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Best AI Tools for Machine Learning Engineers

984 tools

Discover the best AI tools for Machine Learning Engineers — from AI agent observability and computer vision platforms to AI models, frameworks, and data management solutions, this is where machine learning professionals find resources that streamline complex tasks: developing robust AI models, deploying scalable applications, monitoring agent performance, and managing large datasets efficiently. Browse 984 AI Tools for Machine Learning Engineers across AI Apps, AI GitHub Repos, AI Platforms, AI Frameworks and AI Models and more.

984 tools

Open source Human-in-the-loop machine learning tool that facilitates dataset labeling during model training. It offers a simple web interface and supports…TornadoAi is an open source Human-in-the-loop machine learning tool that facilitates dataset labeling during model training. It offers a simple web interface and supports…

Other AI Tools
See the Top 250 AI GitHub Repos

Test suite designed for evaluating LLM prompts. It allows developers to contribute and enhance prompt testing capabilities on GitHub, fostering collaboration and…BetterPrompt is a test suite designed for evaluating LLM prompts. It allows developers to contribute and enhance prompt testing capabilities on GitHub, fostering collaboration and…

Prompt Engineering Tools
See the Top 250 AI GitHub Repos

Tool designed for Named Entity Recognition annotation. It generates training data in JSON format, which can be readily used with SpaCy, enhancing the…NER Annotator for SpaCy is a tool designed for Named Entity Recognition annotation. It generates training data in JSON format, which can be readily used with SpaCy, enhancing the…

Natural Language Processing Tools
See the Top 250 AI GitHub Repos

AI GitHub Repos

Open-source image annotation tool designed for efficient dataset creation. It features an intuitive interface and flexible export options, streamlining machine…Annotate Lab is an open-source image annotation tool designed for efficient dataset creation. It features an intuitive interface and flexible export options, streamlining machine…

Computer Vision ToolsHealthcare & Life Sciences
See the Top 250 AI GitHub Repos

Tool designed to enhance the evaluation of LLM applications. It offers developers a platform to contribute and improve their applications, fostering collaboration and…Ragas is a tool designed to enhance the evaluation of LLM applications. It offers developers a platform to contribute and improve their applications, fostering collaboration and…

AI Code Review & Testing
See the Top 250 AI GitHub Repos

GitHub project designed for evaluating and tracking experiments with large language models (LLMs) and AI agents. It provides tools to assess performance and manage AI…TruLens is a GitHub project designed for evaluating and tracking experiments with large language models (LLMs) and AI agents. It provides tools to assess performance and manage AI…

MLOps & Model Deployment
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AI GitHub Repos

Model-agnostic visual debugging tool designed for machine learning. It helps developers understand and diagnose model behavior, enhancing the debugging process…Manifold is a model-agnostic visual debugging tool designed for machine learning. It helps developers understand and diagnose model behavior, enhancing the debugging process…

Machine Learning Platforms
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AI GitHub Repos

Free, open-source library designed for building AI-powered applications and agents using TypeScript. Developed by the creators of Next.js, it provides…Vercel AI SDK is a free, open-source library designed for building AI-powered applications and agents using TypeScript. Developed by the creators of Next.js, it provides…

AI Agent Builders
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Open-source data logging library designed for machine learning models and data pipelines. It provides visibility into data quality and model performance over time,…Whylogs is an open-source data logging library designed for machine learning models and data pipelines. It provides visibility into data quality and model performance over time,…

MLOps & Model Deployment
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AI GitHub Repos

GitHub project focused on transitioning from vibe coding to agentic engineering. It invites developers to contribute to its development, fostering collaboration and…GLM-5 is a GitHub project focused on transitioning from vibe coding to agentic engineering. It invites developers to contribute to its development, fostering collaboration and…

AI Models & LLMs
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Local-first, open-source platform for building, customizing, and running AI agents on your machine. It offers full control over data and workflows, integrating…Selene is a local-first, open-source platform for building, customizing, and running AI agents on your machine. It offers full control over data and workflows, integrating…

AI Agent Builders
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AI GitHub Repos

AI model designed for object detection tasks. It leverages advanced algorithms to enhance accuracy and efficiency in identifying and classifying objects within…RF-DETR is an AI model designed for object detection tasks. It leverages advanced algorithms to enhance accuracy and efficiency in identifying and classifying objects within…

