quant/disk figures are estimated from parameter count — review and refine.

44.1 kHz13 GB disk16 GB RAM ✓mit
VideoHugging Face

Wan2.2-TI2V-5B-GGUF

QuantStack · 5B · 2025
4
F
Too heavyFP8 · ~5.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (QuantStack/Wan2.2-TI2V-5B-GGUF). VRAM/quant/disk figures are estimated from parameter count — review and refine.

720p13 GB disk16 GB RAM ✓apache-2.0
EditHugging Face

FLUX.2-klein-base-4B

black-forest-labs · 3.9B · 2026
4
F
Too heavyFP8 · ~3.9 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (black-forest-labs/FLUX.2-klein-base-4B). VRAM/quant/disk figures are estimated from parameter count — review and refine.

1024×102410.1 GB disk16 GB RAM ✓apache-2.0
VideoHugging Face

Wan2.2-TI2V-5B-Diffusers

Wan-AI · 5B · 2025
4
F
Too heavyFP8 · ~5.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (Wan-AI/Wan2.2-TI2V-5B-Diffusers). VRAM/quant/disk figures are estimated from parameter count — review and refine.

720p13 GB disk16 GB RAM ✓apache-2.0
MusicHugging Face

acestep-v15-xl-base

ACE-Step · 5B · 2026
4
F
Too heavyFP8 · ~5.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (ACE-Step/acestep-v15-xl-base). VRAM/quant/disk figures are estimated from parameter count — review and refine.

44.1 kHz13 GB disk16 GB RAM ✓mit
MusicHugging Face

acestep-v15-xl-sft

ACE-Step · 5B · 2026
4
F
Too heavyFP8 · ~5.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (ACE-Step/acestep-v15-xl-sft). VRAM/quant/disk figures are estimated from parameter count — review and refine.

44.1 kHz13 GB disk16 GB RAM ✓mit
EditHugging Face

FLUX.2-klein-4b-fp8

black-forest-labs · 4B · 2026
4
F
Too heavyFP8 · ~4.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (black-forest-labs/FLUX.2-klein-4b-fp8). VRAM/quant/disk figures are estimated from parameter count — review and refine.

1024×102410.4 GB disk16 GB RAM ✓apache-2.0
TTSHugging Face

MOSS-TTS-Local-Transformer-v1.5

OpenMOSS-Team · 4.6B · 2026
4
F
Too heavyFP8 · ~4.6 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (OpenMOSS-Team/MOSS-TTS-Local-Transformer-v1.5). VRAM/quant/disk figures are estimated from parameter count — review and refine.

24 kHz11.8 GB disk16 GB RAM ✓apache-2.0
MusicHugging Face

HeartMuLa-oss-3B-happy-new-year

HeartMuLa · 3.9B · 2026
4
F
Too heavyFP8 · ~3.9 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (HeartMuLa/HeartMuLa-oss-3B-happy-new-year). VRAM/quant/disk figures are estimated from parameter count — review and refine.

44.1 kHz10.3 GB disk16 GB RAM ✓apache-2.0
VideoHugging Face

DreamX-World-5B

GD-ML · 5.3B · 2026
4
F
Too heavyFP8 · ~5.3 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (GD-ML/DreamX-World-5B). VRAM/quant/disk figures are estimated from parameter count — review and refine.

720p13.8 GB disk16 GB RAM ✓mit
ImageHugging Face

SeFi-Image-5B-turbo

SeFi-Image · 5B · 2026
4
F
Too heavyFP8 · ~5.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (SeFi-Image/SeFi-Image-5B-turbo). VRAM/quant/disk figures are estimated from parameter count — review and refine.

1024×102413 GB disk16 GB RAM ✓cc-by-nc-4.0
MusicHugging Face

YuE2-3B

mrfakename · 3.6B · 2026
4
F
Too heavyFP8 · ~3.6 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (mrfakename/YuE2-3B). VRAM/quant/disk figures are estimated from parameter count — review and refine.

44.1 kHz9.5 GB disk16 GB RAM ✓cc-by-nc-4.0
ImageComfyUI

Stable Diffusion 3 Medium

Stability AI · 2B · 2024
3
F
Too heavyFP8 · ~4.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

MMDiT architecture with triple text encoders. Better text rendering than SDXL.

1024×102411 GB disk16 GB RAM ✓Stability AI Community
ImageComfyUI

Stable Diffusion 3.5 Medium

Stability AI · 2.5B · 2024
3
F
Too heavyFP8 · ~5.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Improved 3.5 generation with better composition and aesthetics than SD3 Medium.

1024×102412.5 GB disk16 GB RAM ✓Stability AI Community
ImageComfyUI

Lumina Image 2.0

Alpha-VLLM · 2.6B · 2025
3
F
Too heavyFP8 · ~4.5 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Compact next-gen DiT with strong photographic realism. Apache-licensed for commercial use.

1024×102412 GB disk16 GB RAM ✓Apache 2.0
VideoComfyUI

LTX-Video

Lightricks · 2B · 2024
3
F
Too heavyFP8 · ~7.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Realtime-capable video model. Generates faster than playback on a 4090. The speed champion.

768×512real-time11 GB disk16 GB RAM ✓Lightricks Open License
ImageHugging Face

Kolors

Kuaishou · 2.6B · 2024
3
F
Too heavyFP8 · ~6.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Strong photographic realism, multilingual prompts (Chinese + English). Mid-weight footprint.

1024×102412 GB disk16 GB RAM ✓Kolors (open)
TTSHugging Face

Parler-TTS Large

HuggingFace + Parler · 2.3B · 2024
3
F
Too heavyINT8 · ~6.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Larger Parler with broader voice and prosody range. Slower, higher fidelity.

44.1 kHz · 30s7 GB disk16 GB RAM ✓Apache 2.0
TTSHugging Face

Orpheus 3B

CanopyAI · 3B · 2025
3
F
Too heavyQ4 GGUF · ~4.5 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

LLM-style TTS with rich emotional control. Streaming output via vLLM.

24 kHz · streaming8 GB disk16 GB RAM ✓Apache 2.0
TTSHugging Face

VibeVoice-1.5B

microsoft · 2.7B · 2025
3
F
Too heavyFP8 · ~2.7 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (microsoft/VibeVoice-1.5B). VRAM/quant/disk figures are estimated from parameter count — review and refine.

24 kHz7 GB disk16 GB RAM ✓mit
TTSHugging Face

Qwen3-TTS-12Hz-1.7B-CustomVoice

Qwen · 1.9B · 2026
3
F
Too heavyFP16 · ~3.8 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (Qwen/Qwen3-TTS-12Hz-1.7B-CustomVoice). VRAM/quant/disk figures are estimated from parameter count — review and refine.

