Open-source Coding with Cline and Arcee Trinity Large

Feb 14, 2026Channel
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Julien Simon
Julien Simon

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Video Details

Published3 months ago
Duration16:35
Video IDLPYYrQsUuWQ
Languageen
CategoryScience & Technology
PrivacyPublic
Made for KidsNo
Video TypeRegular Video

Performance Metrics

Views419
Likes2
Comments1
Engagement Rate0.72%
Likes per 100 views0.48
Comments per 1K views2.39

Description

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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