arxiv:2609.37501
Dipankar Sarkar PRO
dipankarsarkar
AI & ML interests
Building the AI-native stack. Agents as infrastructure, safety as architecture, performance as plumbing. I publish the receipts: papers, datasets, demos.
Recent Activity
reacted to prithivMLmods's post with š„ about 4 hours ago
OneDecision-VisionGuard-Demo is now available on Hugging Face Spaces!
š¤ Space: https://huggingface.co/spaces/prithivMLmods/OneDecision-VisionGuard-Demo
This demo showcases the OneDecision-VisionGuard family of multimodal image classification models for detecting NSFW and other sensitive visual content, with structured JSON reasoning, improved accuracy, and better handling of edge cases such as sensitive imagery, uncensored analysis, scene descriptions, and classification reasoning.
š¦ Models: 27B, 9B, 4B ā https://huggingface.co/prithivMLmods/OneDecision-VisionGuard-27B-SFT, https://huggingface.co/prithivMLmods/OneDecision-VisionGuard-9B-SFT, https://huggingface.co/prithivMLmods/OneDecision-VisionGuard-4B-SFT
āļø Collection: https://huggingface.co/collections/prithivMLmods/onedecision-visionguard
To learn more, visit the app page or the respective model pages. reacted to nwaughachukwuma's post with š„ about 4 hours ago
Here's how the best OCR/chat models on vlmrun gateway - https://vlm.run/gateway - performed on a very hard (x2) to read handwritten French weather-log document.
Scores are 0ā100, averaged over 3 runs and two LLM judges - Claude Opus 5.5 and GPT-5.6 Sol. Latency is average time per request. reacted to sriram1983007's post with š„ about 4 hours ago
š Model: https://huggingface.co/sriram1983007/SRA-RiskGate-4B
š Benchmark + published results: https://huggingface.co/datasets/sriram1983007/sra-bench-results
š SDK (x402 + AgentKit): https://github.com/sriram1983007-dev/sra-riskgate
š MCP server: https://github.com/sriram1983007-dev/sra-riskgate-mcp
š Live demo: https://huggingface.co/spaces/sriram1983007/sra-riskgate-demoOrganizations
arxiv:2609.33312
arxiv:2609.30074
arxiv:2608.14329
arxiv:2608.14771
arxiv:2607.02541
arxiv:2606.20128
arxiv:2606.27396
arxiv:2606.19616
arxiv:2402.04881
arxiv:2402.05318
arxiv:2401.00503
arxiv:2312.12654
arxiv:2311.18545
arxiv:2311.08234
arxiv:2311.00422
arxiv:2311.00551
arxiv:2106.08569
arxiv:2011.07229
arxiv:2011.06283