24 kHz4.9 GB disk16 GB RAM ✓apache-2.0
TTSHugging Face

VoxCPM2

openbmb · 2.3B · 2026
3
F
Too heavyFP8 · ~2.3 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (openbmb/VoxCPM2). VRAM/quant/disk figures are estimated from parameter count — review and refine.

24 kHz6 GB disk16 GB RAM ✓apache-2.0
MusicHugging Face

MiniMax-Music3

MiniMaxAI · 2.4B · 2026
3
F
Too heavyFP8 · ~2.4 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (MiniMaxAI/MiniMax-Music3). VRAM/quant/disk figures are estimated from parameter count — review and refine.

44.1 kHz6.4 GB disk16 GB RAM ✓Unknown
TTSHugging Face

Qwen3-TTS-12Hz-1.7B-VoiceDesign

Qwen · 1.9B · 2026
3
F
Too heavyFP16 · ~3.8 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (Qwen/Qwen3-TTS-12Hz-1.7B-VoiceDesign). VRAM/quant/disk figures are estimated from parameter count — review and refine.

24 kHz4.9 GB disk16 GB RAM ✓apache-2.0
MusicHugging Face

stable-audio-3-medium

stabilityai · 2.3B · 2026
3
F
Too heavyFP8 · ~2.3 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (stabilityai/stable-audio-3-medium). VRAM/quant/disk figures are estimated from parameter count — review and refine.

44.1 kHz6 GB disk16 GB RAM ✓other
TTSHugging Face

dots.tts-soar

rednote-hilab · 2.2B · 2026
3
F
Too heavyFP8 · ~2.2 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (rednote-hilab/dots.tts-soar). VRAM/quant/disk figures are estimated from parameter count — review and refine.

24 kHz5.7 GB disk16 GB RAM ✓apache-2.0
MusicHugging Face

Yue2-3B-GGUF

audio-cpp · 3B · 2026
3
F
Too heavyFP8 · ~3.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (audio-cpp/Yue2-3B-GGUF). VRAM/quant/disk figures are estimated from parameter count — review and refine.

44.1 kHz7.8 GB disk16 GB RAM ✓cc-by-nc-4.0
TTSHugging Face

Kizagan-TTS-v1.0

AlicanKiraz0 · 2.3B · 2026
3
F
Too heavyFP8 · ~2.3 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (AlicanKiraz0/Kizagan-TTS-v1.0). VRAM/quant/disk figures are estimated from parameter count — review and refine.

24 kHz6 GB disk16 GB RAM ✓apache-2.0
MusicHugging Face

midashenglm-gen

mispeech · 2.9B · 2026
3
F
Too heavyFP8 · ~2.9 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (mispeech/midashenglm-gen). VRAM/quant/disk figures are estimated from parameter count — review and refine.

44.1 kHz7.5 GB disk16 GB RAM ✓apache-2.0
MusicHugging Face

stable-audio-3-medium-base

stabilityai · 2.3B · 2026
3
F
Too heavyFP8 · ~2.3 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (stabilityai/stable-audio-3-medium-base). VRAM/quant/disk figures are estimated from parameter count — review and refine.

44.1 kHz6 GB disk16 GB RAM ✓other
MusicHugging Face

magenta-realtime-2

magenta-community · 2.5B · 2026
3
F
Too heavyFP8 · ~2.5 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (magenta-community/magenta-realtime-2). VRAM/quant/disk figures are estimated from parameter count — review and refine.

44.1 kHz6.4 GB disk16 GB RAM ✓apache-2.0
MusicHugging Face

YuE2-3B-MLX

ahmadw · 3B · 2026
3
F
Too heavyFP8 · ~3.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (ahmadw/YuE2-3B-MLX). VRAM/quant/disk figures are estimated from parameter count — review and refine.

44.1 kHz7.8 GB disk16 GB RAM ✓cc-by-nc-4.0
VideoHugging Face

LTX-Video-2B-CoreAI

mlboydaisuke · 2B · 2026
3
F
Too heavyFP8 · ~2.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (mlboydaisuke/LTX-Video-2B-CoreAI). VRAM/quant/disk figures are estimated from parameter count — review and refine.

720p5.2 GB disk16 GB RAM ✓other
ImageHugging Face★ ~2B Cosmos DiT anime/illustration base; runs on ≲6–7GB VRAM unquantized.

Anima

CircleStone Labs · 2B · 2026
3
F
Too heavyFP8 · ~5.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Anime-focused 2B text-to-image model from CircleStone Labs using NVIDIA Cosmos-Predict2-2B-Text2Image architecture, optimized for anime and illustration rather than realism.

1280×704 default (inherits…moderate; DiT slower than SDXL on V100.5.6 GB disk16 GB RAM ✓CircleStone Labs Non-Commercial License.
TTSHugging Face★ Autoregressive TTS with speech-to-mel and BigVGAN vocoder.

IndexTTS-2.5

IndexTeam · 2.3B · 2026
3
F
Too heavyBF16 · ~8.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Zero-shot text-to-speech model that clones a voice from a single reference clip. It supports Chinese, English, Japanese, Spanish, and Arabic with cross-lingual voice transfer and emotion control.

22.05 kHz monofast on modern GPUs5.5 GB disk16 GB RAM ✓Unknown
ImageComfyUI

Hunyuan-DiT

Tencent · 1.5B · 2024
2
F
Too heavyFP8 · ~4.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Bilingual (Chinese + English) DiT. Strong at Chinese text rendering, light to run.

1024×102411 GB disk16 GB RAM ✓Tencent Hunyuan Community
VideoComfyUI

Stable Video Diffusion

Stability AI · 1.5B · 2023
2
F
Too heavyFP8 · ~6.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Image-to-video, ~14–25 frames at 576×1024. The original consumer-friendly local video model.

576×1024 · 25 frames10 GB disk16 GB RAM ✓Stability AI Non-Commercial
VideoComfyUI

Wan 2.1 T2V 1.3B

Alibaba · 1.3B · 2025
2
F
Too heavyFP8 · ~5.5 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Tiny T2V. The most compatible video model — fits on 8GB GPUs. Apache-licensed.

480p9 GB disk16 GB RAM ✓Apache 2.0
VideoComfyUI

SkyReels V2 1.3B

Skywork AI · 1.3B · 2025
2
F
Too heavyFP8 · ~8.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Lightweight successor with infinite-length generation. Fits on 8 GB GPUs.

540p10 GB disk16 GB RAM ✓Apache 2.0
ImageHugging Face

SANA 1.5

NVIDIA Labs · 1.6B · 2025
2
F
Too heavyINT8 · ~5.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Linear DiT that generates up to 4K images on as little as 8 GB. Tiny weights, massive output.

Up to 4Kfast9 GB disk16 GB RAM ✓NVIDIA Source Code (Non-Commercial)
TTSHugging Face

Bark

Suno · 0.9B · 2023
2
F
Too heavyLow-VRAM · ~2.5 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Generates speech, laughter, sighs, music — all from a text prompt. Quirky but expressive.

