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 →

Zero Shot Classification Models

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

302 models available

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

Showing 289-302 of 302 models

Zero Shot Classification

claritylab/zero-shot-implicit-binary-bert

10

4

zeroshot_classifier

Zero Shot Classification

mjwong/gte-multilingual-base-xnli

10

Zero Shot Classification

omsh97/Industry_Project_v2

10

Zero Shot Classification

AyoubChLin/BART-mnli_cnn_256

10

transformers

Zero Shot Classification

sileod/deberta-v3-xsmall-tasksource-nli

9

3

transformers

Zero Shot Classification

knowledgator/gliclass-large-v1.0-lw

9

3

transformers

Zero Shot Classification

sknow-lab/Qwen2.5-14B-CIC-SciCite-GGUF

9

1

transformers

Zero Shot Classification

MoritzLaurer/deberta-v3-base-mnli-fever-anli-ling-wanli-binary

9

1

transformers

Zero Shot Classification

knowledgator/gliclass-small-v1.0-init

8

5

transformers

Zero Shot Classification

asadfgglie/mDeBERTa-v3-base-xnli-multilingual-zeroshot-v3.0-only-non-nli

8

1

Zero Shot Classification

morit/arabic_xlm_xnli

8

transformers

Zero Shot Classification

mjwong/bge-large-en-mnli-anli

8

transformers

Zero Shot Classification

mlburnham/deberta-v3-base-polistance-affect-v1.0

7

1

transformers

Zero Shot Classification

adriansanz/test23042024_v2

7

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.