NEWMVS for embeddings. Managed for files. Both on object storage.Vectors or files. Pick a path.Start →

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Vector Store (MVS)

Bring your own vectors. Dense, sparse, and BM25 search on object storage.

Managed Indexing

Connect a bucket and auto-extract scenes, faces, OCR, transcripts, and embeddings.

Build

Compose multi-stage search in <100ms: filter, join, rerank.

Feature Extractors

Typed pipelines for faces, scenes, transcripts, OCR, fingerprints.

S3, GCS, R2, Mux, LangChain, MCP, and more. Connect your stack.

Generate and store embeddings from 50+ models, then search them.

By Industry

Talent search, brand safety, creative analytics.

Scene search, recommendation, archive access.

Visual search, PDP enrichment, catalog QA.

Lecture search, transcript Q&A, content safety.

View all solutions →

By Use Case

Face & Person Search

Find anyone across video libraries in milliseconds.

IP & Copyright Detection

Logos, songs, faces: one pipeline, one report.

Visual Taste & Recs

Scene-similarity ranked recommendations with RL.

Brand & Ad Safety

Pre-publish content screening at bid-time speeds.

View all use cases →

Build

API reference, SDKs, recipes, and architecture guides.

Launches, deep dives, and field notes from our engineers.

Browse supported HuggingFace models by task and modality.

See what teams are building with Mixpeek.

Education

Multimodal University

Fundamentals of multimodal retrieval, modules + certs.

Every term you need: embeddings to re-rankers.

Talks, demos, and customer sessions on demand.

Mixpeek vs. Pinecone, Weaviate, Twelve Labs, more.

Mission, team, and the multimodal vision.

We're hiring across research, infra, and design.

Talk to sales, support, or press.

White-glove 30-day production pilot for new customers.

Sign in Request Demo Start free →

Image To Image Models

Browse AI models for multimodal decomposition and recomposition pipelines — plug any model into your extractors.

240 models available

Schedule Demo Read Documentation

Showing 25–48 of 240 models

Image To Image

QuantStack/Qwen-Image-Edit-2509-GGUF

60K

340

gguf

Image To Image

timbrooks/instruct-pix2pix

58K

1,176

diffusers

Image To Image

ovedrive/qwen-image-edit-4bit

52K

37

diffusers

Image To Image

black-forest-labs/FLUX.2-klein-9b-fp8

45K

222

diffusers

Image To Image

tencent/HunyuanImage-3.0-Instruct

43K

990

Image To Image

jdopensource/JoyAI-Image-Edit-Diffusers

42K

14

diffusers

Image To Image

dx8152/Flux2-Klein-9B-Consistency

36K

415

diffusers

Image To Image

diffusers/FLUX.2-dev-bnb-4bit

33K

31

diffusers

Image To Image

meituan-longcat/LongCat-Image-Edit

31K

177

transformers

Image To Image

FireRedTeam/FireRed-Image-Edit-1.1

30K

256

diffusers

Image To Image

black-forest-labs/FLUX.2-klein-base-9b-fp8

30K

134

diffusers

Image To Image

tonera/FLUX.2-klein-4B-int8-diffusers

29K

1

diffusers

Image To Image

caidas/swin2SR-classical-sr-x2-64

29K

44

transformers

Image To Image

meituan-longcat/LongCat-Image-Edit-Turbo

28K

68

transformers

Image To Image

prithivMLmods/Qwen-Image-Edit-2511-Ultra-Realistic-Portrait

28K

66

diffusers

Image To Image

dx8152/Qwen-Image-Edit-2509-Fusion

26K

253

diffusers

Image To Image

ScottzillaSystems/qwen-image-edit-plus-nsfw-lora

25K

31

diffusers

Image To Image

lllyasviel/sd-controlnet-canny

24K

247

diffusers

Image To Image

caidas/swin2SR-realworld-sr-x4-64-bsrgan-psnr

24K

21

transformers

Image To Image

QuantStack/Qwen-Image-Edit-GGUF

21K

286

gguf

Image To Image

lovis93/next-scene-qwen-image-lora-2509

19K

620

diffusers

Image To Image

prithivMLmods/Qwen-Image-Edit-2511-Unblur-Upscale

19K

140

diffusers

Image To Image

silveroxides/FLUX.2-dev-fp8_scaled

19K

72

diffusion-single-file

Image To Image

prithivMLmods/Qwen-Image-Edit-2511-Hyper-Realistic-Portrait

19K

25

diffusers

...

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