AI Models & LLMs
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Offers tools to connect AI coding agents to your projects, providing live database connections, reusable instructions, and plugins. Enhance your development workflow with…Supabase offers tools to connect AI coding agents to your projects, providing live database connections, reusable instructions, and plugins. Enhance your development workflow with…

AI Coding Assistants
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Powerful AI model designed for agentic coding tasks. It supports long-context capabilities and excels in tool calling, making it suitable for…Qwen3-Coder-480B-A35B-Instruct is a powerful AI model designed for agentic coding tasks. It supports long-context capabilities and excels in tool calling, making it suitable for…

AI Models & LLMs
See the Top 5 AI Models

AI Frameworks

Open-source toolkit designed for speech recognition research and development. It provides a comprehensive framework for building and deploying speech recognition…Kaldi ASR is an open-source toolkit designed for speech recognition research and development. It provides a comprehensive framework for building and deploying speech recognition…

Natural Language Processing Tools
See the Top 50 AI Frameworks

Open-source Python framework designed to create reproducible, maintainable, and modular data engineering and data science code. It leverages software engineering best…Kedro is an open-source Python framework designed to create reproducible, maintainable, and modular data engineering and data science code. It leverages software engineering best…

MLOps & Model Deployment
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AI Apps

Provides advanced video and image annotation services, data collection, and classification for training AI systems. Their proprietary platform ensures precise,…Keymakr provides advanced video and image annotation services, data collection, and classification for training AI systems. Their proprietary platform ensures precise,…

Computer Vision ToolsAutomotive
Ranked #45 in Automotive

AI Apps

AI-powered data labeling platform offering high-quality, scalable annotation services for AI and ML. It supports various data types and provides tools for…Labellerr is an AI-powered data labeling platform offering high-quality, scalable annotation services for AI and ML. It supports various data types and provides tools for…

MLOps & Model DeploymentManufacturing & Industrial
Ranked #108 in MLOps & Model Deployment

EXAONE 4.5 by LG AI Research is a large language model designed for professional use, integrating visual and language capabilities. It excels in understanding complex industrial…

AI Models & LLMsManufacturing & Industrial
See the Top 5 AI Models

Programming language designed for interaction with large language models (LLMs). It offers robust and modular prompting using types, templates, constraints, and an…LMQL is a programming language designed for interaction with large language models (LLMs). It offers robust and modular prompting using types, templates, constraints, and an…

Machine Learning Platforms
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Tool designed for image annotation, allowing users to upload images and annotate them efficiently. It supports various annotation formats and is ideal for machine…Make Sense is a tool designed for image annotation, allowing users to upload images and annotate them efficiently. It supports various annotation formats and is ideal for machine…

Computer Vision Tools
Ranked #79 in Computer Vision Tools

Offers a comprehensive toolkit for AI engineers, focusing on open-source SDKs in Python and TypeScript. It supports observability with OpenTelemetry, compatible with…Mirascope offers a comprehensive toolkit for AI engineers, focusing on open-source SDKs in Python and TypeScript. It supports observability with OpenTelemetry, compatible with…

Coding & Development
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AI Frameworks

Foundational library for computer vision tasks, providing neural network operators and data transformations. It supports efficient deployment and serves as a base for…MMCV is a foundational library for computer vision tasks, providing neural network operators and data transformations. It supports efficient deployment and serves as a base for…

Computer Vision Tools
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Provides a secure AI model deployment solution for edge devices, ensuring robust, encrypted updates. It protects against unauthorized access and data breaches, maintaining…AICAS provides a secure AI model deployment solution for edge devices, ensuring robust, encrypted updates. It protects against unauthorized access and data breaches, maintaining…

MLOps & Model DeploymentManufacturing & Industrial
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Neural Network Libraries by Sony is open source software designed to enhance the efficiency of neural network research, development, and implementation. It supports dynamic…

Machine Learning Platforms
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AI platform that enables users to build machine learning models quickly and efficiently. It offers custom ML models without the need for extensive expertise,…Nyckel is an AI platform that enables users to build machine learning models quickly and efficiently. It offers custom ML models without the need for extensive expertise,…

Machine Learning Platforms
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Enterprise, cloud-native distributed vector database for storing, indexing and searching large volumes of vector data. It supports high-availability…Transwarp Hippo is an enterprise, cloud-native distributed vector database for storing, indexing and searching large volumes of vector data. It supports high-availability…

