70 Top AI ML model containerization tools
Explore the top 70 AI tools for ML model containerization. Compare features, use cases, and pricing to find the perfect solution for your needs. Discover even more specialized AI tools with our AI-powered search.
Tools for: ML model containerization
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Wizmodel simplifies deploying machine learning models with community pre-trained models, container packaging, scalable API servers, and easy monetization options. Effortlessly tap into AI capabilities without d .. Show more
Substratus is an AI tool for building, training, and serving models. It offers prepackaged container images, remote notebooks, and fine-tuning capabilities. Powered by Kubernetes, it provides efficient orchestr .. Show more
LMQL is a robust programming language for Large Language Models (LLMs), enabling effective interaction with these models. It provides modular prompting capabilities, supports nested queries, and ensures portabi .. Show more
Modal
1Modal is a high-performance cloud serverless platform tailored for AI and machine learning projects. Developers can effortlessly deploy functions without managing infrastructure, run generative AI models, large .. Show more
Poplarml simplifies ML system deployment with minimal engineering effort and supports TensorFlow, PyTorch, and Jax models through one-click deployment and real-time inference via REST API endpoints.
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Cerebrium is a comprehensive machine learning development, deployment, and monitoring platform with advanced features.
lmstudio.ai
3.8LM Studio is a powerful AI tool that allows users to discover, download and run local LLMs on their own machines. With LM Studio, users can easily access a wide range of models from Hugging Face, including LLam .. Show more
Kea ML is an AI/ML development platform that streamlines processes using pre-configured environments, collaboration tools, and optimized resources. It provides access to popular data science tools, facilitates .. Show more
Heimdall is an AI platform facilitating smooth machine learning development without JS dependency. It features a complete environment for data scientists to create, deploy, and monitor diverse ML models - from .. Show more
ezML is a cloud AI platform revolutionizing computer vision with zero-shot learning and text-to-model capabilities. It enables users to easily create custom pipelines for tasks like object detection and image- .. Show more
Float16.cloud is an affordable AI tool focused on language modeling, excelling in Asian languages. It provides versatile models like LangChain and LlaMaindex for tasks ranging from Visual Studio Code code comp .. Show more
PostgresML bridges machine learning with PostgreSQL databases, offering in-database model building, training, and deployment. It simplifies ML/AI workflows and delivers superior performance over microservices .. Show more
AIMLAPI, offering 100 AI models accessible through one powerful API. Providing highest accessibility and transition seamlessly from OpenAI with just 1 line of code. Benefit from curated AI models like Mixtral A .. Show more
Klu.ai
5Klu is a platform that simplifies building and optimizing AI apps by integrating with leading language models, offering multiple programming languages, and providing automatic prompt engineering, model tuning, .. Show more
MergeML is an open-source library for building and training machine learning models in Python.
Zoo is an open-source playground for replicating and controlling AI models for text and image generation. It offers various models like Stability-AI Stable-Diffusion, AI-Forever Kandinsky-2, and OpenAI DALL-E. .. Show more
The AutoML Toolbox is an AI tool that streamlines machine learning model creation and deployment. It automates the generation, evaluation, and optimization of multiple models for enhanced efficiency, integrati .. Show more
Llama is a local AI tool that enables users to create customizable and efficient language models without relying on cloud-based platforms, available for download on MacOS, Windows, and Linux.
llmstack is an open-source platform for building AI apps and chatbots without coding by chaining together AI models from major providers, importing data from various sources, offering collaboration features, an .. Show more
Missing Studio AI Studio Developer is a versatile platform for constructing resilient LLM app infrastructures. It features smooth integration with multiple LLM providers, load balancing, semantic caching, and .. Show more
Reform is an innovative AI tool for logistics software development, enabling teams to create customized solutions effortlessly. It features advanced AI models for automating documentation processes accurately, .. Show more
LangDrive is a versatile AI tool offering over 100 language models tuning through a single API. It supports seamless connectivity to various data sources, decentralized engine, and free access for model complet .. Show more
Emly Labs provides 3 AI tools - Emly Hub (enhances collaboration transparency), Emly Datalab (simplifies data preparation) and Emly AutoML (automates model building). These streamlined, non-coding-expertise-re .. Show more
Llama Family is an extensive AI platform featuring versatile llama models for multiple applications. It promotes open collaboration, democratizing AI access, with notable offerings including the popular Llama .. Show more
Lakera Guard is an AI tool that swiftly safeguards language models from security threats like prompt injections and data loss. With advanced threat intelligence, it secures AI systems in minutes with minimal co .. Show more
Local AI Playground by Local.ai is an innovative offline AI management tool. It features CPU inference, memory optimization, upcoming GPU support, browser compatibility, small footprint, and model authenticity .. Show more
BenchLLM is a powerful AI tool that allows you to evaluate LLM-powered apps in a variety of ways. With BenchLLM, you can choose from automated, interactive, or custom evaluation strategies, and generate quality .. Show more
Teammate Lang is an all-in-one platform for LLM app development and management. It boosts productivity using AI infrastructure, featuring a no-code editor, prompt system, Gen AI integrations, image recognition .. Show more
LLM Pricing is a tool that compares pricing data of various large language models from different AI providers. Easily access updated pricing information for models like GPT-3.5-Turbo-0125 and GPT-4.
