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.

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.

Sign in Request Demo Get started →

Fill Mask Models

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

340 models available

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

Showing 73-96 of 340 models

Fill Mask

weiweishi/roc-bert-base-zh

106K

5

transformers

Fill Mask

FacebookAI/xlm-mlm-en-2048

103K

1

transformers

Fill Mask

studio-ousia/luke-base

103K

21

transformers

Fill Mask

nlpaueb/sec-bert-base

101K

36

transformers

Fill Mask

moha/arabert_c19

100K

1

transformers

Fill Mask

flaubert/flaubert_base_cased

99K

10

transformers

Fill Mask

facebook/xlm-v-base

98K

39

transformers

Fill Mask

deepmind/language-perceiver

98K

21

transformers

Fill Mask

microsoft/codebert-base-mlm

96K

46

transformers

Fill Mask

junnyu/roformer_chinese_small

94K

2

transformers

Fill Mask

moussaKam/mbarthez

93K

8

transformers

Fill Mask

microsoft/graphcodebert-base

92K

92

transformers

Fill Mask

DeepChem/ChemBERTa-77M-MLM

91K

29

transformers

Fill Mask

hfl/chinese-macbert-large

79K

56

transformers

Fill Mask

dmis-lab/biobert-base-cased-v1.2

77K

55

transformers

Fill Mask

dbmdz/bert-base-italian-xxl-cased

76K

30

transformers

Fill Mask

kykim/bert-kor-base

74K

38

transformers

Fill Mask

google-bert/bert-large-cased

74K

38

transformers

Fill Mask

tohoku-nlp/bert-base-japanese-char-v2

73K

6

transformers

Fill Mask

KBLab/bert-base-swedish-cased

72K

17

transformers

Fill Mask

dbmdz/bert-base-german-cased

72K

27

transformers

Fill Mask

monologg/distilkobert

67K

7

transformers

Fill Mask

Synthyra/ESMplusplus_small

67K

20

transformers

Fill Mask

nlpaueb/bert-base-uncased-contracts

67K

33

transformers

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Every model page in one place, 390 in total.