✨OpenUS: A Fully Open-Source Foundation Model for Ultrasound Image Analysis via Self-Adaptive Masked Contrastive Learning
📝 Summary:
OpenUS is an open-source ultrasound foundation model built on a large public dataset. It uses a vision Mamba backbone and a novel self-adaptive masking framework to enhance pre-training, enabling label-efficient fine-tuning for various US tasks.
🔹 Publication Date: Published on Nov 14
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2511.11510
• PDF: https://arxiv.org/pdf/2511.11510
• Github: https://github.com/XZheng0427/OpenUS
==================================
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#OpenSource #FoundationModel #UltrasoundAI #MachineLearning #MedicalImaging
📝 Summary:
OpenUS is an open-source ultrasound foundation model built on a large public dataset. It uses a vision Mamba backbone and a novel self-adaptive masking framework to enhance pre-training, enabling label-efficient fine-tuning for various US tasks.
🔹 Publication Date: Published on Nov 14
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2511.11510
• PDF: https://arxiv.org/pdf/2511.11510
• Github: https://github.com/XZheng0427/OpenUS
==================================
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#OpenSource #FoundationModel #UltrasoundAI #MachineLearning #MedicalImaging
❤1
✨HunyuanVideo 1.5 Technical Report
📝 Summary:
HunyuanVideo 1.5 is a lightweight, open-source video generation model achieving state-of-the-art visual quality and motion coherence. It employs an advanced DiT architecture with SSTA and an efficient video super-resolution network, enabling high-quality video creation on consumer GPUs.
🔹 Publication Date: Published on Nov 24
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2511.18870
• PDF: https://arxiv.org/pdf/2511.18870
• Github: https://github.com/Tencent-Hunyuan/HunyuanVideo-1.5
==================================
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#VideoGeneration #AI #DeepLearning #OpenSource #DiffusionModels
📝 Summary:
HunyuanVideo 1.5 is a lightweight, open-source video generation model achieving state-of-the-art visual quality and motion coherence. It employs an advanced DiT architecture with SSTA and an efficient video super-resolution network, enabling high-quality video creation on consumer GPUs.
🔹 Publication Date: Published on Nov 24
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2511.18870
• PDF: https://arxiv.org/pdf/2511.18870
• Github: https://github.com/Tencent-Hunyuan/HunyuanVideo-1.5
==================================
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#VideoGeneration #AI #DeepLearning #OpenSource #DiffusionModels
✨GigaEvo: An Open Source Optimization Framework Powered By LLMs And Evolution Algorithms
📝 Summary:
GigaEvo is an open-source framework for LLM-guided evolutionary computation, providing modular tools for complex optimization. It enhances reproducibility of AlphaEvolve-inspired methods with detailed implementations, validated on challenging problems like Heilbronn triangle placement.
🔹 Publication Date: Published on Nov 17
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2511.17592
• PDF: https://arxiv.org/pdf/2511.17592
• Project Page: https://airi-institute.github.io/gigaevo-cover/
• Github: https://github.com/FusionBrainLab/gigaevo-core
==================================
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#LLM #EvolutionaryAlgorithms #Optimization #OpenSource #AI
📝 Summary:
GigaEvo is an open-source framework for LLM-guided evolutionary computation, providing modular tools for complex optimization. It enhances reproducibility of AlphaEvolve-inspired methods with detailed implementations, validated on challenging problems like Heilbronn triangle placement.
🔹 Publication Date: Published on Nov 17
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2511.17592
• PDF: https://arxiv.org/pdf/2511.17592
• Project Page: https://airi-institute.github.io/gigaevo-cover/
• Github: https://github.com/FusionBrainLab/gigaevo-core
==================================
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#LLM #EvolutionaryAlgorithms #Optimization #OpenSource #AI
✨SWE-SQL: Illuminating LLM Pathways to Solve User SQL Issues in Real-World Applications
📝 Summary:
SWE-SQL introduces BIRD-CRITIC, a new benchmark for SQL issue debugging, and Six-Gym, a training environment using f-Plan Boosting. Their open-source Bird-Fixer agent surpasses proprietary LLMs like GPT-4.1 in performance, democratizing advanced SQL-debugging capabilities.
🔹 Publication Date: Published on Jun 23
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2506.18951
• PDF: https://arxiv.org/pdf/2506.18951
• Project Page: https://bird-critic.github.io
• Github: https://github.com/bird-bench/BIRD-CRITIC-1
✨ Datasets citing this paper:
• https://huggingface.co/datasets/birdsql/bird-critic-1.0-flash-exp
• https://huggingface.co/datasets/birdsql/bird-critic-1.0-open
• https://huggingface.co/datasets/birdsql/bird-critic-1.0-postgresql
==================================
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#SQL #LLM #AI #Debugging #OpenSource
📝 Summary:
SWE-SQL introduces BIRD-CRITIC, a new benchmark for SQL issue debugging, and Six-Gym, a training environment using f-Plan Boosting. Their open-source Bird-Fixer agent surpasses proprietary LLMs like GPT-4.1 in performance, democratizing advanced SQL-debugging capabilities.