Vector Databases & Retrieval
Ranked #23 in Vector Databases & Retrieval

Provides cryptographically signed capability policies for AI agents, ensuring deny-by-default access control. It offers tamper-proof security and can be set up in ninety…Warrant provides cryptographically signed capability policies for AI agents, ensuring deny-by-default access control. It offers tamper-proof security and can be set up in ninety…

AI Cybersecurity Tools
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Autonomous research engine offering open source tools and commercial products. It features self-evolving systems that improve without intervention, providing a robust…Yore is an autonomous research engine offering open source tools and commercial products. It features self-evolving systems that improve without intervention, providing a robust…

AI Research Assistants
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Community-driven, open source search and analytics suite. It allows users to ingest, search, visualize, and analyze data efficiently, offering tools for search…OpenSearch is a community-driven, open source search and analytics suite. It allows users to ingest, search, visualize, and analyze data efficiently, offering tools for search…

Vector Databases & Retrieval
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Open-source framework for automatic hyperparameter optimization, designed for machine learning. It offers an imperative, define-by-run API and supports…Optuna is an open-source framework for automatic hyperparameter optimization, designed for machine learning. It offers an imperative, define-by-run API and supports…

Machine Learning Platforms
See the Top 50 AI Frameworks

Efficient and extensible deep learning framework that supports both dynamic and static graphs. It offers seamless integration for inference and deployment, and…PaddlePaddle is an efficient and extensible deep learning framework that supports both dynamic and static graphs. It offers seamless integration for inference and deployment, and…

Machine Learning Platforms
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Offers an open, simple, and secure data lake platform for machine learning, streaming analytics, and ad-hoc analytics. It reduces the time and effort required to run data…Qubole offers an open, simple, and secure data lake platform for machine learning, streaming analytics, and ad-hoc analytics. It reduces the time and effort required to run data…

Machine Learning Platforms
Ranked #115 in Machine Learning Platforms

Offers a suite of robotics simulation environments tailored for Reinforcement Learning. Utilizing the Gymnasium API and MuJoCo physics engine, it provides a…Gymnasium-Robotics offers a suite of robotics simulation environments tailored for Reinforcement Learning. Utilizing the Gymnasium API and MuJoCo physics engine, it provides a…

Robotics & AI Hardware
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Offers comprehensive AI data solutions, including data collection, annotation, and model evaluation services. It supports enterprises in building and deploying AI…Shaip offers comprehensive AI data solutions, including data collection, annotation, and model evaluation services. It supports enterprises in building and deploying AI…

Machine Learning & Data ScienceHealthcare & Life Sciences
Ranked #40 for Labeling & annotating data

Open-source machine learning toolbox focused on large-scale kernel methods, especially Support Vector Machines (SVM). It provides interfaces to various SVM…Shogun is an open-source machine learning toolbox focused on large-scale kernel methods, especially Support Vector Machines (SVM). It provides interfaces to various SVM…

Machine Learning Platforms
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AI Platforms

Software layer of SiMa.ai's physical AI stack: an agentic development environment for building and deploying AI applications on the company's Modalix MLSoC…SiMa.ai Palette is the software layer of SiMa.ai's physical AI stack: an agentic development environment for building and deploying AI applications on the company's Modalix MLSoC…

MLOps & Model DeploymentAutomotive
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AI Frameworks

Scalable machine learning library offering APIs in Java, Scala, Python, and R. It integrates seamlessly with Spark's APIs and supports various data…Apache Spark MLlib is a scalable machine learning library offering APIs in Java, Scala, Python, and R. It integrates seamlessly with Spark's APIs and supports various data…

Machine Learning & Data Science
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Transforms natural language into machine learning feature pipelines within your IDE. Its AI agent automates the creation, testing, and validation of production-ready…Tecton transforms natural language into machine learning feature pipelines within your IDE. Its AI agent automates the creation, testing, and validation of production-ready…

Machine Learning Platforms
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Library built on PyTorch, offering a flexible framework for deploying prompt-learning pipelines. It supports pre-trained language models from Hugging Face…OpenPrompt is a library built on PyTorch, offering a flexible framework for deploying prompt-learning pipelines. It supports pre-trained language models from Hugging Face…

