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Training Monitoring & Profiling · Awesome GitHub Repositories

4 repos

Awesome GitHub RepositoriesTraining Monitoring & Profiling

Explore 4 awesome GitHub repositories matching artificial intelligence & ml · Training Monitoring & Profiling. Refine with filters or upvote what's useful.

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Awesome Training Monitoring & Profiling GitHub Repositories

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  • langchain-ai/langchain

    langchain-ai/langchain

    127,015GitHubView on GitHub↗

    LangChain is an orchestration framework designed for building, managing, and deploying applications powered by large language models. It provides a unified integration layer that normalizes disparate model provider APIs into a consistent set of primitives, enabling developers to build complex, multi-step AI workflows t

    Pythonagentsaiai-agents
  • hiyouga/LlamaFactory

    hiyouga/LlamaFactory

    67,386GitHubView on GitHub↗

    LlamaFactory is a unified framework for fine-tuning and adapting large language models. It provides a comprehensive platform that standardizes training workflows across diverse machine learning architectures, allowing users to execute both full-tuning and parameter-efficient methods through a single interface. The pro

    Pythonagentaideepseek
  • ultralytics/yolov5

    ultralytics/yolov5

    56,830GitHubView on GitHub↗

    YOLOv5 is a comprehensive computer vision framework designed for end-to-end deep learning, specializing in real-time object detection, image classification, and instance segmentation. It provides a unified toolkit that manages the entire lifecycle of a model, from initial dataset configuration and hyperparameter tuning

    Pythoncoremldeep-learningios
  • ultralytics/ultralytics

    ultralytics/ultralytics

    53,426GitHubView on GitHub↗

    Ultralytics is a comprehensive computer vision framework designed for training, validating, and deploying deep learning models across a wide range of visual recognition tasks. It provides a unified interface for core operations including object detection, instance segmentation, pose estimation, and image classification

    Pythonclicomputer-visiondeep-learning

Explore sub-tags

  • AI Observability1 sub-tagTools for monitoring, logging, and evaluating the real-time performance and behavior of AI systems.
  • Training Observability Systems3 sub-tagsPlatforms for real-time logging, visualization, and monitoring of metrics during active model training runs.
  • Training Performance ProfilingTools that measure and analyze the speed, throughput, and resource efficiency of model training processes.