24 kHz · 14s5 GB disk16 GB RAM ✓MIT
TTSHugging Face

Parler-TTS Mini

HuggingFace + Parler · 0.88B · 2024
2
F
Too heavyINT8 · ~3.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Prompt-controlled TTS — describe the voice in natural language ('young woman, warm, slow').

44.1 kHz · 30s3 GB disk8 GB RAM ✓Apache 2.0
TTSHugging Face

Sesame CSM 1B

Sesame · 1B · 2025
2
F
Too heavyINT8 · ~6.5 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Conversational speech model — context-aware prosody for dialogue agents.

24 kHz · streaming5 GB disk16 GB RAM ✓Apache 2.0
TTSHugging Face

Fish Speech 1.5

Fish Audio · 1.4B · 2024
2
F
Too heavyINT8 · ~7.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Multilingual zero-shot voice cloning. Strong on Chinese, Japanese, Korean.

44.1 kHz · 30s6.5 GB disk16 GB RAM ✓CC BY-NC-SA 4.0
MusicHugging Face

MusicGen Medium

Meta · 1.5B · 2023
2
F
Too heavyINT8 · ~4.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Mid-tier MusicGen. Faster than Large, slightly less rich.

32 kHz · 30s4.5 GB disk8 GB RAM ✓CC BY-NC 4.0 (non-commercial)
MusicHugging Face

Stable Audio Open 1.0

Stability AI · 1.21B · 2024
2
F
Too heavyINT8 · ~5.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Sound effects, ambient textures, short instrumental loops up to 47 s.

44.1 kHz · 47s4 GB disk16 GB RAM ✓Stability AI Community
MusicHugging Face

Stable Audio Open 1.5

Stability AI · 1.5B · 2025
2
F
Too heavyINT8 · ~6.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Refined sound design model. Cleaner ambient textures, tighter SFX.

44.1 kHz · 47s5 GB disk16 GB RAM ✓Stability AI Community
MusicHugging Face

DiffRhythm

ASLP-lab · 1.5B · 2025
2
F
Too heavyINT8 · ~5.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Latent-diffusion full-song generator. End-to-end. 8 GB minimum with chunked inference.

44.1 kHz · 4 min6 GB disk16 GB RAM ✓Apache 2.0
TTSHugging Face

Qwen3-TTS-12Hz-0.6B-Base

Qwen · 0.9B · 2026
2
F
Too heavyFP16 · ~1.8 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (Qwen/Qwen3-TTS-12Hz-0.6B-Base). VRAM/quant/disk figures are estimated from parameter count — review and refine.

24 kHz2.3 GB disk16 GB RAM ✓apache-2.0
TTSHugging Face

Qwen3-TTS-12Hz-0.6B-CustomVoice

Qwen · 0.9B · 2026
2
F
Too heavyFP16 · ~1.8 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (Qwen/Qwen3-TTS-12Hz-0.6B-CustomVoice). VRAM/quant/disk figures are estimated from parameter count — review and refine.

24 kHz2.3 GB disk16 GB RAM ✓apache-2.0
ImageHugging Face

clark-air-sana-1.6b-1.58bit

clark-labs · 1.6B · 2026
2
F
Too heavyFP16 · ~3.2 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (clark-labs/clark-air-sana-1.6b-1.58bit). VRAM/quant/disk figures are estimated from parameter count — review and refine.

1024×10244.2 GB disk16 GB RAM ✓apache-2.0
VideoHugging Face

FastWan-QAD-FP8-1.3B

FastVideo · 1.4B · 2026
2
F
Too heavyFP16 · ~2.8 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (FastVideo/FastWan-QAD-FP8-1.3B). VRAM/quant/disk figures are estimated from parameter count — review and refine.

720p3.6 GB disk16 GB RAM ✓apache-2.0
TTSHugging Face★ Runs in-browser and on very small devices.

sanoTTS

Ampixa · 1.8B · 2026
2
F
Too heavyFP16 · ~3.7 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Tiny neural text-to-speech voices from Ampixa. The repo packages multiple standalone voices and supports browser, Python, and Arduino-style local inference.

24 kHzvery fast4.8 GB disk8 GB RAM ✓gpl-3.0
TTSHugging Face★ 14-language zero-shot cross-lingual voice cloning TTS.

Confucius4-TTS

NetEase Youdao · 1.3B · 2026
2
F
Too heavyFP16 · ~10.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Multilingual LLM-based text-to-speech system with zero-shot cross-lingual voice cloning and a learnable speaker encoder.

22.05 kHznear realtime on 24 GB5.4 GB disk16 GB RAM ✓apache-2.0
TTSHugging Face★ Built on 0.5B Llama backbone.

Chatterbox

Resemble AI · 1.1B · 2025
2
F
Too heavyFP8 · ~8.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Production-grade open-source text-to-speech model family with English and multilingual variants, supporting zero-shot voice cloning and emotion control.

24 kHzreal-time capable13.9 GB disk16 GB RAM ✓mit
ImageComfyUI

Stable Diffusion 1.5

Stability AI / RunwayML · 0.86B · 2022
1
F
Too heavyFP8 · ~1.2 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

The classic. Tiny, fast, runs on almost anything. Massive ecosystem of LoRAs and fine-tunes.

512×512very fast4.5 GB disk8 GB RAM ✓CreativeML Open RAIL-M
ImageComfyUI

Stable Diffusion 2.1

Stability AI · 0.86B · 2022
1
F
Too heavyFP8 · ~1.4 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Successor to SD 1.5 with native 768px training. Smaller community than 1.5 but still light on hardware.

768×768very fast5.5 GB disk8 GB RAM ✓CreativeML Open RAIL++-M
ImageComfyUI

PixArt-Σ

PixArt-α team · 0.6B · 2024
1
F
Too heavyFP8 · ~4.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Featherweight 0.6B DiT with T5-XXL encoder. Beautiful 4K output for the param count.

Up to 4K11.5 GB disk16 GB RAM ✓OpenRAIL++
TTSHugging Face

Chatterbox Turbo

Resemble AI · 0.35B · 2025
1
F
Too heavyINT8 · ~1.5 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

350 M model with a 1-step distilled decoder. Sub-200 ms latency for production agents.

44.1 kHz · streamingreal-time2 GB disk8 GB RAM ✓MIT
TTSHugging Face

F5-TTS

SWivid · 0.33B · 2024
1
F
Too heavyINT8 · ~3.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Flow-matching TTS with strong voice cloning from a 6-second reference clip.

24 kHz · 30s2.5 GB disk16 GB RAM ✓CC BY-NC 4.0
TTSHugging Face

XTTS v2

Coqui · 0.47B · 2023
1
F
Too heavyFP16 · ~4.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Multi-language voice cloning from 6 seconds of reference audio. 17 languages.

