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FinetuneDB
The AI Fine-tuning Platform
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FinetuneDB is an AI fine-tuning platform that allows users to easily create and manage datasets to fine-tune LLMs, evaluate outputs, and iterate on production data. It integrates with open-source and proprietary foundation models, and provides a collaborative editor for building datasets. FinetuneDB also offers a variety of features for evaluating model performance, including human and AI feedback, automated evaluations, and model metrics tracking.
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Features
- Easily create and manage datasets to fine-tune LLMs
- Evaluate outputs and iterate on production data
- Integrates with open-source and proprietary foundation models
- Collaborative editor for building datasets
- Evaluate model performance with human and AI feedback
- Automated evaluations and model improvements
- Model metrics tracking
- Capture production data to fine-tune your model
- Log production data for ongoing model improvement
- Advanced filters for precise search
- Visualize language chains for detailed request view
- Create prompts collaboratively for best performance
- Effortlessly track, compare, and refine prompt versions
- Compare different models and fine-tuned versions
- Easy integration into production applications
- Fully compatible with OpenAI SDK
- Capture production data and send it fully async to FinetuneDB
- Web API for custom integrations
- Langchain integration for full execution traces
Advantages
- Easily create and manage datasets to fine-tune LLMs
- Evaluate outputs and iterate on production data
- Integrates with open-source and proprietary foundation models
- Collaborative editor for building datasets
- Evaluate model performance with human and AI feedback
- Automated evaluations and model improvements
- Model metrics tracking
- Capture production data to fine-tune your model
- Log production data for ongoing model improvement
- Advanced filters for precise search
- Visualize language chains for detailed request view
- Create prompts collaboratively for best performance
- Effortlessly track, compare, and refine prompt versions
- Compare different models and fine-tuned versions
- Easy integration into production applications
- Fully compatible with OpenAI SDK
- Capture production data and send it fully async to FinetuneDB
- Web API for custom integrations
- Langchain integration for full execution traces
- Secure encryption of data
- Strict permissions management
- SOC 2 compliance
Disadvantages
- May require technical expertise to use effectively
- Can be expensive for large-scale use
- May not be suitable for all types of AI models
Frequently Asked Questions
-
Q:What is FinetuneDB?
A:FinetuneDB is an AI fine-tuning platform that allows users to easily create and manage datasets to fine-tune LLMs, evaluate outputs, and iterate on production data. -
Q:How does FinetuneDB work?
A:FinetuneDB integrates with open-source and proprietary foundation models, and provides a collaborative editor for building datasets. It also offers a variety of features for evaluating model performance, including human and AI feedback, automated evaluations, and model metrics tracking. -
Q:What are the benefits of using FinetuneDB?
A:FinetuneDB can help users to improve the performance of their AI models by providing them with the tools to easily create and manage datasets, evaluate outputs, and iterate on production data. -
Q:How much does FinetuneDB cost?
A:FinetuneDB offers a variety of pricing plans, starting at $99 per month. -
Q:How do I get started with FinetuneDB?
A:You can sign up for a free trial of FinetuneDB at https://www.finetunedb.com.
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Reiwaseda Inc.
Reiwaseda Inc. is a company focused on creative production in the fields of video and music, utilizing artificial intelligence and software development to automate tasks for creators. They offer a range of products and services aimed at enhancing the value for creators and users alike. The company's flagship product, 'Jet Cut Ready,' is an AI-powered video editing plugin designed to streamline the editing process for creators. Reiwaseda Inc. also engages in original content creation, such as radio dramas, and collaborates with creators to bring unique projects to life.
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fal.ai
fal.ai is a generative media platform designed for developers to build the next generation of creativity. It offers lightning-fast inference, access to high-quality generative media models, and optimization by the fal Inference Engine™. Developers can fine-tune their own models, leverage the fastest AI inference engine for diffusion models, and benefit from the best LoRA trainer in the industry for FLUX. The platform provides a world-class developer experience and cost-effective scalability based on actual usage.
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Raman Labs
Raman Labs is an AI tool that offers dedicated modules for computer vision-based tasks, allowing users to integrate machine learning functionality into their existing applications with just 2 lines of code. The tool provides real-time performance, simplicity, robustness to large scale and resolution variations, versatility, and adaptability to different computing power levels. It supports various platforms, hardware, and language integrations, with more coming soon. Raman Labs prioritizes user privacy by storing only email and hashed passwords, and all payment-related information is handled by a PCI DSS compliant service. The tool is licensed for personal use and can be run on multiple personal devices.
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LiteLLM
LiteLLM is a platform that provides model access, logging, and usage tracking across various LLMs in the OpenAI format. It offers features such as control over model access, budget tracking, pass-through endpoints for migration, OpenAI-compatible API access, and a self-serve portal for key management. LiteLLM also offers different pricing tiers, including Open Source, Enterprise Basic, and Enterprise Premium, with various integrations and features tailored for different user needs.