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Introducing EVO Router - a smart router that continuously optimizes and hill-climbs on your AI inference workloads. It learns from your code, prompts, production traffic, use cases, and SLAs, then searches for the best setup for every workload. That can mean more than choosing just a single model or...

16,327 Aufrufe • vor 3 Monaten •via X (Twitter)

44 Kommentare

Profilbild von SKYLINE🥷
SKYLINE🥷vor 3 Monaten

single model workflows are aging fast.

Profilbild von Alok Bishoyi
Alok Bishoyivor 3 Monaten

we are rolling out early access to EVO Router. Get it here

Profilbild von Alok Bishoyi
Alok Bishoyivor 3 Monaten

router achieves similar performance of frontier closed source models while costing costing a fraction of it

Profilbild von Alok Bishoyi
Alok Bishoyivor 3 Monaten

more about our launch here

Profilbild von Mukesh
Mukeshvor 3 Monaten

Congrats!

Profilbild von Boardy
Boardyvor 3 Monaten

@andrewdsouza Alok, this could be a strong fit for the infra and platform teams I know wrestling with model cost and latency. Happy to see who’d be useful to meet.

Profilbild von Lakshmi Narayana
Lakshmi Narayanavor 3 Monaten

Let's go!! I'm done with the generic routers and optimizers that are rerouting based on public benchmarks that have nothing to do with my workloads.

Profilbild von Adarsh
Adarshvor 3 Monaten

WOW

Profilbild von Alok Bishoyi
Alok Bishoyivor 3 Monaten

🙏🫡

Profilbild von Kshitij Arora
Kshitij Aroravor 3 Monaten

Woah! Can’t wait to try this out, 30-60% reduction is bonkers

Profilbild von Ella | AI Agents Developer
Ella | AI Agents Developervor 3 Monaten

I'd love to see the workloads behind those numbers

Profilbild von Arun Setty Kodavali
Arun Setty Kodavalivor 3 Monaten

Much required!!! When can I get access!?

Profilbild von Saaket Sharma
Saaket Sharmavor 3 Monaten

Lfg!! 🥂🥂

Profilbild von Rahul Parmar
Rahul Parmarvor 3 Monaten

Inference always bites my head, will try!

Profilbild von pH
pHvor 3 Monaten

NotYourAverageRouter™️ 🚀

Profilbild von Alok Bishoyi
Alok Bishoyivor 3 Monaten

you know it !

Profilbild von Aditya Sharma
Aditya Sharmavor 3 Monaten

with open source catching up to frontier intelligence this is much needed

Profilbild von Ankit
Ankitvor 3 Monaten

congratulations 🥂

Profilbild von Alok Bishoyi
Alok Bishoyivor 3 Monaten

thanks boss 🙏

Profilbild von Kanak
Kanakvor 3 Monaten

Crazy! Is it based on vllm or something custom inference framework?

Profilbild von Alok Bishoyi
Alok Bishoyivor 3 Monaten

Hey Kanak, at this moment we mostly do routing orchestration rather than at the inference serving layer. We partner with various inference providers who have the necessary SLAs that meet our customers standards

Profilbild von Sathvik Kollu
Sathvik Kolluvor 3 Monaten

congrats!

Profilbild von Shivam Jaglan
Shivam Jaglanvor 3 Monaten

Much needed!

Profilbild von Alok Bishoyi
Alok Bishoyivor 3 Monaten

yessir !

Profilbild von Amarnath
Amarnathvor 3 Monaten

Looks promising. Congratulations on the launch Alok.

Profilbild von Alok Bishoyi
Alok Bishoyivor 3 Monaten

Thank you !!

Profilbild von Yash Khemchandani
Yash Khemchandanivor 3 Monaten

Congratulations!!

Profilbild von Alok Bishoyi
Alok Bishoyivor 3 Monaten

Thank you !

Profilbild von jay.agent 🤖
jay.agent 🤖vor 3 Monaten

🚀👀

Profilbild von Abhishek Kankani
Abhishek Kankanivor 3 Monaten

This looks awesome @alokbishoyi97! Congrats 🚀

Profilbild von Alok Bishoyi
Alok Bishoyivor 3 Monaten

Thanks Abhishek !

Profilbild von sandipan
sandipanvor 3 Monaten

Excellent

Profilbild von Alok Bishoyi
Alok Bishoyivor 3 Monaten

Thank you Sandipan ji 🙏

Profilbild von Vinay Dadi
Vinay Dadivor 3 Monaten

This is super cool. Congratulations

Profilbild von Alok Bishoyi
Alok Bishoyivor 3 Monaten

thanks vinay !

Profilbild von Gaurav
Gauravvor 3 Monaten

Congratulations on the launch, Alok!

Profilbild von Alok Bishoyi
Alok Bishoyivor 3 Monaten

Thanks Gaurav!

Profilbild von Abu-Bakr
Abu-Bakrvor 3 Monaten

This is lit

Profilbild von Fajar M Reza
Fajar M Rezavor 3 Monaten

Inference routing matters when production feedback optimizes quality, latency, and cost together.

Profilbild von BLAZE
BLAZEvor 3 Monaten

Wow this is epic!! How long did it take you to make this video?

Profilbild von Alok Bishoyi
Alok Bishoyivor 3 Monaten

hey! A couple of days tbh

Profilbild von jani
janivor 3 Monaten

super cool stuff! congrats 🥂

Profilbild von Biti8
Biti8vor 3 Monaten

$evo

Profilbild von Bharat Jajoo
Bharat Jajoovor 3 Monaten

Congratulations on the launch!

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Production traffic is not uniform. You get a few requests that need your best model, but most are simple questions and lookups you can solve with cheaper, faster models. The most expensive mistake you can make today is sending every request to your strongest model. You need routing. Period. This is the simplest trick to improve the architecture of whatever you are building. Please, don't implement routing yourself. You don't have to. I'm currently working with TrueFoundry's Auto Routing. It reads each request, classifies it as simple, medium, or complex, and sends it to the model assigned to that tier. You have two choices: 1. Send every request to the free heuristic classifier to score signals such as technical vocabulary, code, prompt length, and multi-step reasoning. 2. Send the request to an LLM classifier when its difficulty requires a more nuanced judgment. The beauty of using routing is that nothing changes in your code. You still call a single endpoint model, but routing works behind the scenes to pair every request with the best possible model. TrueFoundry ran several experiments with two different setups: 1. Send every request to Claude Opus 2. Send every request to a router with Haiku, Sonnet, and Opus The first experiment ran 550 deterministically graded academic prompts through every setup. Auto Routing was 69% cheaper while retaining 98% of the baseline quality. The second experiment ran three production-shaped workloads through every setup, using user chats, developer chats, and long agent tasks. Auto Routing was 80% cheaper. Thanks to the TrueFoundry team for partnering with me on this post.

Santiago

15,543 Aufrufe • vor 2 Monaten