24 kHz · streaming2.5 GB disk8 GB RAM ✓Coqui Public Model License
TTSHugging Face

Spark-TTS 0.5B

SparkAudio · 0.5B · 2025
1
F
Too heavyINT8 · ~2.5 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Tiny LLM-driven zero-shot voice cloning. 4 GB VRAM, runs comfortably on most GPUs.

24 kHz · streaming3 GB disk8 GB RAM ✓Apache 2.0
TTSHugging Face

Kani-TTS 2

Kani · 0.4B · 2025
1
F
Too heavyFP16 · ~3.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

400 M streaming TTS on a Liquid LFM2 backbone with NVIDIA NanoCodec. 3 GB VRAM end-to-end.

24 kHz · streamingreal-time2 GB disk8 GB RAM ✓Apache 2.0
MusicHugging Face

MusicGen Small

Meta · 0.3B · 2023
1
F
Too heavyFP16 · ~3.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Tiny MusicGen for fast prototyping. Runs on a 4 GB GPU.

32 kHz · 30sfast1 GB disk8 GB RAM ✓CC BY-NC 4.0 (non-commercial)
MusicHugging Face

Magenta RealTime

Google Magenta · 0.8B · 2025
1
F
Too heavyINT8 · ~3.5 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Live, prompt-steerable instrumental generation. Optimized for streaming.

44.1 kHz · streamingreal-time4 GB disk8 GB RAM ✓Apache 2.0
TTSHugging Face

OmniVoice

k2-fsa · 0.6B · 2026
1
F
Too heavyFP16 · ~1.2 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (k2-fsa/OmniVoice). VRAM/quant/disk figures are estimated from parameter count — review and refine.

24 kHz1.6 GB disk16 GB RAM ✓apache-2.0
TTSHugging Face

Irodori-TTS-v4.1-Anime

phasefield-audio · 0.8B · 2026
1
F
Too heavyFP16 · ~1.5 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (phasefield-audio/Irodori-TTS-v4.1-Anime). VRAM/quant/disk figures are estimated from parameter count — review and refine.

24 kHz2 GB disk16 GB RAM ✓mit
TTSHugging Face

Irodori-TTS-500M-v3

Aratako · 0.5B · 2026
1
F
Too heavyFP16 · ~1.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (Aratako/Irodori-TTS-500M-v3). VRAM/quant/disk figures are estimated from parameter count — review and refine.

24 kHz1.3 GB disk16 GB RAM ✓mit
MusicHugging Face

stable-audio-3-small-music

stabilityai · 0.6B · 2026
1
F
Too heavyFP16 · ~1.1 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (stabilityai/stable-audio-3-small-music). VRAM/quant/disk figures are estimated from parameter count — review and refine.

44.1 kHz1.4 GB disk16 GB RAM ✓other
TTSHugging Face

sarashina2.2-tts

sbintuitions · 0.8B · 2026
1
F
Too heavyFP16 · ~1.6 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (sbintuitions/sarashina2.2-tts). VRAM/quant/disk figures are estimated from parameter count — review and refine.

24 kHz2.1 GB disk16 GB RAM ✓Unknown
MusicHugging Face

stable-audio-3-small-sfx

stabilityai · 0.6B · 2026
1
F
Too heavyFP16 · ~1.1 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (stabilityai/stable-audio-3-small-sfx). VRAM/quant/disk figures are estimated from parameter count — review and refine.

44.1 kHz1.4 GB disk16 GB RAM ✓other
MusicHugging Face

stable-audio-3-small-music-base

stabilityai · 0.6B · 2026
1
F
Too heavyFP16 · ~1.1 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (stabilityai/stable-audio-3-small-music-base). VRAM/quant/disk figures are estimated from parameter count — review and refine.

44.1 kHz1.4 GB disk16 GB RAM ✓other
MusicHugging Face

stable-audio-3-small-sfx-base

stabilityai · 0.6B · 2026
1
F
Too heavyFP16 · ~1.1 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (stabilityai/stable-audio-3-small-sfx-base). VRAM/quant/disk figures are estimated from parameter count — review and refine.

44.1 kHz1.4 GB disk16 GB RAM ✓other
MusicHugging Face

magenta-realtime-2-small

magenta-community · 0.3B · 2026
1
F
Too heavyFP16 · ~0.6 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (magenta-community/magenta-realtime-2-small). VRAM/quant/disk figures are estimated from parameter count — review and refine.

44.1 kHz0.8 GB disk16 GB RAM ✓apache-2.0
TTSHugging Face★ Supports 11 Indian languages.

IndicF5

AI4Bharat · 0.351B · 2025
1
F
Too heavyFP16 · ~2.5 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

IndicF5 is a near-human polyglot text-to-speech model for 11 Indian languages. It generates speech from a reference prompt audio and matching text.

24 kHzlightweight on consumer GPUs1.4 GB disk8 GB RAM ✓mit
ImageComfyUI

Stable Diffusion 3.5 Large

Stability AI · 8B · 2024
0
F
Too heavyQ4 GGUF · ~8.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Stability's flagship 8B MMDiT. Sharp text, strong composition. Triple text encoder (CLIP-L, CLIP-G, T5-XXL).

1024×102420 GB diskRAM tight · −15Stability AI Community
ImageComfyUI

AuraFlow v0.3

Fal.ai · 6.8B · 2024
0
F
Too heavyFP8 · ~9.5 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Truly open-source flow-matching model. The largest fully Apache-licensed image model.

1024×102416 GB diskRAM tight · −15Apache 2.0
ImageComfyUI

FLUX.1 schnell

Black Forest Labs · 12B · 2024
0
F
Too heavyQ4 GGUF · ~7.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

4-step distilled FLUX. The fastest way to get FLUX-tier quality. Apache-licensed.

1024×1024fast33 GB diskRAM tight · −15Apache 2.0
ImageComfyUI★ Flagship FLUX

FLUX.1 dev

Black Forest Labs · 12B · 2024
0
F
Too heavyQ4 GGUF · ~7.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

The model to beat. State-of-the-art prompt adherence and photorealism. Hungry but worth it.

1024×102433 GB diskRAM tight · −15FLUX.1 Non-Commercial
EditComfyUI

FLUX.1 Kontext dev

Black Forest Labs · 12B · 2025
0
F
Too heavyQ4 GGUF · ~7.5 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Image editing variant of FLUX. Reference image + prompt → edited result.

1024×102433 GB diskRAM tight · −15FLUX.1 Non-Commercial
ImageComfyUI

HiDream-I1

HiDream-ai · 17B (8.5B active) · 2025
0
F
Too heavyQ4 GGUF · ~11.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Hybrid DiT + MoE. Beats Flux on several benchmarks. MIT-licensed for any use.