Coding & Development
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AI Platforms

Toyota's advanced software platform designed to enhance vehicle functionality through AI-driven solutions. It enables seamless integration of AI technologies into…Arene is Toyota's advanced software platform designed to enhance vehicle functionality through AI-driven solutions. It enables seamless integration of AI technologies into…

Robotics & AI HardwareAutomotive
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AI-assisted development tool that enhances productivity by providing context-aware code completions and automation features. It integrates…Visual Studio IntelliCode is an AI-assisted development tool that enhances productivity by providing context-aware code completions and automation features. It integrates…

AI Coding Assistants
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AI Platforms

Doubao Seed Code is an AI platform by ByteDance, focusing on large models and AI cloud-native technology. It offers a comprehensive service from development to deployment, aiding…

Machine Learning Platforms
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AI Frameworks

Scalable and flexible gradient boosting framework that supports regression, classification, ranking, and user-defined objectives. It is portable across various…XGBoost is a scalable and flexible gradient boosting framework that supports regression, classification, ranking, and user-defined objectives. It is portable across various…

Machine Learning Platforms
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Uses AI to analyze text, extracting entities, understanding sentiment, and more. It offers pre-trained models for natural language understanding,…Google Cloud Natural Language API uses AI to analyze text, extracting entities, understanding sentiment, and more. It offers pre-trained models for natural language understanding,…

Natural Language Processing Tools
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Deep Learning VM Images are virtual machine images optimized for deep learning and high-performance computing tasks, featuring pre-installed machine learning frameworks and tools…

Machine Learning Platforms
See the Top 150 AI Platforms

AI Apps

Tool by Apple that allows developers to create and train custom machine learning models on macOS. It integrates with familiar tools like Swift and macOS…Create ML is a tool by Apple that allows developers to create and train custom machine learning models on macOS. It integrates with familiar tools like Swift and macOS…

Machine Learning Platforms
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AI Frameworks

High-performance deep learning inference SDK that optimizes inference, reduces latency, and delivers high throughput for AI applications across various…NVIDIA TensorRT is a high-performance deep learning inference SDK that optimizes inference, reduces latency, and delivers high throughput for AI applications across various…

MLOps & Model Deployment
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Enables developers to build, test, and deploy AI applications efficiently. It offers features like model playground, prompt engineering,…Foundry Toolkit for Visual Studio Code enables developers to build, test, and deploy AI applications efficiently. It offers features like model playground, prompt engineering,…

Coding & Development
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Self-supervised learning framework that enables ML teams to train vision models on unlabeled data, reducing annotation costs and accelerating deployment for…LightlyTrain is a self-supervised learning framework that enables ML teams to train vision models on unlabeled data, reducing annotation costs and accelerating deployment for…

Machine Learning Platforms
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Terminal interface for DeepSeek Harness, enabling agent work with streaming conversations, tool management, and plan reviews. It supports Node.js and React,…DSH Console is a terminal interface for DeepSeek Harness, enabling agent work with streaming conversations, tool management, and plan reviews. It supports Node.js and React,…

AI Agent Builders
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AI GitHub Repos

Superpowers Multi AI is a modular prompt-engineering framework designed for AI agents like Cursor, Claude Code, and Copilot. It enforces structured software development, linear…

Prompt Engineering Tools
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AI GitHub Repos

Agent skill designed to filter and remove AI-generated errors. It integrates with Codex, Claude, and other AI tools to enhance code quality by implementing…Anti-AI Slop is an agent skill designed to filter and remove AI-generated errors. It integrates with Codex, Claude, and other AI tools to enhance code quality by implementing…

AI Code Review & Testing
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Specialized Text-to-SQL model designed to convert natural language queries into SQL commands. It is fine-tuned using QLoRA with Unsloth, offering high accuracy…QwerySmith 1.0 is a specialized Text-to-SQL model designed to convert natural language queries into SQL commands. It is fine-tuned using QLoRA with Unsloth, offering high accuracy…

AI Models & LLMs
See the Top 5 AI Models

Provides runtime control for AI-era software, enabling safe management of code and AI agents in production. It offers feature flags, progressive delivery, automated…LaunchDarkly provides runtime control for AI-era software, enabling safe management of code and AI agents in production. It offers feature flags, progressive delivery, automated…

