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ATH-MaaS/Ovis-Omni-Embedding-3B
Feature Extraction • Updated • 594 • 58 -
ATH-MaaS/Ovis-VL-Embedding-2B
Feature Extraction • Updated • 574 • 37 -
ATH-MaaS/Ovis-VL-Embedding-9B
Feature Extraction • Updated • 472 • 41 -
Ovis-Embedding: Pushing the Frontiers of Universal Omni-Modal Embeddings
Paper • 2609.25165 • Published • 77
AI & ML interests
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Papers
SpatialOPSD: Self-Distilling Spatial Intelligence from Verified Coding Agent Traces
V-CoLA: Vision Token Compression with Linear Attention
Organization Card
Welcome to ATH-MaaS 🌍
ATH-MaaS is the Model-as-a-Service team within Alibaba Token Hub (ATH), Alibaba’s unified AI business group. We build efficient, open platforms and technical infrastructure that bridge frontier AI research and scalable real-world deployment. Our work spans multimodal understanding and generation, large language models, speech, and agentic systems.
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ATH-MaaS/Ovis-Omni-Embedding-3B
Feature Extraction • Updated • 594 • 58 -
ATH-MaaS/Ovis-VL-Embedding-2B
Feature Extraction • Updated • 574 • 37 -
ATH-MaaS/Ovis-VL-Embedding-9B
Feature Extraction • Updated • 472 • 41 -
Ovis-Embedding: Pushing the Frontiers of Universal Omni-Modal Embeddings
Paper • 2609.25165 • Published • 77
spaces 18
Running on Zero
Agents
Featured
115
OvisOCR2
🔎
Stream structured Markdown from document images and PDFs.
Running on Zero
Agents
Featured
83
Ovis Image 7B
🖼
Official demo for Ovis-Image
Runtime error
Agents
9
CHATS
🚀
The demo for CHATS-SDXL text-to-image generation model
Running on Zero
Agents
Featured
179
Ovis2.5 9B
📊
High-accuracy vision & reasoning for complex tasks
Running on Zero
Agents
Featured
174
Ovis U1 3B
🎨
Demo for multimodal understanding and generation
models 62
ATH-MaaS/Ovis-VL-Embedding-9B
Feature Extraction • Updated • 472 • 41
ATH-MaaS/Ovis-VL-Embedding-2B
Feature Extraction • Updated • 574 • 37
ATH-MaaS/Ovis-Omni-Embedding-3B
Feature Extraction • Updated • 594 • 58
ATH-MaaS/OvisOCR2
Image-Text-to-Text • 0.9B • Updated • 240k • • 481
ATH-MaaS/Lumen_wmt26
Updated • 3
ATH-MaaS/OvisOCR
Image-Text-to-Text • 1B • Updated • 236 • 16
ATH-MaaS/CaptchaMind-7B
8B • Updated • 130 • 3
ATH-MaaS/Marco-DeepResearch-8B-FP8
Text Generation • 8B • Updated • 16
ATH-MaaS/Marco-DeepResearch-8B-i1-GGUF
Text Generation • 8B • Updated • 560 • 7
ATH-MaaS/Marco-DeepResearch-8B-GGUF
Text Generation • 8B • Updated • 525 • 6
datasets 8
ATH-MaaS/CSEMOTIONS
Viewer • Updated • 4.16k • 1.44k • 34
ATH-MaaS/HSCodeComp
Viewer • Updated • 632 • 649 • 12
ATH-MaaS/Marco_Longspeech
Preview • Updated • 502 • 18
ATH-MaaS/Captcha
Viewer • Updated • 82.4k • 850
ATH-MaaS/HalloMTBench
Viewer • Updated • 6.91k • 45 • 7
ATH-MaaS/DeepWideSearch
Preview • Updated • 1.01k • 11
ATH-MaaS/Marco-Bench-MIF
Preview • Updated • 457 • 3
ATH-MaaS/Parrot-dataset
Viewer • Updated • 25.1k • 956 • 7