1024×102438 GB diskRAM tight · −15MIT
ImageComfyUI

Qwen-Image

Alibaba · 20B · 2025
0
F
Too heavyQ4 GGUF · ~14.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

20B MMDiT from Alibaba. Best-in-class text rendering — handles paragraphs of text in images.

1328×132845 GB diskRAM low · −25Apache 2.0
EditComfyUI

Qwen-Image-Edit

Alibaba · 20B · 2025
0
F
Too heavyQ4 GGUF · ~14.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Edit variant of Qwen-Image. Replace, add, restyle objects via natural prompts.

1328×132845 GB diskRAM low · −25Apache 2.0
ImageComfyUI

Hunyuan Image 2.1

Tencent · 17B · 2025
0
F
Too heavyQ4 GGUF · ~11.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Tencent's 17B image flagship. Strong at composition and Chinese text.

1024×102436 GB diskRAM tight · −15Tencent Hunyuan Community
ImageComfyUI★ 84B MoE giant

Hunyuan Image 3

Tencent · 84B (13B active) · 2025
0
F
Too heavyQ4 GGUF · ~32.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Massive 84B MoE image model with 13B active. Quality rivals closed-source flagships. Needs serious hardware.

1024×1024180 GB diskRAM low · −25Tencent Hunyuan Community
ImageComfyUI★ Next-gen FLUX

FLUX.2 dev

Black Forest Labs · 32B · 2025
0
F
Too heavyQ4 GGUF · ~22.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Successor to FLUX.1 dev. Higher fidelity, longer context. Heavy hardware required.

1024×102472 GB diskRAM low · −25FLUX.2 Non-Commercial
ImageComfyUI

ERNIE-Image

Baidu · 10B · 2025
0
F
Too heavyFP8 · ~12.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Baidu's 10B image model. Strong at Chinese prompts and stylized output.

1024×102422 GB diskRAM tight · −15Baidu Community
EditComfyUI

HiDream-E1.1

HiDream-ai · 17B (8.5B active) · 2025
0
F
Too heavyQ4 GGUF · ~11.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Editing variant of HiDream-I1. Same MoE backbone tuned for image editing.

1024×102436 GB diskRAM tight · −15MIT
VideoComfyUI

Wan 2.1 T2V 14B

Alibaba · 14B · 2025
0
F
Too heavyQ4 GGUF · ~12.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Full-size Wan T2V. Strong motion, 720p output. Quantization makes it viable down to 12GB.

720p30 GB diskRAM tight · −15Apache 2.0
VideoComfyUI

Wan 2.1 I2V 14B

Alibaba · 14B · 2025
0
F
Too heavyQ4 GGUF · ~12.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Image-to-video flagship. Best open I2V motion in early 2025.

720p30 GB diskRAM tight · −15Apache 2.0
VideoComfyUI★ Best open video < 8B

Wan 2.2 TI2V 5B

Alibaba · 5B · 2025
0
F
Too heavyQ4 GGUF · ~7.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Unified text + image to video. Best-in-class T2V/I2V at 5B. Fits on a 24GB GPU at FP16.

720p13 GB diskRAM tight · −15Apache 2.0
VideoComfyUI

Wan 2.2 T2V A14B (MoE)

Alibaba · 27B (14B active) · 2025
0
F
Too heavyQ4 GGUF · ~18.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

MoE flagship — 27B total / 14B active. Top open-video quality.

720p56 GB diskRAM low · −25Apache 2.0
VideoComfyUI

LTX-2

Lightricks · 8B · 2026
0
F
Too heavyDistilled FP8 · ~12.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Successor to LTX-Video. 4K-capable on high-end hardware. Distilled variants run on 12GB.

1080p–4K28 GB diskRAM tight · −15Lightricks Open License
VideoComfyUI

HunyuanVideo

Tencent · 13B · 2024
0
F
Too heavyQ4 GGUF · ~12.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

13B T2V — closest open rival to Sora at release. Slow but cinematic.

720p50 GB diskRAM tight · −15Tencent Hunyuan Community
VideoComfyUI★ Consumer-friendly Hunyuan

HunyuanVideo 1.5

Tencent · 8.3B · 2025
0
F
Too heavyQ4 GGUF · ~9.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Lighter, sharper successor. 8.3B params, 14GB minimum, runs on consumer GPUs.

720p22 GB diskRAM tight · −15Tencent Hunyuan Community
VideoComfyUI

Mochi 1

Genmo · 10B · 2024
0
F
Too heavyQ4 GGUF · ~9.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

10B asymmetric DiT. Ambitious motion. Apache-licensed for any use.

480p–720p22 GB diskRAM tight · −15Apache 2.0
VideoComfyUI

Pyramid Flow

Pyramid Flow team · 2B · 2024
0
F
Too heavyFP8 · ~8.5 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Pyramidal flow-matching for efficient long videos. Strong T2V quality at 2B.

768p · 10s11 GB diskRAM tight · −15MIT
ImageComfyUI

Chroma 1 HD

lodestones (community) · 8.9B · 2025
0
F
Too heavyQ4 GGUF · ~5.5 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Community 8.9B distillation of FLUX.1-schnell, fully Apache 2.0. Strong photographic quality with no commercial restrictions.

1024×102424 GB diskRAM tight · −15Apache 2.0
ImageComfyUI

FLUX.1 [klein]

Black Forest Labs · 9B · 2025
0
F
Too heavyQ4 GGUF · ~5.5 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Apache-licensed 9B distillation of FLUX.1. Smaller and lighter than schnell while keeping FLUX-tier prompt adherence.

1024×1024fast24 GB diskRAM tight · −15Apache 2.0
ImageComfyUI

FLUX.2 [klein] 9B

Black Forest Labs · 9B · 2025
0
F
Too heavyQ4 GGUF · ~5.5 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

The larger Apache-licensed FLUX.2. 9B params, sharper detail than the 4B variant.

1024×102424 GB diskRAM tight · −15Apache 2.0
VideoComfyUI

SkyReels V1

Skywork AI · 13.8B · 2025
0
F
Too heavyQ4 GGUF · ~12.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Human-centric video foundation model based on HunyuanVideo. Up to 12 s clips at 24 fps, 544×960. Strong at faces and motion.

544×960 · 12 s50 GB diskRAM tight · −15Apache 2.0
VideoComfyUI

SkyReels V2 14B

Skywork AI · 14B · 2025
0
F
Too heavyQ4 GGUF · ~12.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Flagship infinite-length video model derived from Wan 2.1 14B. Top-tier open-source motion at 720p.

720p30 GB diskRAM tight · −15Apache 2.0
ImageHugging Face

Cosmos-Predict2 2B Text2Image

NVIDIA · 2B · 2025
0
F
Too heavyFP8 · ~14.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Physics-aware text-to-image — coherent geometry and lighting, tuned for sim/robotics.