AI DevOps & Cloud Tools
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AI GitHub Repos

GitHub-hosted project focused on retrieval-augmented generation. It aims to enhance the efficiency and speed of generating content by integrating retrieval…LightRAG is a GitHub-hosted project focused on retrieval-augmented generation. It aims to enhance the efficiency and speed of generating content by integrating retrieval…

AI Models & LLMs
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AI GitHub Repos

Universal LLM deployment engine that utilizes machine learning compilation to streamline the deployment process. It is designed to enhance the efficiency and…mlc-llm is a universal LLM deployment engine that utilizes machine learning compilation to streamline the deployment process. It is designed to enhance the efficiency and…

MLOps & Model Deployment
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AI GitHub Repos

Comprehensive hub for ready-to-use datasets tailored for AI models. It offers efficient data manipulation tools, making it easier for developers to work…Hugging Face Datasets is a comprehensive hub for ready-to-use datasets tailored for AI models. It offers efficient data manipulation tools, making it easier for developers to work…

Machine Learning & Data Science
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AI GitHub Repos

GitHub repository by Hugging Face focused on parameter-efficient fine-tuning techniques. It offers state-of-the-art methods for optimizing AI models, making them more…PEFT is a GitHub repository by Hugging Face focused on parameter-efficient fine-tuning techniques. It offers state-of-the-art methods for optimizing AI models, making them more…

Machine Learning & Data Science
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AI GitHub Repos

GitHub repository offering Chinese language models, LLaMA and Alpaca, with local CPU/GPU training and deployment capabilities. It supports researchers…Chinese-LLaMA-Alpaca is a GitHub repository offering Chinese language models, LLaMA and Alpaca, with local CPU/GPU training and deployment capabilities. It supports researchers…

AI Models & LLMs
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AI GitHub Repos

web-llm is a high-performance in-browser LLM inference engine designed to facilitate machine learning tasks directly within web environments. It allows developers to contribute…

Coding & Development
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AI GitHub Repos

GitHub repository that enables the use of PEFT or full-parameter tuning for over 600 large language models (LLMs) and 300 multi-modal language models (MLLMs). It…ms-swift is a GitHub repository that enables the use of PEFT or full-parameter tuning for over 600 large language models (LLMs) and 300 multi-modal language models (MLLMs). It…

MLOps & Model Deployment
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AI GitHub Repos

Open-source Java library for building applications powered by large language models (LLMs) on the JVM. It provides a unified API for popular LLM providers and…LangChain4j is an open-source Java library for building applications powered by large language models (LLMs) on the JVM. It provides a unified API for popular LLM providers and…

Coding & Development
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AI GitHub Repos

GitHub project focused on training and evaluating large language models (LLMs) for function calls, also known as tool calls. It provides a framework for developers to…Gorilla is a GitHub project focused on training and evaluating large language models (LLMs) for function calls, also known as tool calls. It provides a framework for developers to…

Coding & Development
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AI GitHub Repos

GitHub repository focused on retrieval and retrieval-augmented large language models (LLMs). It provides tools and resources for developers to contribute to the…FlagEmbedding is a GitHub repository focused on retrieval and retrieval-augmented large language models (LLMs). It provides tools and resources for developers to contribute to the…

AI Models & LLMs
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AI GitHub Repos

Open-source toolkit for speech processing tasks, built on PyTorch. It supports various applications like speech recognition, speaker verification, and language…SpeechBrain is an open-source toolkit for speech processing tasks, built on PyTorch. It supports various applications like speech recognition, speaker verification, and language…

AI Voice Generators
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AI GitHub Repos

Toolkit designed for audio, music, and speech generation. It aims to support reproducible research and assist junior researchers and engineers in the field of audio,…Amphion is a toolkit designed for audio, music, and speech generation. It aims to support reproducible research and assist junior researchers and engineers in the field of audio,…

AI Music Generators
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AI GitHub Repos

Runanywhere SDKs is a production-ready toolkit designed to run AI models locally. It facilitates the development and deployment of AI applications by providing essential tools and…

Machine Learning Platforms
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AI GitHub Repos

GitHub repository featuring a vits2 backbone integrated with multilingual-bert. It is designed for developers interested in contributing to or utilizing advanced…Bert-VITS2 is a GitHub repository featuring a vits2 backbone integrated with multilingual-bert. It is designed for developers interested in contributing to or utilizing advanced…