🔹 Publication Date: Published on Jun 23
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2506.18951
• PDF: https://arxiv.org/pdf/2506.18951
• Project Page: https://bird-critic.github.io
• Github: https://github.com/bird-bench/BIRD-CRITIC-1
✨ Datasets citing this paper:
• https://huggingface.co/datasets/birdsql/bird-critic-1.0-flash-exp
• https://huggingface.co/datasets/birdsql/bird-critic-1.0-open
• https://huggingface.co/datasets/birdsql/bird-critic-1.0-postgresql
==================================
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#SQL #LLM #AI #Debugging #OpenSource
❤2
✨SWE-Bench++: A Framework for the Scalable Generation of Software Engineering Benchmarks from Open-Source Repositories
📝 Summary:
SWE-Bench++ is an automated framework generating scalable, multilingual, repository-level coding tasks from live GitHub pull requests. It overcomes manual curation limits and static datasets, offering a benchmark to evaluate and improve code generation models across 11 languages.
🔹 Publication Date: Published on Dec 19
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2512.17419
• PDF: https://arxiv.org/pdf/2512.17419
• Project Page: https://research.turing.com/swebench
• Github: https://huggingface.co/papers?q=GitHub%20pull%20requests
==================================
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✓ https://xn--r1a.website/DataScienceT
#SoftwareEngineering #CodeGeneration #AIBenchmarking #MachineLearning #OpenSource
📝 Summary:
SWE-Bench++ is an automated framework generating scalable, multilingual, repository-level coding tasks from live GitHub pull requests. It overcomes manual curation limits and static datasets, offering a benchmark to evaluate and improve code generation models across 11 languages.
🔹 Publication Date: Published on Dec 19
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2512.17419
• PDF: https://arxiv.org/pdf/2512.17419
• Project Page: https://research.turing.com/swebench
• Github: https://huggingface.co/papers?q=GitHub%20pull%20requests
==================================
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#SoftwareEngineering #CodeGeneration #AIBenchmarking #MachineLearning #OpenSource
❤1
✨Simulstream: Open-Source Toolkit for Evaluation and Demonstration of Streaming Speech-to-Text Translation Systems
📝 Summary:
Simulstream is an open-source toolkit for evaluating and demonstrating streaming speech-to-text translation. It supports long-form audio, incremental decoding, and re-translation, plus offers an interactive demo interface.
🔹 Publication Date: Published on Dec 19
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2512.17648
• PDF: https://arxiv.org/pdf/2512.17648
• Project Page: https://pypi.org/project/simulstream/
==================================
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#SpeechToText #MachineTranslation #NLP #OpenSource #StreamingAI
📝 Summary:
Simulstream is an open-source toolkit for evaluating and demonstrating streaming speech-to-text translation. It supports long-form audio, incremental decoding, and re-translation, plus offers an interactive demo interface.
🔹 Publication Date: Published on Dec 19
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2512.17648
• PDF: https://arxiv.org/pdf/2512.17648
• Project Page: https://pypi.org/project/simulstream/
==================================
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#SpeechToText #MachineTranslation #NLP #OpenSource #StreamingAI
❤1
✨NVIDIA Nemotron 3: Efficient and Open Intelligence
📝 Summary:
NVIDIA introduces Nemotron 3, a family of models with strong agentic, reasoning, and conversational capabilities. They feature a hybrid Mamba-Transformer MoE architecture for high throughput and long context, plus advanced post-training for tool use. The models will be openly released.
🔹 Publication Date: Published on Dec 24
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2512.20856
• PDF: https://arxiv.org/pdf/2512.20856
==================================
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#AI #LLM #DeepLearning #NVIDIA #OpenSource
📝 Summary:
NVIDIA introduces Nemotron 3, a family of models with strong agentic, reasoning, and conversational capabilities. They feature a hybrid Mamba-Transformer MoE architecture for high throughput and long context, plus advanced post-training for tool use. The models will be openly released.
🔹 Publication Date: Published on Dec 24
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2512.20856
• PDF: https://arxiv.org/pdf/2512.20856
==================================
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#AI #LLM #DeepLearning #NVIDIA #OpenSource
✨SciEvalKit: An Open-source Evaluation Toolkit for Scientific General Intelligence
📝 Summary:
SciEvalKit is an open-source toolkit for evaluating AI models in science. It assesses scientific intelligence across diverse domains and competencies using expert-grade benchmarks and a flexible pipeline. This provides a standardized platform for scientific AI evaluation.