1024×102422 GB diskRAM tight · −15NVIDIA Open Model License
VideoHugging Face

Cosmos-Predict2 2B Video2World

NVIDIA · 2B · 2025
0
F
Too heavyFP8 · ~18.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

World-model T2V/I2V. Generates physics-consistent motion. Heavy VRAM appetite.

720p · 16fps28 GB diskRAM tight · −15NVIDIA Open Model License
TTSHugging Face★ Best ultra-light TTS

Kokoro 82M

hexgrad · 0.082B · 2025
0
F
Too heavyFP32 CPU · ~0.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Featherweight TTS that punches way above its weight. Sub-300 ms inference, runs on CPU.

24 kHz · streamingreal-time1 GB disk8 GB RAM ✓Apache 2.0
MusicHugging Face

YuE 7B

Multimodal Art Projection · 7B · 2025
0
F
Too heavyQ4 GGUF (GP) · ~6.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Suno-style full-song generation with synchronized lyrics + vocals. Up to 5-minute tracks.

44.1 kHz · up to 5 min18 GB diskRAM tight · −15Apache 2.0
VideoHugging Face

WAN2.2-14B-Rapid-AllInOne

Phr00t · 14B · 2025
0
F
Too heavyQ4 GGUF · ~8.4 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (Phr00t/WAN2.2-14B-Rapid-AllInOne). VRAM/quant/disk figures are estimated from parameter count — review and refine.

720p36.4 GB diskRAM tight · −15apache-2.0
EditHugging Face

Qwen-Image-Edit-2509

Qwen · 20.4B · 2025
0
F
Too heavyQ4 GGUF · ~12.3 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (Qwen/Qwen-Image-Edit-2509). VRAM/quant/disk figures are estimated from parameter count — review and refine.

1024×102453.2 GB diskRAM low · −25apache-2.0
EditHugging Face

Qwen-Image-Edit-2511

Qwen · 20.4B · 2025
0
F
Too heavyQ4 GGUF · ~12.3 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (Qwen/Qwen-Image-Edit-2511). VRAM/quant/disk figures are estimated from parameter count — review and refine.

1024×102453.2 GB diskRAM low · −25apache-2.0
EditHugging Face

HunyuanImage-3.0-Instruct

tencent · 83B · 2025
0
F
Too heavyQ4 GGUF · ~49.8 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (tencent/HunyuanImage-3.0-Instruct). VRAM/quant/disk figures are estimated from parameter count — review and refine.

1024×1024215.8 GB diskRAM low · −25other
VideoHugging Face

Wan2.2-I2V-A14B

Wan-AI · 14B · 2025
0
F
Too heavyQ4 GGUF · ~8.4 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (Wan-AI/Wan2.2-I2V-A14B). VRAM/quant/disk figures are estimated from parameter count — review and refine.

720p36.4 GB diskRAM tight · −15apache-2.0
ImageHugging Face

ideogram-4-fp8

ideogram-ai · 9.3B · 2026
0
F
Too heavyQ4 GGUF · ~5.6 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (ideogram-ai/ideogram-4-fp8). VRAM/quant/disk figures are estimated from parameter count — review and refine.

1024×102424.2 GB diskRAM tight · −15other
VideoHugging Face

Wan2.2-T2V-A14B

Wan-AI · 14B · 2025
0
F
Too heavyQ4 GGUF · ~8.4 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (Wan-AI/Wan2.2-T2V-A14B). VRAM/quant/disk figures are estimated from parameter count — review and refine.

720p36.4 GB diskRAM tight · −15apache-2.0
ImageHugging Face

Krea-2-Turbo

krea · 12.8B · 2026
0
F
Too heavyQ4 GGUF · ~7.7 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (krea/Krea-2-Turbo). VRAM/quant/disk figures are estimated from parameter count — review and refine.

1024×102433.3 GB diskRAM tight · −15other
EditHugging Face

FLUX.2-klein-base-9B

black-forest-labs · 9.1B · 2026
0
F
Too heavyQ4 GGUF · ~5.4 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (black-forest-labs/FLUX.2-klein-base-9B). VRAM/quant/disk figures are estimated from parameter count — review and refine.

1024×102423.7 GB diskRAM tight · −15other
VideoHugging Face

FastVideo-FastH3-4-step-Preview-v1-VSA-DataFree

FastVideo · 35B · 2026
0
F
Too heavyQ4 GGUF · ~21.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (FastVideo/FastVideo-FastH3-4-step-Preview-v1-VSA-DataFree). VRAM/quant/disk figures are estimated from parameter count — review and refine.

720p91.1 GB diskRAM low · −25other
VideoHugging Face

krea-realtime-video

krea · 14.3B · 2025
0
F
Too heavyQ4 GGUF · ~8.6 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (krea/krea-realtime-video). VRAM/quant/disk figures are estimated from parameter count — review and refine.

720p37.2 GB diskRAM tight · −15apache-2.0
EditHugging Face

FLUX.2-klein-9B-GGUF

unsloth · 9B · 2026
0
F
Too heavyQ4 GGUF · ~5.4 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (unsloth/FLUX.2-klein-9B-GGUF). VRAM/quant/disk figures are estimated from parameter count — review and refine.

1024×102423.4 GB diskRAM tight · −15other
ImageHugging Face

Krea-2-Raw

krea · 12.8B · 2026
0
F
Too heavyQ4 GGUF · ~7.7 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (krea/Krea-2-Raw). VRAM/quant/disk figures are estimated from parameter count — review and refine.

1024×102433.3 GB diskRAM tight · −15other
EditHugging Face

FLUX.2-klein-9b-fp8

black-forest-labs · 9B · 2026
0
F
Too heavyQ4 GGUF · ~5.4 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (black-forest-labs/FLUX.2-klein-9b-fp8). VRAM/quant/disk figures are estimated from parameter count — review and refine.

1024×102423.4 GB diskRAM tight · −15other
EditHugging Face

FLUX.2-klein-9b-kv

black-forest-labs · 9.1B · 2026
0
F
Too heavyQ4 GGUF · ~5.4 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (black-forest-labs/FLUX.2-klein-9b-kv). VRAM/quant/disk figures are estimated from parameter count — review and refine.

1024×102423.7 GB diskRAM tight · −15other
TTSHugging Face

MisoTTS

MisoLabs · 8.2B · 2026
0
F
Too heavyQ4 GGUF · ~4.9 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (MisoLabs/MisoTTS). VRAM/quant/disk figures are estimated from parameter count — review and refine.

24 kHz21.3 GB diskRAM tight · −15other
ImageHugging Face

flux2-klein-9b-uncensored-text-encoder

ponpoke · 8.2B · 2026
0
F
Too heavyQ4 GGUF · ~4.9 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (ponpoke/flux2-klein-9b-uncensored-text-encoder). VRAM/quant/disk figures are estimated from parameter count — review and refine.