AI Voice Generators
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AI GitHub Repos

C/C++ library for inference of various diffusion models such as SD, Flux, Wan, Qwen Image, and Z-Image. It enables efficient execution of these models…stable-diffusion.cpp is a C/C++ library for inference of various diffusion models such as SD, Flux, Wan, Qwen Image, and Z-Image. It enables efficient execution of these models…

Coding & Development
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AI GitHub Repos

Memory library designed for building stateful agents. It facilitates the development of agents that require memory capabilities, enabling them to maintain state across…Honcho is a memory library designed for building stateful agents. It facilitates the development of agents that require memory capabilities, enabling them to maintain state across…

Automation & Agents
See the Top 250 AI GitHub Repos

Provides an easy setup for Stable Diffusion using Docker. It features a user-friendly interface that simplifies the deployment and management of AI…Stable Diffusion WebUI Docker provides an easy setup for Stable Diffusion using Docker. It features a user-friendly interface that simplifies the deployment and management of AI…

Coding & Development
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AI GitHub Repos

GitHub project focused on developing large language models with extended context capabilities. It offers models like LLaMA-2 and Alpaca-2, designed to…Chinese LLaMA-Alpaca-2 is a GitHub project focused on developing large language models with extended context capabilities. It offers models like LLaMA-2 and Alpaca-2, designed to…

AI Models & LLMs
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AI GitHub Repos

Kernel library designed for serving large language models (LLMs). It facilitates efficient deployment and management of LLMs, enabling developers to contribute and…FlashInfer is a kernel library designed for serving large language models (LLMs). It facilitates efficient deployment and management of LLMs, enabling developers to contribute and…

MLOps & Model Deployment
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AI GitHub Repos

GitHub project that enables users to build ChatGPT-like interfaces over their own data using natural language. It simplifies the process of creating conversational AI…RAGS is a GitHub project that enables users to build ChatGPT-like interfaces over their own data using natural language. It simplifies the process of creating conversational AI…

AI Chatbot Builders
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AI GitHub Repos

GitHub repository offering pretrained models for time series forecasting. Developed by Amazon Science, it provides tools for accurate predictions in various domains,…Chronos is a GitHub repository offering pretrained models for time series forecasting. Developed by Amazon Science, it provides tools for accurate predictions in various domains,…

Forecasting & Predictive Analytics
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AI GitHub Repos

Open-source project focused on advancing language models using imperfect data. It aims to improve the accessibility and performance of AI language models for…OpenChat is an open-source project focused on advancing language models using imperfect data. It aims to improve the accessibility and performance of AI language models for…

AI Models & LLMs
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AI GitHub Repos

Official inference framework for 1-bit large language models (LLMs) developed by Microsoft. It enables efficient processing and deployment of LLMs, optimizing…BitNet is an official inference framework for 1-bit large language models (LLMs) developed by Microsoft. It enables efficient processing and deployment of LLMs, optimizing…

AI Models & LLMs
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Interactive textbook for learning deep learning. It covers various frameworks like PyTorch, TensorFlow, and MXNet, providing practical examples and…Dive into Deep Learning is an interactive textbook for learning deep learning. It covers various frameworks like PyTorch, TensorFlow, and MXNet, providing practical examples and…

AI Research AssistantsEducation & E-learning
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AI GitHub Repos

This week

Open-source decision model compatible with Jev's System-1, designed for execution in Node.js and TypeScript environments via ONNX Runtime. It facilitates…Laya is an open-source decision model compatible with Jev's System-1, designed for execution in Node.js and TypeScript environments via ONNX Runtime. It facilitates…

Machine Learning & Data Science
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This week

Comprehensive GitHub repository designed to teach AI engineering. It offers a structured learning path with lessons, projects, and resources to…AI Engineering from Scratch is a comprehensive GitHub repository designed to teach AI engineering. It offers a structured learning path with lessons, projects, and resources to…

Education & Research
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AI GitHub Repos

Today

Multimodal model offering strong reasoning capabilities with constant memory usage. It supports O(N) generation and O(1) persistent history, providing efficient…EdgeRock is a multimodal model offering strong reasoning capabilities with constant memory usage. It supports O(N) generation and O(1) persistent history, providing efficient…

AI Models & LLMs
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