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

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.

408 models available

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

Showing 241-264 of 408 models

Translation

OpenNMT/nllb-200-distilled-1.3B-ct2-int8

2K

15

transformers

Translation

allegro/plt5-base

2K

8

transformers

Translation

Helsinki-NLP/opus-mt-fi-sv

2K

transformers

Translation

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

2K

Translation

mradermacher/Hypa-Gemma4-E2B-v1-GGUF

2K

1

transformers

Translation

Helsinki-NLP/opus-mt-fr-de

2K

transformers

Translation

yanolja/YanoljaNEXT-Rosetta-12B-2510-GGUF

2K

1

llama-cpp

Translation

mradermacher/Hypa-Gemma4-E2B-v1-i1-GGUF

2K

1

transformers

Translation

Helsinki-NLP/opus-mt-hu-en

2K

2

transformers

Translation

Helsinki-NLP/opus-mt-tn-en

2K

transformers

Translation

Helsinki-NLP/opus-mt-en-da

2K

3

transformers

Translation

IndexTeam/Index-Nailong-9B-GGUF

2K

1

llama.cpp

Translation

Helsinki-NLP/opus-mt-mk-en

2K

1

transformers

Translation

Helsinki-NLP/opus-mt-de-es

2K

transformers

Translation

ByteDance-Seed/Seed-X-PPO-7B

2K

303

Translation

Xenova/opus-mt-ko-en

2K

transformers.js

Translation

Xenova/opus-mt-fr-en

2K

1

transformers.js

Translation

yanolja/YanoljaNEXT-Rosetta-4B-2511

2K

10

transformers

Translation

mradermacher/gaon-1.7b-v2-translate-i1-GGUF

2K

transformers

Translation

Rohith04/ct2fast_m2m100_418M

2K

3

transformers

Translation

mradermacher/OmniTranslate-1.1-i1-GGUF

2K

transformers

Translation

Helsinki-NLP/opus-mt-en-sv

2K

9

transformers

Translation

mlx-community/Hy-MT2-1.8B-4bit

2K

5

mlx

Translation

mradermacher/Sugoi-14B-Ultra-HF-i1-GGUF

2K

7

transformers

......

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Every model page in one place, 434 in total.