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

Start here

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

Map, search, and reuse the moments that perform. Plugs into iconik & Mux.

IAB 3.1 classification, brand suitability, creative analysis.

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 & evaluate

API reference, SDKs, recipes, and architecture guides.

Complete use cases as namespace configurations, with the outcome and the proof.

Browse supported HuggingFace models by task and modality.

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

See what teams are building with Mixpeek.

Learn

Best-of comparisons: vector DBs, embedding models, moderation APIs.

Vendor-neutral deep dives on perception, retrieval, and embeddings.

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

Papers behind multimodal search (MUVERA, SAM 3, and more) explained.

Every term you need: embeddings to re-rankers.

Videos, diagrams & university →

Mission, team, and the multimodal vision.

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

Talk to sales, support, or press.

45-min working session on your data: leave with a running notebook.

One-click templates Pricing

Sign in Request Demo Get started →

Translation Models

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

403 models available

Run models on your own files, free Schedule Demo Read Documentation

Showing 49-72 of 403 models

Translation

Helsinki-NLP/opus-mt-tr-en

29K

61

transformers

Translation

tencent/Hy-MT2-1.8B

28K

1,253

transformers

Translation

IndexTeam/Index-Translate-9B-GGUF

28K

16

llama.cpp

Translation

tencent/Hy-MT2-30B-A3B-GGUF

28K

23

transformers

Translation

ai4bharat/indictrans2-indic-en-dist-200M

27K

45

transformers

Translation

facebook/mbart-large-en-ro

26K

6

transformers

Translation

Helsinki-NLP/opus-mt-en-tl

26K

2

transformers

Translation

Helsinki-NLP/opus-mt-bg-en

25K

2

transformers

Translation

NHNDQ/nllb-finetuned-en2ko

23K

25

transformers

Translation

Helsinki-NLP/opus-mt-sv-en

22K

14

transformers

Translation

utrobinmv/t5_translate_en_ru_zh_small_1024

20K

42

transformers

Translation

Helsinki-NLP/opus-mt-tc-big-en-pt

20K

34

transformers

Translation

tencent/HY-MT1.5-1.8B-GGUF

19K

114

transformers

Translation

alirezamsh/small100

19K

111

transformers

Translation

Helsinki-NLP/opus-mt-en-it

18K

17

transformers

Translation

Helsinki-NLP/opus-mt-en-hi

18K

41

transformers

Translation

tencent/HY-MT1.5-7B-GGUF

18K

60

transformers

Translation

JustFrederik/nllb-200-distilled-600M-ct2-int8

17K

2

transformers

Translation

mradermacher/Hunyuan-MT-7B-GGUF

16K

17

transformers

Translation

facebook/wmt19-ru-en

16K

26

transformers

Translation

Helsinki-NLP/opus-mt-gmq-en

16K

1

transformers

Translation

facebook/mbart-large-cc25

15K

71

transformers

Translation

Mungert/Hunyuan-MT-7B-GGUF

13K

6

transformers

Translation

Helsinki-NLP/opus-mt-tc-big-sh-en

13K

transformers

...

3 / 17

Previous

Connectors

Next

Retrievers

What's new in models

All models

Every model page in one place, 433 in total.