Multi Model Stable Diffusion APIs is an AI tool for efficient image manipulation. It provides fast REST APIs, pre-built pipelines, custom model training, and features like background removal, face swapping, an .. Show more
AI Inferkit is a comprehensive platform that offers a collection of various LLM APIs, including major models like OpenAI. It serves as a large-scale model routing component, designed to assist developers in bui .. Show more
MiniGPT-4 is a versatile AI model that can enhance vision-language understanding, generate detailed image descriptions, and teach users to cook through image projection using a frozen visual encoder with Vicuna .. Show more
Vmodel is an AI-powered tool that generates virtual fashion models for e-commerce retailers to enhance their online shopping experience with high-quality, photorealistic images.
Stable Diffusion DreamBooth API offers advanced AI capabilities for generating fine-tuned stable diffusion via an API. Users can effortlessly create innovative AI products, develop chatbots on any topic, replic .. Show more
ChatCraft is an open-source web platform that facilitates LLM (Large Language Model) collaboration, particularly GPT models. It supports various AI vendors, previews Mermaid diagrams/HTML, and enables editing .. Show more
Reform AI streamlines logistics software creation using modular components for tailored transport management. Its advanced AI extracts data from multiple sources in real-time, boosting visibility and optimizin .. Show more
Airtrain AI tool is a no-code platform that allows private data fine-tuning and evaluation of large language models, offering up to 90% cost savings in model customization. It simplifies model assessment, comp .. Show more
Llog.ai is an AI-driven platform streamlining data pipeline creation through key identification, custom filtering, and transformation documentation. It provides real-time data quality monitoring via lineage tr .. Show more
FalconLLM is an open-source LLM model developed by the Technology Innovation Institute in the UAE for natural language processing tasks such as sentiment analysis, named-entity recognition, and question answeri .. Show more
Union.ai is an AI infrastructure tool that optimizes ML and data workloads through features like data lineage, versioning, observability, and caching. It streamlines resource usage within Kubernetes environmen .. Show more
Google AI Palm 2 is a next-generation large language model for advanced reasoning tasks built on responsible AI principles and pre-trained on diverse data sources.
Dify is an AI tool that simplifies the development and operation of AI applications using GPT-4 models, enabling teams to create AI-powered apps quickly and deploy them efficiently.
FlowRL is an AI tool that dynamically personalizes UIs based on real-time user behavior. It uses advanced ML models to create custom app experiences per user, leading to improved target metrics. This innovatio .. Show more
Label Studio is an open-source, versatile data labeling platform for ML models. It provides customizable tagging for various data types (images, audio, text, video) and streamlines labeling workflows for NLP, .. Show more
md.ai by AI Tool for Medical Imaging data annotation & model dev. Create precise labeled datasets with DICOM support, web-based annotation, & API. Facilitates model training, validation, & deployment for top-ti .. Show more
Reform is an AI-powered logistics software development accelerator. It automates data extraction from various documents, provides quick infrastructure setup through modules, and offers seamless TMS integration .. Show more
Lobe is an easy-to-use tool for training machine learning models with just three steps: collecting labeled images, training the model, and exporting it to various platforms without uploading data to the cloud.
Modelle AI Games is an engaging chatbot puzzle game utilizing AI language models. Players interact by answering questions processed by the model to enhance language skills. Available in English and simplified C .. Show more
Remix Boilerplate is an AI tool that accelerates MVP development for SaaS products by providing pre-built features like authentication, admin portals, Stripe subscriptions, and more, ideal for efficient startu .. Show more
Evoke APIs provide a cloud-based platform for running models without requiring machine learning expertise, allowing developers to speed up their development time.
BlendAI unifies leading AI models for text, image, and video tasks in a graph interface. It enables seamless chaining of models like ChatGPT and Perplexity, facilitating versatile capabilities while simplifyin .. Show more
AnythingLLM is the local chatbot application, offering full control over data and documents. It integrates various LLM models like GPT-4, custom models, and open-source alternatives. With unlimited document sup .. Show more
A pay-per-millisecond API for running machine learning models in production, with options to deploy custom or state-of-the-art AI models.
LastMile AI is an AI developer platform that empowers engineering teams to efficiently create generative AI apps for language, image, and audio models. It simplifies development by unifying tools, promoting co .. Show more
FL0 is a versatile backend engineering tool. It facilitates swift app & database deployment, features autoscaling, real-time monitoring, and AI-assisted debugging for high reliability. Innovative technologies .. Show more
LLmonitor is an AI tool that monitors requests to LLMs, tracks user activity, debugs complex agents, captures user feedback and exports labeled training datasets with built-in integrations for Python and JavaSc .. Show more
StreamDeploy is an AI-enhanced code deployment platform facilitating smooth app deployments through DevSecOps intelligence. It expedites and simplifies the process, featuring a free Dockerfile generator and ad .. Show more
BafCloud simplifies AI development with a single API for accessing multiple models and agents. It streamlines project management, facilitates seamless integration of AI agents, and offers the versatile bafcode .. Show more