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.

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.

338 models available

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

Showing 1-24 of 338 models

Fill Mask

google-bert/bert-base-uncased

52.3M

2,989

transformers

Fill Mask

FacebookAI/xlm-roberta-base

21.4M

895

transformers

Fill Mask

FacebookAI/roberta-base

8.6M

640

transformers

Fill Mask

distilbert/distilbert-base-uncased

7.1M

1,156

transformers

Fill Mask

FacebookAI/roberta-large

6.3M

319

transformers

Fill Mask

answerdotai/ModernBERT-base

4.8M

1,092

transformers

Fill Mask

microsoft/mdeberta-v3-base

4.2M

235

transformers

Fill Mask

google-bert/bert-base-multilingual-uncased

4.1M

159

transformers

Fill Mask

FacebookAI/xlm-roberta-large

3.8M

527

transformers

Fill Mask

google-bert/bert-base-cased

3.7M

371

transformers

Fill Mask

microsoft/deberta-v3-base

2.9M

440

transformers

Fill Mask

biohub/ESMC-6B

2.2M

30

transformers

Fill Mask

emilyalsentzer/Bio_ClinicalBERT

2.2M

439

transformers

Fill Mask

google-bert/bert-base-multilingual-cased

1.8M

603

transformers

Fill Mask

neuralmind/bert-large-portuguese-cased

1.6M

74

transformers

Fill Mask

microsoft/deberta-v3-large

1.5M

287

transformers

Fill Mask

answerdotai/ModernBERT-large

1.4M

481

transformers

Fill Mask

distilbert/distilroberta-base

1.4M

180

transformers

Fill Mask

microsoft/BiomedNLP-BiomedBERT-base-uncased-abstract

1.4M

96

transformers

Fill Mask

facebook/esm2_t33_650M_UR50D

1.3M

88

transformers

Fill Mask

almanach/camembert-base

916K

103

transformers

Fill Mask

albert/albert-base-v2

908K

148

transformers

Fill Mask

dominguesm/legal-bert-base-cased-ptbr

728K

15

transformers

Fill Mask

microsoft/deberta-v3-small

674K

78

transformers

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Every model page in one place, 375 in total.