Welcome back to Prompts Daily.
This Sunday, we dive into the world of open-source language models (LLMs) and learn about this innovative new contender – Code Llama 70B using OctoAI.
Developers often find it hard to integrate advanced AI models like Meta's Code Llama 70B into their workflow efficiently.
OctoAI simplifies this by enabling seamless integration of Code Llama 70B with just three lines of code.
In this deep dive, we’ll cover how you can leverage this powerful AI model on OctoAI. Let’s get started: 👇
🧠 Note: New to OctoAI? You can sign up and start using it here.
You may recall the open-source LLM, Mixtral 8-7B, which generated buzz in the industry last month.
Now, Code Llama 70B enters the scene, allowing builders potentially faster and more affordable performance on OctoAI compared with popular closed-source models like GPT-3.5-Turbo and the GPT-4 while maintaining its open-source nature.
For those currently relying on closed-source LLMs like OpenAI, transitioning to open-source alternatives might seem daunting.
Fortunately, OctoAI offers a user-friendly solution, enabling seamless integration of different LLMs, including Mixtral and Code Llama, with just a few lines of code.
With this integration, you can easily test and compare the capabilities of various LLMs, evaluating their suitability for your needs.
This approach empowers you to make informed decisions about the AI tools you incorporate into your workflow.
Want to try out Mixtral-8-7B or the brand new Code Llama 70B on your specific use case?
On OctoAI you can spin up test drives of multiple models in minutes to evaluate quality and fit. It handles all the machine learning complexity behind the scenes so you can focus on building.
Thanks to their specialized experience in ML optimization, any model you select will run remarkably faster, more efficiently, and cheaper compared to DIY approaches. For example:
5-10x faster response times
Up to 3x cost savings through efficiency
Effortless scale from 1 to 100k+ queries per day
OctoAI puts you in control. Mix and match components like data processors, models, and fine-tuning techniques to create customized solutions adapted to your needs, not locked down by a single vendor.
The fast pace of discovery in open-source language models means change is now the only constant.
Locking yourself into closed, inflexible solutions means you risk missing out on exciting new capabilities being unlocked regularly.
OctoAI’s flexible ML architecture future-proofs your application from day one. As better open-source models emerge, you can seamlessly swap them in to stay competitive.
It handles all the complicated model integration, optimization and infrastructure work behind the easy API so you can focus on building amazing products.
For example, say your team is using Code Llama 70B for code search and snippet generation. Six months from now, when Meta, or any of the deep bench of competitive model makers, releases an even more effective more model, you can swap it in with just a few lines of code change.
OctoAI offers a portal into the exploding open-source language model ecosystem so you can build incredible AI capabilities on your timeline.
While others play catch up, it lets you tap innovations the moment they emerge.
Now every builder can leverage models that used to be accessible to only Big Tech.
Don’t settle for last year’s technology and play by outdated rules. With OctoAI, you can set the pace.
Sign up and get building with a $10 free credit today. The future is open - embrace it on your terms with OctoAI.
Excited to partner with OctoAI on responsible AI! Making AI benefits accessible for all.
That’s all, team!
If you enjoyed this deep dive, share it with your friends. Click here to share it on Twitter.
Which deep dive do you want to read next? Reply and let me know!
That’s it for now :)
Stay curious, leaders!
- Mr. Prompts
Enjoyed the newsletter? Please forward it to a friend. It only takes 3 seconds. Writing this took 10 hours. They can sign up here.
*This deep dive was in partnership with OctoML
Reply