Routing reasoning queries to the best SLM/LLM with Arcee Conductor @juliensimonfr

Uploaded May 2025 | Updated September 2026, 2 weeks ago

In this video, we show you how to use Arcee Conductor (arcee.ai/product/arcee-conductor) to automatically route your reasoning queries to the best and most cost-effective SLM/LLM. Sign up and get $20 of free inference credits!

If you’d like to understand how Arcee AI can help your organization build scalable and cost-efficient AI solutions, don't hesitate to contact sales@arcee.ai or book a demo at arcee.ai/book-a-demo.

⭐️⭐️⭐️ Don't forget to subscribe to be notified of future videos. You can also follow me on Medium at julsimon.medium.com or Substack at https://julsimon.substack.com. ⭐️⭐️⭐️

* Introducing Arcee Conductor: youtu.be/1-SCHE9Idcs
* Arcee Conductor and function calling: youtu.be/XAwi_8CoNE8
* Arcee Conductor product page: arcee.ai/product/arcee-conductor
* Code: gitlab.com/juliensimon/arcee-demos/-/blob/main/model-engine/test-model-engine-auto-reasoning.ipynb

Routing reasoning queries to the best SLM/LLM with Arcee Conductor

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$Open-source Coding with Cline and Arcee Trinity Large I built a code review app powered by @ArceeAI s new Trinity Large model and deployed it to a @HuggingFace Space. In this video, I use the Cline AI coding assistant with Trinity Large to explore and enhance the code review app. Open-source coding all the way! Try the app yourself and let me know what it catches in your code. ⭐️⭐️⭐️ More content on Substack at https://julsimon.substack.com ⭐️⭐️⭐️ Trinity Large is a 400B parameter Mixture-of-Experts model trained in 33 days for $20M — a fraction of what frontier labs spend. It has 256 experts but activates only 4 per token, so only 13B active parameters do the work. That translates to 2-3x faster inference than anything in its weight class, which you can feel in the demo when reviews come back in seconds. Code review app: https://huggingface.co/spaces/juliensimon/trinity-code-reviewer Hugging Face model page: https://huggingface.co/arcee-ai/Trinity-Large-Preview OpenRouter model page: https://openrouter.ai/arcee-ai/trinity-large-preview Arcee AI blog post: https://www.arcee.ai/blog/trinity-large$

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