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.

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 & evaluate

API reference, SDKs, recipes, and architecture guides.

Browse supported HuggingFace models by task and modality.

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

Media & data converters: no account, runs in your browser.

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.

Sign in Request Demo Get started →

Fill Mask Models

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

303 models available

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

Showing 241-264 of 303 models

Fill Mask

FacebookAI/xlm-mlm-ende-1024

11K

1

transformers

Fill Mask

asafaya/bert-base-arabic

11K

40

transformers

Fill Mask

medicalai/ClinicalBERT

11K

377

transformers

Fill Mask

Daehun/peptide_tuned_ESM-2

10K

transformers

Fill Mask

nlpie/bio-tinybert

10K

4

transformers

Fill Mask

tbs17/MathBERT

10K

27

transformers

Fill Mask

aubmindlab/bert-large-arabertv2

10K

12

transformers

Fill Mask

AIMH/mental-longformer-base-4096

10K

2

transformers

Fill Mask

TurkuNLP/bert-base-finnish-cased-v1

10K

10

transformers

Fill Mask

cardiffnlp/twitter-roberta-base-2022-154m

10K

6

transformers

Fill Mask

jjzha/jobbert-base-cased

10K

21

transformers

Fill Mask

dbmdz/bert-base-italian-uncased

10K

8

transformers

Fill Mask

GottBERT/GottBERT_base_last

10K

17

transformers

Fill Mask

InstaDeepAI/nucleotide-transformer-2.5b-multi-species

10K

47

transformers

Fill Mask

vinai/xphonebert-base

10K

21

transformers

Fill Mask

nlpaueb/bert-base-greek-uncased-v1

10K

38

transformers

Fill Mask

neulab/codebert-cpp

10K

11

transformers

Fill Mask

llm-jp/lllm-jp-roberta-random-init

10K

transformers

Fill Mask

alger-ia/dziribert

10K

26

transformers

Fill Mask

macwiatrak/bacformer-large-masked-complete-genomes

10K

1

transformers

Fill Mask

YYLY66/mRNABERT

10K

6

transformers

Fill Mask

aaronfeller/PeptideCLM-23M-all

10K

1

transformers

Fill Mask

arampacha/roberta-tiny

10K

2

transformers

Fill Mask

pysentimiento/robertuito-base-uncased

10K

14

transformers

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Retrievers

What's new in models

Jun 22, 2026200+ model pages and new retrieval deep-divesExpanded the model catalog with enriched pages (architecture, benchmarks, Mixpeek SDK examples, and pipeline pairings) across embedding, vision-language, video, audio, OCR, and reranking models: plus new vendor-neutral guides on Matryoshka embeddings, reasoning rerankers, and retrieval feedback loops.