✨Open-Sora 2.0: Training a Commercial-Level Video Generation Model in $200k

📝 Summary:
Open-Sora 2.0 is a commercial-level video generation model trained for only $200k. It achieves performance comparable to top models. This open-source project aims to democratize access and foster innovation in video generation.

🔹 Publication Date: Published on Mar 12, 2025

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2503.09642
• PDF: https://arxiv.org/pdf/2503.09642
• Github: https://github.com/hpcaitech/open-sora

🔹 Models citing this paper:
• https://huggingface.co/hpcai-tech/Open-Sora-v2
• https://huggingface.co/Compumacy/OPensora

✨ Spaces citing this paper:
• https://huggingface.co/spaces/zumwaltboi/Sora2_test
• https://huggingface.co/spaces/AverageAiLiker/vidsora-magic-wand
• https://huggingface.co/spaces/AverageAiLiker/bot-tks1p3jy

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#VideoGeneration #OpenSora #GenerativeAI #DeepLearning #OpenSource

✨MirrorBench: An Extensible Framework to Evaluate User-Proxy Agents for Human-Likeness

📝 Summary:
MIRRORBENCH is an open-source framework to evaluate large language models as human user simulators. It assesses their ability to generate human-like conversational responses across diverse tasks using various metrics, revealing systematic gaps between AI and real users.

🔹 Publication Date: Published on Jan 13

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2601.08118
• PDF: https://arxiv.org/pdf/2601.08118
• Github: https://github.com/SAP/mirrorbench

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#LLM #HumanLikeness #AISimulation #ConversationalAI #OpenSource

✨Xiaomi-Robotics-0: An Open-Sourced Vision-Language-Action Model with Real-Time Execution

📝 Summary:
Xiaomi-Robotics-0 is an open-sourced vision-language-action model enabling real-time, high-performance robot manipulation. It leverages large-scale pre-training and specialized methods for fast execution on real robots, achieving SOTA simulation and high real-robot success.

🔹 Publication Date: Published on Feb 13

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2602.12684
• PDF: https://arxiv.org/pdf/2602.12684
• Project Page: https://xiaomi-robotics-0.github.io/
• Github: https://github.com/XiaomiRobotics/Xiaomi-Robotics-0

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#Robotics #AI #VisionLanguageModels #OpenSource #RobotManipulation

✨Mobile-Agent-v3: Foundamental Agents for GUI Automation

📝 Summary:
This paper introduces GUI-Owl and Mobile-Agent-v3, open-source GUI agent models and frameworks. Mobile-Agent-v3 achieves new state-of-the-art performance on GUI automation benchmarks like AndroidWorld and OSWorld by building on GUI-Owl's innovations in environment infrastructure, agent capabiliti...

🔹 Publication Date: Published on Aug 21, 2025

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2508.15144
• PDF: https://arxiv.org/pdf/2508.15144
• Project Page: https://github.com/X-PLUG/MobileAgent
• Github: https://github.com/X-PLUG/MobileAgent

🔹 Models citing this paper:
• https://huggingface.co/mPLUG/GUI-Owl-7B
• https://huggingface.co/mPLUG/GUI-Owl-32B
• https://huggingface.co/mPLUG/GUI-Owl-7B-Desktop-RL

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#GUIAgent #Automation #AI #OpenSource #MachineLearning

✨OpenAutoNLU: Open Source AutoML Library for NLU

📝 Summary:
OpenAutoNLU is an open-source AutoML library for NLU tasks like text classification and named entity recognition. Its key innovation is data-aware training selection requiring no manual configuration. It also offers integrated diagnostics, out-of-distribution detection, and LLM features through a...

🔹 Publication Date: Published on Mar 2

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2603.01824
• PDF: https://arxiv.org/pdf/2603.01824
• Project Page: https://openautonlu.dev
• Github: https://github.com/mts-ai/OpenAutoNLU

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#AutoML #NLU #LLM #OpenSource #MachineLearning

✨Building AI Coding Agents for the Terminal: Scaffolding, Harness, Context Engineering, and Lessons Learned

📝 Summary:
OPENDEV is an open-source command-line AI coding agent for autonomous software engineering assistance. It uses specialized model routing, a dual-agent architecture, and efficient context management to provide robust, terminal-first assistance. This design prevents reasoning degradation and accumu...

🔹 Publication Date: Published on Mar 5

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2603.05344
• PDF: https://arxiv.org/pdf/2603.05344

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#AICodingAgents #SoftwareDevelopment #CommandLine #OpenSource #ArtificialIntelligence

✨ToolRosetta: Bridging Open-Source Repositories and Large Language Model Agents through Automated Tool Standardization

📝 Summary:
R e u s i n g a n d i n v o k i n g e x i s t i n g c o d e r e m a i n s c o s t l y a n d u n r e l i a b l e , a s m o s t p r a c t i c a l t o o l s a r e e m b e d d e d i n h e t e r o g e n e ...

🔹 Publication Date: Published on Mar 10

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2603.09290
• PDF: https://arxiv.org/pdf/2603.09290
• Project Page: https://sdiaa.tech/projects

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#LLMAgents #OpenSource #ToolStandardization #AIResearch #DataScience

✨Sommelier: Scalable Open Multi-turn Audio Pre-processing for Full-duplex Speech Language Models

📝 Summary:
Full-duplex speech models need high-quality multi-speaker conversational data, which is scarce and difficult to process due to natural dialogue dynamics. This paper introduces Sommelier, a robust, scalable, open-source data processing pipeline to address this data bottleneck.

🔹 Publication Date: Published on Mar 20

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2603.25750
• PDF: https://arxiv.org/pdf/2603.25750
• Project Page: https://kyudan1.github.io/sommelier.github.io//

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#SpeechAI #AudioProcessing #DataProcessing #OpenSource #NLP

✨Investigating Autonomous Agent Contributions in the Wild: Activity Patterns and Code Change over Time

📝 Summary:
Researchers analyzed AI coding agent contributions to open source projects. They found increasing agent activity but higher code churn over time compared to human-authored code.

🔹 Publication Date: Published on Apr 1

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2604.00917
• PDF: https://arxiv.org/pdf/2604.00917
• Project Page: https://arxiv.org/html/2604.00917v1

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#AIAgents #SoftwareEngineering #OpenSource #CodeQuality #AIResearch

🔖 A huge open-source course on AI Engineering from scratch

In the repository, we've collected:
— 435 lessons;
— 320+ hours of content;
— Python, TypeScript, and Rust;
— AI agents, MCP servers, prompts, and AI skills.

Moreover, almost every lesson includes practical tasks, so this isn't just theory, but a full-fledged roadmap for AI Engineering. 🚀

⛓️ Link to the repository
https://github.com/rohitg00/ai-engineering-from-scratch

#AI #MachineLearning #Python #Rust #OpenSource #Tech

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