1024×102421.3 GB diskRAM tight · −15other
EditHugging Face

FLUX.2-klein-base-9b-fp8

black-forest-labs · 9B · 2026
0
F
Too heavyQ4 GGUF · ~5.4 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (black-forest-labs/FLUX.2-klein-base-9b-fp8). VRAM/quant/disk figures are estimated from parameter count — review and refine.

1024×102423.4 GB diskRAM tight · −15other
VideoHugging Face

JoyAI-Echo

jdopensource · 19B · 2026
0
F
Too heavyQ4 GGUF · ~11.4 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (jdopensource/JoyAI-Echo). VRAM/quant/disk figures are estimated from parameter count — review and refine.

720p49.4 GB diskRAM low · −25other
VideoHugging Face

Wan2.2-T2V-A14B-Diffusers

Wan-AI · 14.3B · 2025
0
F
Too heavyQ4 GGUF · ~8.6 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (Wan-AI/Wan2.2-T2V-A14B-Diffusers). VRAM/quant/disk figures are estimated from parameter count — review and refine.

720p37.2 GB diskRAM tight · −15apache-2.0
MusicHugging Face

VibeVoice-Large-Q8

FabioSarracino · 9.3B · 2025
0
F
Too heavyQ4 GGUF · ~5.6 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (FabioSarracino/VibeVoice-Large-Q8). VRAM/quant/disk figures are estimated from parameter count — review and refine.

44.1 kHz24.3 GB diskRAM tight · −15mit
VideoHugging Face

FastVideo-FastH3-8-Step-V2

FastVideo · 35B · 2026
0
F
Too heavyQ4 GGUF · ~21.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (FastVideo/FastVideo-FastH3-8-Step-V2). VRAM/quant/disk figures are estimated from parameter count — review and refine.

720p91.1 GB diskRAM low · −25other
MusicHugging Face

acestep-captioner

ACE-Step · 10.7B · 2026
0
F
Too heavyQ4 GGUF · ~6.4 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (ACE-Step/acestep-captioner). VRAM/quant/disk figures are estimated from parameter count — review and refine.

44.1 kHz28 GB diskRAM tight · −15mit
VideoHugging Face

LTX-2.5-Diffusers

Lightricks · 19B · 2026
0
F
Too heavyQ4 GGUF · ~11.4 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (Lightricks/LTX-2.5-Diffusers). VRAM/quant/disk figures are estimated from parameter count — review and refine.

720p49.4 GB diskRAM low · −25other
EditHugging Face

Eyes_Direction_Lora_Flux2Klein9B

eric-venti-seeds · 9B · 2026
0
F
Too heavyQ4 GGUF · ~5.4 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (eric-venti-seeds/Eyes_Direction_Lora_Flux2Klein9B). VRAM/quant/disk figures are estimated from parameter count — review and refine.

1024×102423.4 GB diskRAM tight · −15mit
MusicHugging Face

MOSS-SoundEffect

OpenMOSS-Team · 8.4B · 2026
0
F
Too heavyQ4 GGUF · ~5.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (OpenMOSS-Team/MOSS-SoundEffect). VRAM/quant/disk figures are estimated from parameter count — review and refine.

44.1 kHz21.7 GB diskRAM tight · −15apache-2.0
ImageHugging Face

Qwen-Image-2.1-PE-T2I

Qwen · 9.4B · 2026
0
F
Too heavyQ4 GGUF · ~5.6 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (Qwen/Qwen-Image-2.1-PE-T2I). VRAM/quant/disk figures are estimated from parameter count — review and refine.

1024×102424.4 GB diskRAM tight · −15other
VideoHugging Face

LTX-2.3-22B-DISTILLED-1.1-GGUF

Abiray · 22B · 2026
0
F
Too heavyQ4 GGUF · ~13.2 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (Abiray/LTX-2.3-22B-DISTILLED-1.1-GGUF). VRAM/quant/disk figures are estimated from parameter count — review and refine.

720p57.2 GB diskRAM low · −25other
ImageHugging Face

Flux2-Klein-9B-True-V3

wikeeyang · 9B · 2026
0
F
Too heavyQ4 GGUF · ~5.4 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (wikeeyang/Flux2-Klein-9B-True-V3). VRAM/quant/disk figures are estimated from parameter count — review and refine.

1024×102423.4 GB diskRAM tight · −15apache-2.0
TTSHugging Face

pocket-tts-farsi-v2

mehdi-hf · 0.1B · 2026
0
F
Too heavyFP16 · ~0.5 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (mehdi-hf/pocket-tts-farsi-v2). VRAM/quant/disk figures are estimated from parameter count — review and refine.

24 kHz0.7 GB disk16 GB RAM ✓cc-by-nc-4.0
TTSHugging Face

Kokoro-7M-Distill

oddadmix · 0B · 2026
0
F
Too heavyFP16 · ~0.5 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (oddadmix/Kokoro-7M-Distill). VRAM/quant/disk figures are estimated from parameter count — review and refine.

24 kHz0.7 GB disk16 GB RAM ✓apache-2.0
EditHugging Face

JoyAI-Image-Edit-Plus-Diffusers

jdopensource · 16.3B · 2026
0
F
Too heavyQ4 GGUF · ~9.8 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (jdopensource/JoyAI-Image-Edit-Plus-Diffusers). VRAM/quant/disk figures are estimated from parameter count — review and refine.

1024×102442.3 GB diskRAM low · −25apache-2.0
VideoHugging Face★ Official 22B release with distilled and upscale weights.

LTX-2.3

Lightricks · 22B · 2026
0
F
Too heavyQ4 GGUF · ~12.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Image-to-video model with synchronized audio generation. The official card describes LTX-2.3 as a significant update to LTX-2 with improved audio and visual quality and prompt adherence.

720p · ~5 sfast on 24 GB46.2 GB diskRAM low · −25Unknown
VideoHugging Face★ Community-distributed uncensored LTX-2.3-based 9B video model.[3][4][14][15]

Sulphur 2

SulphurAI · 9B · 2026
0
F
Too heavyBF16 LoRA · ~2.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Uncensored 9B text-to-video and image-to-video model built on LTX 2.3 with integrated prompt enhancer and distill LoRAs for faster sampling on local hardware.[3][4][9][14][15]

720p · 10 sheavy, faster with distill LoRA106 GB diskRAM low · −25Unknown
VideoHugging Face★ Open-weight multimodal video+audio model from Lightricks.[1][5]

LTX-2.5

Lightricks · 22B · 2026
0
F
Too heavyINT8 · ~30.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Multimodal generative model that creates synchronized video and audio from text, image, and video inputs for local execution and fine-tuning.[1][5][12]

720p · 10–20 s video with…slow on 24 GB71.7 GB diskRAM tight · −15Unknown
TTSHugging Face★ 99M-parameter multilingual TTS, 31 languages.

