Best 6 AI model training and inference Tools of 2025

Fresh Picks
MInference
Minference
MInference is an inference acceleration framework for long context large language models (LLMs). It leverages the dynamic sparse characteristics of LLMs' attention mechanisms, significantly enhancing the speed of pre-filling through static pattern recognition and online sparse index approximation computation. It achieves a tenfold increase in processing 1M contexts on a single A100 GPU while maintaining inference accuracy.
AI model training and inference
43.9K
NVIDIA Blackwell Platform
NVIDIA Blackwell Platform
Powered by six revolutionary technologies, the NVIDIA Blackwell platform drives accelerated computing, enabling real-time AI generation and processing of language models with up to hundreds of billions of parameters, while reducing costs and energy consumption.
AI model training and inference
115.6K
Intel NPU Acceleration Library
Intel NPU Acceleration Library
The Intel NPU Acceleration Library is designed to enhance the performance of deep learning and machine learning applications on Intel's Neural Processing Units (NPUs). It offers algorithms and tools optimized for Intel hardware, supports various deep learning frameworks, and significantly improves model inference speed and efficiency.
AI model training and inference
98.3K
OpenDiT
Opendit
OpenDiT is an open-source project providing a high-performance implementation of Diffusion Transformer (DiT) based on Colossal-AI. It is designed to enhance the training and inference efficiency of DiT applications, including text-to-video and text-to-image generation. OpenDiT achieves performance improvements through the following technologies: * GPU acceleration up to 80% and 50% memory reduction; * Core optimizations including FlashAttention, Fused AdaLN, and Fused layernorm; * Mixed parallelism methods such as ZeRO, Gemini, and DDP, along with model sharding for ema models to further reduce memory costs; * FastSeq: A novel sequence parallelism method particularly suitable for workloads like DiT, where activations are large but parameters are small. Single-node sequence parallelism can save up to 48% in communication costs and break through the memory limit of a single GPU, reducing overall training and inference time; * Significant performance improvements can be achieved with minimal code modifications; * Users do not need to understand the implementation details of distributed training; * Complete text-to-image and text-to-video generation workflows; * Researchers and engineers can easily use and adapt our workflows to real-world applications without modifying the parallelism part; * Training on ImageNet for text-to-image generation and releasing checkpoints.
AI model training and inference
130.3K
Teachable Machine
Teachable Machine
Teachable Machine is a web-based tool that allows users to quickly and easily create machine learning models without the need for specialized knowledge or coding skills. Users simply collect and organize sample data, and Teachable Machine will automatically train the model. After testing the model's accuracy, users can then export it for usage.
AI model training and inference
145.2K
Deepchecks
Deepchecks
Deepchecks is a comprehensive open-source solution for continuous validation of AI and ML models and data. It comprises three components: Deepchecks Testing, CI & Testing Management, and Deepchecks Monitoring. Deepchecks Testing allows you to run both built-in and custom checks and suites for Tabular, NLP, and CV validation. CI & Testing Management enables collaborative testing results and iteration until the model is ready for production. Deepchecks Monitoring allows you to track and validate the behavior of deployed models in production. Deepchecks also includes a wide range of built-in checks for testing model performance, data distribution, data integrity, and more. Check results can be examined and collaborated on through visualization reports, code integration, and Deepchecks' dynamic UI. While Deepchecks is open-source, certain components of Deepchecks Monitoring require a commercial license.
AI model training and inference
52.2K
Featured AI Tools
Flow AI
Flow AI
Flow is an AI-driven movie-making tool designed for creators, utilizing Google DeepMind's advanced models to allow users to easily create excellent movie clips, scenes, and stories. The tool provides a seamless creative experience, supporting user-defined assets or generating content within Flow. In terms of pricing, the Google AI Pro and Google AI Ultra plans offer different functionalities suitable for various user needs.
Video Production
43.1K
NoCode
Nocode
NoCode is a platform that requires no programming experience, allowing users to quickly generate applications by describing their ideas in natural language, aiming to lower development barriers so more people can realize their ideas. The platform provides real-time previews and one-click deployment features, making it very suitable for non-technical users to turn their ideas into reality.
Development Platform
46.6K
ListenHub
Listenhub
ListenHub is a lightweight AI podcast generation tool that supports both Chinese and English. Based on cutting-edge AI technology, it can quickly generate podcast content of interest to users. Its main advantages include natural dialogue and ultra-realistic voice effects, allowing users to enjoy high-quality auditory experiences anytime and anywhere. ListenHub not only improves the speed of content generation but also offers compatibility with mobile devices, making it convenient for users to use in different settings. The product is positioned as an efficient information acquisition tool, suitable for the needs of a wide range of listeners.
AI
43.9K
MiniMax Agent
Minimax Agent
MiniMax Agent is an intelligent AI companion that adopts the latest multimodal technology. The MCP multi-agent collaboration enables AI teams to efficiently solve complex problems. It provides features such as instant answers, visual analysis, and voice interaction, which can increase productivity by 10 times.
Multimodal technology
45.8K
Chinese Picks
Tencent Hunyuan Image 2.0
Tencent Hunyuan Image 2.0
Tencent Hunyuan Image 2.0 is Tencent's latest released AI image generation model, significantly improving generation speed and image quality. With a super-high compression ratio codec and new diffusion architecture, image generation speed can reach milliseconds, avoiding the waiting time of traditional generation. At the same time, the model improves the realism and detail representation of images through the combination of reinforcement learning algorithms and human aesthetic knowledge, suitable for professional users such as designers and creators.
Image Generation
45.3K
OpenMemory MCP
Openmemory MCP
OpenMemory is an open-source personal memory layer that provides private, portable memory management for large language models (LLMs). It ensures users have full control over their data, maintaining its security when building AI applications. This project supports Docker, Python, and Node.js, making it suitable for developers seeking personalized AI experiences. OpenMemory is particularly suited for users who wish to use AI without revealing personal information.
open source
44.2K
FastVLM
Fastvlm
FastVLM is an efficient visual encoding model designed specifically for visual language models. It uses the innovative FastViTHD hybrid visual encoder to reduce the time required for encoding high-resolution images and the number of output tokens, resulting in excellent performance in both speed and accuracy. FastVLM is primarily positioned to provide developers with powerful visual language processing capabilities, applicable to various scenarios, particularly performing excellently on mobile devices that require rapid response.
Image Processing
42.2K
Chinese Picks
LiblibAI
Liblibai
LiblibAI is a leading Chinese AI creative platform offering powerful AI creative tools to help creators bring their imagination to life. The platform provides a vast library of free AI creative models, allowing users to search and utilize these models for image, text, and audio creations. Users can also train their own AI models on the platform. Focused on the diverse needs of creators, LiblibAI is committed to creating inclusive conditions and serving the creative industry, ensuring that everyone can enjoy the joy of creation.
AI Model
6.9M
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