THE MODEL DIRECTORY

Every listing. A closer look.

2,842 catalog records, ordered by name. Each profile has its own link and shows where the information came from. 717 repeat listings (training checkpoints, adapters, other formats and duplicate cloud entries, each shown on its main model’s page) and listings with no published task, size, or price are left out unless you search for them. Show all 3,559

Models A–Z

Page 30 of 60 · Coverage limits

inclusionAI · Downloadable

M2-Reasoning

Capabilities unconfirmed

A specialized research model. See the model card for its intended task and supported setup.

Listed Jul 2, 20258.4B parameters

Microsoft · Downloadable

Mage-ViT

Video understandingEmbeddings

Turns content into numerical representations for semantic search and retrieval.

Listed Jul 26, 2026316M parameters

Microsoft · Downloadable

Mage-VL

VisionVideo understanding

Understands text and images and responds in text.

Listed Jul 25, 20264.7B parameters

Google · Downloadable

magenta-realtime-2

Audio generation

Works with speech or audio. Check the model card for transcription and generation capabilities.

Listed May 28, 2026Size not disclosed

Microsoft · Downloadable

MagenticBrain

Text generation

Generates text for conversations and writing.

Listed May 12, 202615B parameters

Mistral AI · Downloadable

Magistral-Small-2506

Text generation

Generates text, according to its published model architecture (MistralForCausalLM). No task is listed on Hugging Face, so check the model card for intended use.

+1 other format

Listed Jun 4, 202524B parameters

Mistral AI · Downloadable

Magistral-Small-2507

Text generation

Generates text, according to its published model architecture (MistralForCausalLM). No task is listed on Hugging Face, so check the model card for intended use.

Listed Jul 18, 202524B parameters

Mistral AI · Downloadable

Magistral-Small-2509

Capabilities unconfirmed

A specialized research model. See the model card for its intended task and supported setup.

Listed Sep 12, 202524B parameters

Microsoft · Downloadable

Magma-8B

Robotics

Hugging Face lists its task as robotics. See the model card for supported inputs and setup.

Listed Feb 23, 20258B parameters

Microsoft · Downloadable

MAI-DS-R1

Text generation

Generates text for conversations and writing.

Listed Apr 16, 2025671B parameters

Tongyi · Alibaba · Downloadable

MAI-Gym-9B

Capabilities unconfirmed

A specialized research model. See the model card for its intended task and supported setup.

Listed Oct 16, 20269B parameters

Tongyi · Alibaba · Downloadable

MAI-UI-2B

Capabilities unconfirmed

A specialized research model. See the model card for its intended task and supported setup.

Listed Dec 25, 20252B parameters

Tongyi · Alibaba · Downloadable

MAI-UI-8B

Vision

Understands text and images and responds in text.

Listed Dec 25, 20258B parameters

Microsoft · Downloadable

maira-2-sae

Embeddings

Turns content into numerical representations for semantic search and retrieval.

Listed Jun 25, 2025Size not disclosed

Mistral AI · Downloadable

Mamba-Codestral-7B-v0.1

Capabilities unconfirmed

A specialized research model. See the model card for its intended task and supported setup.

Listed Jul 16, 20247B parameters

LightOn · Downloadable

mambaoutai

Text generation

Generates text for conversations and writing.

Listed Mar 18, 20241.6B parameters

Meta · Downloadable

map-anything

Vision3D generationDepth estimation

Creates 3D assets. Check the model card for supported inputs and output formats.

Listed Sep 8, 20251.2B parameters

Meta · Downloadable

map-anything-apache

Vision3D generationDepth estimation

Creates 3D assets. Check the model card for supported inputs and output formats.

Listed Sep 8, 20251.2B parameters

Meta · Downloadable

map-anything-apache-v1

Vision3D generationDepth estimation

Creates 3D assets. Check the model card for supported inputs and output formats.

Listed Dec 18, 2025563M parameters

Meta · Downloadable

map-anything-v1

Vision3D generationDepth estimation

Creates 3D assets. Check the model card for supported inputs and output formats.

Listed Dec 18, 2025563M parameters

OpenBMB · Downloadable

MathForm-8B

Text generation

Generates text for conversations and writing.

Listed Aug 14, 20268B parameters

Z.ai · Downloadable

MathGLM-Vision-19B

Capabilities unconfirmed

A specialized research model. See the model card for its intended task and supported setup.