Supertonic 3

Supertone · 0.099B · 2026
0
F
Too heavyFP32 · ~2.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Multilingual ONNX text-to-speech model running locally, supporting 31 languages with expression tags like laugh and breath.

44.1 kHzvery fast on CPU0.4 GB disk8 GB RAM ✓openrail
TTSHugging Face★ Unified zero-shot TTS and speech editing in one model.

AuK

Tencent · 3.1B (1.5B active) · 2026
0
F
Too heavyFP8 · ~6.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

AuK is a 1.5B open-source speech foundation model for text-to-speech and speech editing via natural-language instructions.

24 kHzmoderate on 16 GB6.8 GB diskRAM tight · −15mit
VideoHugging Face★ Built on Wan2.1; ComfyUI support exists.

SCAIL-2

zai-org · 32.8B (14B active) · 2026
0
F
Too heavyNVFP4 · ~16.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Open-source model for end-to-end controlled character animation. The official docs say it supports character animation and in-video character replacement, with 512p and 704p workflows.

512p / 704p · variable lengthslow on 24 GB81.2 GB diskRAM low · −25mit
TTSHugging Face★ Complete text-to-waveform stack under 5M parameters including vocoder.

Inflect-Nano-v1

owensong · 0.005B · 2026
0
F
Too heavyFP8 · ~0.5 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Tiny English text-to-speech model providing a full text-to-waveform pipeline under 5M parameters at 24 kHz, with a single male voice.

24 kHzreal-time on CPUs1.3 GB disk8 GB RAM ✓apache-2.0
VideoHugging Face★ Official FP8 22B dev and distilled checkpoints for LTX-2.3.

LTX-2.3 FP8

Lightricks · 22B · 2026
0
F
Too heavyFP8 distilled · ~16.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

DiT-based generative model that produces synchronized audio-video clips from text or image inputs, released as FP8 checkpoints for local inference.

720p · up to ~20 sfast on 16–24 GB60 GB diskRAM tight · −15Unknown
VideoHugging Face★ 6-DoF camera control

SANA-WM

Efficient-Large-Model · 18.9B · 2026
0
F
Too heavyFP8 · ~24.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

A 2.6B-parameter image-to-video world model that generates 720p, minute-scale videos with 6-DoF camera control. This repo ships the bidirectional checkpoint and refiner components.

720p · 60 sslow on 24 GB64.7 GB diskRAM low · −25apache-2.0
ImageHugging Face★ Tiny 100M DiT T2I model trained on FLUX-Reason-6M.

Supra2-IMG

SupraLabs · 0.21B (0.104B active) · 2026
0
F
Too heavyFP16 · ~3.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Tiny 100M-parameter diffusion transformer text-to-image model trained from scratch on synthetic data, using Flan-T5-Base text encoder and SD-VAE-FT-MSE VAE at 256×256 resolution.

256×256very fast0.4 GB disk8 GB RAM ✓apache-2.0
VideoHugging Face★ 22B DiT world model with Gemma4 12B text encoder

LTX-2.5-Pre-Trained

Lightricks · 22B · 2026
0
F
Too heavyINT8 · ~28.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Open-weights 22B world model that turns images plus text into short videos with bundled audio and video VAEs.

720p · 10 sslow on 24 GB70.1 GB diskRAM low · −25Unknown
TTSHugging Face★ Around 202M parameters and real-time CPU streaming.

ZeroTTS

ZeroWeight AI · 0.2B · 2026
0
F
Too heavyFP32 · ~2.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Vietnamese zero-shot text-to-speech model in ONNX format, optimized for real-time local CPU inference with bundled voices and a MOSS codec decoder.

48 kHzvery fast0.9 GB disk8 GB RAM ✓mit
MusicHugging Face★ Includes CPU, TFLite, MLX and ONNX builds for small and medium models.

Stable Audio 3 Optimized

Stability AI · 1.4B · 2026
0
F
Too heavyFP32 · ~6.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Optimized Stable Audio 3 checkpoints for music and sound effects generation, including small and medium DiT transformers plus SAME-L autoencoder variants for faster local inference.

44.1 kHz stereo · 6 min 20 sfast on modern GPUs5.8 GB diskRAM tight · −15Unknown
VideoHugging Face★ First public causal world model from Aether AI (16B).

CausalWM

AetherLabs-AI · 16B · 2026
0
F
Too heavyFP8 · ~24.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

CausalWM is Aether AI’s 16B-parameter causal world model that generates realistic future video frames from input images by explicitly modeling object motion and 3D geometry changes.

720p · 10 sslow on 24 GB38 GB diskRAM low · −25Unknown
ImageHugging Face★ Ships with multiple official style LoRAs and Turbo distilled model for fast inference.

Krea 2

Comfy-Org · 12B · 2026
0
F
Too heavyNVFP4 · ~7.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Krea 2 is a high-end text-to-image diffusion model with Raw and Turbo variants, using a Qwen3-VL-4B text encoder and Krea Image VAE for ComfyUI workflows.

1024×1024fast with Turbo FP8118.1 GB diskRAM tight · −15Unknown
VideoHugging Face

MiniMax-H3

MiniMaxAI · 33.1B · 2026
0
F
Too heavyQ4 GGUF · ~19.9 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Auto-added from Hugging Face (MiniMaxAI/MiniMax-H3). VRAM/quant/disk figures are estimated from parameter count — review and refine.

720p86.1 GB diskRAM low · −25Unknown
VideoHugging Face★ Standalone renderer without MLLM planner.

Bernini-R

ByteDance · 14B · 2026
0
F
Too heavyFP8 · ~24.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

Standalone DiT-based video renderer from ByteDance for text-to-video and related video generation tasks, derived from Wan2.2-T2V-A14B and released with open weights under Apache-2.0.

720p · 10 sslow on 24 GB120 GB diskRAM low · −25apache-2.0
VideoHugging Face★ 13.6B DiT video model for long 720p clips.

LongCat-Video

Meituan LongCat · 13.6B · 2025
0
F
Too heavyFP8 · ~12.0 GB
VRAM headroomInfinity% used · ~0.0 steps/s proxy

13.58B-parameter open-source diffusion transformer video generator supporting text-to-video, image-to-video and video continuation at up to 720p 30 fps.

720p · 5 min · 30 fpsslow on 24 GB73.3 GB diskRAM tight · −15mit
Methodology

No magic. Just math you can audit.

We compute every model’s VRAM at FP16, FP8, and Q4 GGUF; add a 10% KV-cache safety margin and a 0.5 GB runtime overhead; then check fit against your GPU. Speed comes from a bandwidth-bound model (steps/s ≈ bandwidth ÷ model size × efficiency). All client-side.

See the formulas
Models tracked
184
GPUs in DB
103
Categories
Image · Video · TTS · Music
Quant levels
FP16 · FP8 · Q4