Unify

Models that keep learning

494 followers

Models that keep learning

494 followers

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LLM Fine Tuning

Continual learning for AI teams. Every user interaction trains the model driving your agent: quality keeps climbing, latency and cost keep falling, and you own the flywheel.

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Launch tags:Open Source•Developer Tools•Artificial Intelligence

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Unify

Maker

📌

Hey Everyone 👋 Super excited to be launching today! 😍 So, why did we build this? As a team of engineers, we faced tons of problems trying to build efficient and effective LLM applications. With new models and providers constantly coming onto the scene, it's overwhelming and very hard to keep up. So, what does Unify bring to the table? ⚖️Impartiality: We treat all models and providers equally, as we don't have a horse in the race. You can trust our quality, cost and speed benchmarks. ⚙️Control: Choose which models and providers you want to route to and then adjust three sliders: quality, cost, and latency. That's it; now the performance of your LLM app is fully in your hands, not the providers! 📈 Self Improvement: As each new model and provider comes onto the scene, sit back and watch your LLM application automatically improve over time. We quickly add support for the latest and greatest, ensuring your custom cost-quality-speed requirements are always fully optimized. 🧑‍💻 Focus: Don't stress updating the model and provider every few weeks. Just specify your performance needs and get back to building great AI products. We'll handle the rest for you! 📊 Observability: Don't want to route? No sweat. Quickly compare all models and providers, and see which are truly the best for your own needs, on your own prompts, for your own task. 🔑 Convenience: The power of all models and providers behind a single endpoint, queryable individually or via the router, all with a single API key. pip install unifyai, and away you go! I'm super excited to hear what you think; I'm all ears for comments, feedback and especially criticisms. Thanks so much for your support, and you're very welcome to follow us on our journey as we strive to help unify AI 🔥

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2yr ago

@dan_lenton So this is a 'semi-automated' chat.lmsys.org for setting your ELO for your data, essentially? Looks nice. Glad to see you have a LangChain integration.

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2yr ago

Unify

Maker

Thanks so much @shivam_tiwari24! 😊

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2yr ago

Unify

Maker

Hey @aris_nakos, yep that's one way of thinking about it! We use GPT4-as-a-judge which is a bit different to the ELO score, but the concept is definitely similar :)

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2yr ago

@dan_lenton congratulations 🎉. When is the mobile version coming?

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2yr ago

Unify

Maker

Thanks @khethan_rg! You mean for the chat interface? It's on our roadmap, shouldn't be more than a couple of weeks!

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2yr ago

Fleak

Curious how the process actually work. Will my prompts get analyzed first before Unify choose the right model for me?

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2yr ago

Unify

Maker

Hey @yc_j, yep that's correct! We use a neural scoring function, which predicts the best model to use ahead of time. We will be releasing a blog post explaining how it works soon :)

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2yr ago

It is a big big and important part to create the right prompt, esp if you have cost limits. The app sounds like a solution for solopreneurs like me :) Wish you luck guys and definitely want test 'Unify'

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2yr ago

Unify

Maker

Thanks @natalie_ermishina! Let us know how you find it! Feel free to hop on a call with us if you have any questions :)

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2yr ago

I think you have a great idea here. As an AI dev testing which AI works best for a certain use case is very time consuming. I'm definitely going to check it out. Good luck today with the launch!

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2yr ago

Unify

Maker

Thanks so much @thomas_wink! Glad you like the idea :)

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2yr ago

I haven't used it but surely after using it I will come to conclusions for any improvements but it's looking great. Excited to contribute to more in Ivy

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2yr ago

Unify

Maker

Thanks @sanjay_suthar1! 😊

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2yr ago

Congrats on the launch! Unify seems like a much needed service in this space with the pace of new LLMs coming out and old ones being replaced. Love this idea and I look forward to trying it out soon!

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2yr ago

Unify

Maker

Thanks so much @samson_o! Hope you find it useful!

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2yr ago

ReadPartner: Media Intelligence Platform

Congrats on the launch @dan_lenton , upvoted! This is actually a really cool project that might help out our own startup. I was sent this by a colleague and got hooked on the concept and execution. Will definitely look more into unify! Good job!

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2yr ago

Unify

Maker

@grigory_sl Thanks a lot! Hope it's useful for you :)

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2yr ago

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