Listed Dec 5, 202419B parameters

Mistral AI · Downloadable

Mathstral-7B-v0.1

Text generation

Generates text, according to its published model architecture (MistralForCausalLM). No task is listed on Hugging Face, so check the model card for intended use.

Listed Jul 16, 20247B parameters

BAAI · Downloadable

Matroyshka-ReRanker-beir

Text generation

Generates text, according to its published model architecture (CostWiseMistralForCausalLM). No task is listed on Hugging Face, so check the model card for intended use.

Listed May 21, 20257.1B parameters

BAAI · Downloadable

Matroyshka-ReRanker-document

Text generation

Generates text, according to its published model architecture (CostWiseMistralForCausalLM). No task is listed on Hugging Face, so check the model card for intended use.

Listed May 21, 20257.1B parameters

BAAI · Downloadable

Matroyshka-ReRanker-passage

Text classification

Hugging Face lists its task as text classification. See the model card for supported inputs and setup.

Listed May 21, 20257.1B parameters

Moondream · Downloadable

md3p-int4

Vision

A specialized research model. See the model card for its intended task and supported setup.

Listed Dec 16, 20252.5B parameters

LightOn · Downloadable

mDenseOn

Embeddings

Turns content into numerical representations for semantic search and retrieval.

Listed Jun 22, 2026307M parameters

LightOn · Downloadable

mDenseOn-unsupervised

Embeddings

Turns content into numerical representations for semantic search and retrieval.

Listed Jul 9, 2026307M parameters

Google · Downloadable

medasr

TranscriptionAudio understanding

Works with speech or audio. Check the model card for transcription and generation capabilities.

Listed Dec 18, 2025105M parameters

Google · Downloadable

medgemma-1.5-4b-it

Vision

Understands text and images and responds in text.

Listed Jan 7, 20264B parameters

Google · Downloadable

medgemma-27b-it

VisionImage classification

Understands text and images and responds in text.

Listed Jul 9, 202527B parameters

Google · Downloadable

medgemma-27b-text-it

Text generation

Generates text for conversations and writing.

Listed May 19, 202527B parameters

Google · Downloadable

medgemma-4b-it

Vision

Understands text and images and responds in text.

Listed May 19, 20254B parameters

Google · Downloadable

medgemma-4b-pt

Vision

Understands text and images and responds in text.

Listed May 19, 20254B parameters

Microsoft · Downloadable

MediPhi

Text generation

Generates text for conversations and writing.

Listed Feb 3, 20253.8B parameters

Microsoft · Downloadable

MediPhi-Clinical

Text generation

Generates text for conversations and writing.

Listed May 29, 20253.8B parameters

Microsoft · Downloadable

MediPhi-Guidelines

Text generation

Generates text for conversations and writing.

Listed May 30, 20253.8B parameters

Microsoft · Downloadable

MediPhi-Instruct

Text generation

Generates text for conversations and writing.

Listed Jul 11, 20253.8B parameters

Microsoft · Downloadable

MediPhi-MedCode

Text generationCoding

Designed for coding and software tasks. Generates text for conversations and writing.

Listed May 29, 20253.8B parameters

Microsoft · Downloadable

MediPhi-MedWiki

Text generation

Generates text for conversations and writing.

Listed May 30, 20253.8B parameters

Microsoft · Downloadable

MediPhi-PubMed

Text generation

Generates text for conversations and writing.

Listed May 28, 20253.8B parameters

Google · Downloadable

medsiglip-448

VisionImage classification

Hugging Face lists its task as zero-shot image classification. See the model card for supported inputs and setup.

Listed Jul 9, 2025878M parameters

JetBrains · Downloadable

Mellum-4b-base

Text generation

Generates text for conversations and writing.

Listed Apr 28, 20254B parameters

JetBrains · Downloadable

Mellum-4b-dpo-all

Text generation

Generates text for conversations and writing.

Listed Sep 30, 20254B parameters

JetBrains · Downloadable

Mellum-4b-dpo-python

Text generation

Generates text for conversations and writing.

Listed Sep 30, 20254B parameters

JetBrains · Downloadable

Mellum-4b-sft-all

Text generation

Generates text for conversations and writing.

Listed Jul 7, 20254B parameters

JetBrains · Downloadable

Mellum-4b-sft-kotlin

Text generation

Generates text for conversations and writing.

Listed May 19, 20254B parameters

Listing dates are source catalog dates, not verified public releases. This growing library does not yet cover every released model.