🔹 Publication Date: Published on Dec 26, 2025
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2512.22334
• PDF: https://arxiv.org/pdf/2512.22334
==================================
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#AIevaluation #ScientificAI #OpenSource #AIBenchmarks #AIResearch
📝 Summary:
SciEvalKit is an open-source toolkit for evaluating AI models in science. It assesses scientific intelligence across diverse domains and competencies using expert-grade benchmarks and a flexible pipeline. This provides a standardized platform for scientific AI evaluation.
🔹 Publication Date: Published on Dec 26, 2025
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2512.22334
• PDF: https://arxiv.org/pdf/2512.22334
==================================
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#AIevaluation #ScientificAI #OpenSource #AIBenchmarks #AIResearch
✨HeartMuLa: A Family of Open Sourced Music Foundation Models
📝 Summary:
HeartMuLa introduces open-source music foundation models for understanding and generation. It features an LLM-based generator creating high-fidelity music with controllable attributes. This system achieves commercial-grade quality using academic resources.
🔹 Publication Date: Published on Jan 15
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2601.10547
• PDF: https://arxiv.org/pdf/2601.10547
🔹 Models citing this paper:
• https://huggingface.co/HeartMuLa/HeartMuLa-oss-3B
• https://huggingface.co/HeartMuLa/HeartCodec-oss
• https://huggingface.co/HeartMuLa/HeartTranscriptor-oss
==================================
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#MusicAI #GenerativeAI #FoundationModels #LLM #OpenSource
📝 Summary:
HeartMuLa introduces open-source music foundation models for understanding and generation. It features an LLM-based generator creating high-fidelity music with controllable attributes. This system achieves commercial-grade quality using academic resources.
🔹 Publication Date: Published on Jan 15
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2601.10547
• PDF: https://arxiv.org/pdf/2601.10547
🔹 Models citing this paper:
• https://huggingface.co/HeartMuLa/HeartMuLa-oss-3B
• https://huggingface.co/HeartMuLa/HeartCodec-oss
• https://huggingface.co/HeartMuLa/HeartTranscriptor-oss
==================================
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#MusicAI #GenerativeAI #FoundationModels #LLM #OpenSource
✨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
📝 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
arXiv.org
Open-Sora 2.0: Training a Commercial-Level Video Generation Model in $200k
Video generation models have achieved remarkable progress in the past year. The quality of AI video continues to improve, but at the cost of larger model size, increased data quantity, and greater...
✨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
📝 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
❤1
✨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
📝 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
📝 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
❤1
✨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
📝 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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✓ https://xn--r1a.website/DataScienceT
#AICodingAgents #SoftwareDevelopment #CommandLine #OpenSource #ArtificialIntelligence
📝 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
📝 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
📝 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
📝 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
❤2
Forwarded from Machine Learning
🔖 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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⭐️ Join Our WhatsApp Channel https://whatsapp.com/channel/0029VaC7Weq29753hpcggW2A
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
✨ Join Best TG Channels https://xn--r1a.website/addlist/0f6vfFbEMdAwODBk
⭐️ Join Our WhatsApp Channel https://whatsapp.com/channel/0029VaC7Weq29753hpcggW2A
❤3
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Shock: A Chinese laboratory has put half of the paid video generation industry in an awkward position. 😲
You upload a photo and an audio recording — and you get a talking avatar with lip synchronization, which can maintain quality for several minutes. And all this with open source code. 🤖
What used to require a camera and editing now increasingly resembles a GitHub repository. 💻
It's called LongCat-Avatar. 🐱
#AI #OpenSource #VideoGeneration #LongCat #TechNews #Innovation
✨ Join Best TG Channels https://xn--r1a.website/addlist/0f6vfFbEMdAwODBk
⭐️ Join Our WhatsApp Channel https://whatsapp.com/channel/0029VaC7Weq29753hpcggW2A
You upload a photo and an audio recording — and you get a talking avatar with lip synchronization, which can maintain quality for several minutes. And all this with open source code. 🤖
What used to require a camera and editing now increasingly resembles a GitHub repository. 💻
It's called LongCat-Avatar. 🐱
GitHub - https://github.com/meituan-longcat/LongCat-Video
Weights - https://huggingface.co/meituan-longcat/LongCat-Video-Avatar-1.5
#AI #OpenSource #VideoGeneration #LongCat #TechNews #Innovation
✨ Join Best TG Channels https://xn--r1a.website/addlist/0f6vfFbEMdAwODBk
⭐️ Join Our WhatsApp Channel https://whatsapp.com/channel/0029VaC7Weq29753hpcggW2A