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 145-168 of 340 models

Fill Mask

ai4bharat/IndicBERTv2-MLM-only

26K

10

transformers

Fill Mask

ku-nlp/deberta-v2-tiny-japanese-char-wwm

26K

transformers

Fill Mask

PlanTL-GOB-ES/roberta-base-biomedical-clinical-es

25K

19

transformers

Fill Mask

InstaDeepAI/nucleotide-transformer-v2-50m-multi-species

25K

9

transformers

Fill Mask

Davlan/afro-xlmr-large-76L

25K

5

transformers

Fill Mask

MMADS/MoralFoundationsClassifier

25K

2

transformers

Fill Mask

dandelin/vilt-b32-mlm

25K

13

transformers

Fill Mask

KB/bert-base-swedish-cased

25K

26

transformers

Fill Mask

Synthyra/Profluent-E1-300M

24K

1

transformers

Fill Mask

pucpr/biobertpt-all

24K

31

transformers

Fill Mask

google/electra-small-generator

24K

14

transformers

Fill Mask

westlake-repl/SaProt_650M_PDB

23K

4

transformers

Fill Mask

biohub/ESMC-600M

22K

16

transformers

Fill Mask

nreimers/MiniLMv2-L6-H384-distilled-from-BERT-Large

22K

1

transformers

Fill Mask

vinai/phobert-large

22K

14

transformers

Fill Mask

multimolecule/rinalmo-giga

22K

multimolecule

Fill Mask

InstaDeepAI/NTv3_650M_pre

21K

6

transformers

Fill Mask

biohub/ESMC-300M-step1500k

21K

transformers

Fill Mask

biohub/ESMC-300M-step1000k

21K

transformers

Fill Mask

thomas-sounack/BioClinical-ModernBERT-large

21K

14

transformers

Fill Mask

biohub/ESMC-300M

21K

5

transformers

Fill Mask

biohub/ESMC-600M-step1500k

21K

transformers

Fill Mask

biohub/ESMC-600M-step1000k

21K

transformers

Fill Mask

microsoft/deberta-large

21K

20

transformers

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Every model page in one place, 390 in total.