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Papers
UMEM: Unified Memory Extraction and Management Framework for Generalizable Memory
Table-as-Search: Formulate Long-Horizon Agentic Information Seeking as Table Completion
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.
spaces 18
Running on Zero
Agents
Featured
107
OvisOCR2
🔎
Stream structured Markdown from document images and PDFs.
Sleeping
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 59
ATH-MaaS/OvisOCR2
Image-Text-to-Text • 0.9B • Updated • 131k • 456
ATH-MaaS/Lumen_wmt26
Updated • 3
ATH-MaaS/OvisOCR
Image-Text-to-Text • 1B • Updated • 242 • 16
ATH-MaaS/CaptchaMind-7B
8B • Updated • 52 • 3
ATH-MaaS/Marco-DeepResearch-8B-FP8
Text Generation • 8B • Updated • 8
ATH-MaaS/Marco-DeepResearch-8B-i1-GGUF
Text Generation • 8B • Updated • 739 • 5
ATH-MaaS/Marco-DeepResearch-8B-GGUF
Text Generation • 8B • Updated • 460 • 5
ATH-MaaS/Ovis-Image-7B
Text-to-Image • 7B • Updated • 867 • • 207
ATH-MaaS/Ovis2.6-80B-A3B
Image-Text-to-Text • 81B • Updated • 76 • 67
ATH-MaaS/Marco-DeepResearch-8B
Text Generation • 8B • Updated • 451 • 34
datasets 8
ATH-MaaS/CSEMOTIONS
Viewer • Updated • 4.16k • 1.09k • 33
ATH-MaaS/HSCodeComp
Viewer • Updated • 632 • 753 • 12
ATH-MaaS/Marco_Longspeech
Preview • Updated • 1.63k • 18
ATH-MaaS/Captcha
Viewer • Updated • 82.4k • 1.12k
ATH-MaaS/HalloMTBench
Viewer • Updated • 6.91k • 95 • 7
ATH-MaaS/DeepWideSearch
Preview • Updated • 925 • 11
ATH-MaaS/Marco-Bench-MIF
Preview • Updated • 406 • 3
ATH-MaaS/Parrot-dataset
Viewer • Updated • 25.1k • 990 • 7