Open Source AI Inference API w/ Together

TL;DR

The Together Inference API offers fast and reliable access to a wide range of open-source models.

Transcript

welcome everyone to a video on the together inference API please excuse the mess I'm in the process of moving to a ranch to become a farmer at this point in my AI career there are quite a few inference apis popping up now and for any given model you might find that one API is cheaper than another and as time goes on the cheapest provider for some m... Read More

Key Insights

• 👻 The Together Inference API offers a cost-effective solution by allowing users to choose API providers based on factors like price, speed, and reliability.
• 🔠 The availability of a wide range of models, including text generation, chat, and code-specific models, makes the API versatile for various use cases.
• 🤗 Using open-source models on the API provides convenience, easy idea testing, and the possibility to later migrate to local hardware for privacy and security.
• 🤝 Streaming token responses provided by the API enhance user experience when dealing with long and real-time interactions.
• 😫 The Together Inference API simplifies the process of accessing and testing new models, saving significant time compared to locally setting up and running each model.
• 👻 Models like Find Code Llama and Mixr showcased the power and speed of the Together API, allowing users to perform tasks like code generation and structured chat behavior effortlessly.
• 🔠 The availability of Instruct and Chat models within the API provides flexibility for developers depending on their requirements.

Questions & Answers

Q: What makes the Together Inference API different from other API providers?

The Together Inference API stands out for its speed, reliability, and large selection of open-source models. It offers a convenient platform for developers to access and use pre-trained models for various tasks.

Q: Can I use the models on the Together Inference API locally?

Yes, all the models on the Together Inference API are open source, allowing users to download and run them locally if desired. The API serves as a quick and convenient way to test and experiment with the models before moving them to private hardware.

Q: How can I set up an account and billing for the Together Inference API?

To use the Together Inference API, you need to create an account and set up billing. Upon signup, there may be some initial credits provided. You can find your API key in the account settings.

Q: Are there any tools or packages available for working with the Together Inference API?

Yes, you can use the Together Python package, which can be installed using pip install together. Additionally, other tools like M and Colorama can be used for extended functionalities.

Summary & Key Takeaways

• Together Inference API is fast, reliable, and offers a large selection of text generation, chat, image, and code-specific models.

• The API is ideal for quick idea testing and convenient for developers who want to easily use pre-trained models.

• Models can be queried using a specific prompt structure, and the API allows for streaming token responses for improved user experience.