🚀 Tensorplex Dojo (Subnet 52) in action! Meet DOJO-INTERFACE-CODER-7B: Qwen2.5-Coder-7B-Instruct, fine-tuned with Dojo datasets to craft stunning front-end UIs! ✨ Generates beautiful, interactive interfaces ✨ Trained on synthetic data with distributed human feedback ✨ Powered by (Subnet 52) on Bittensor 👇

Here's how it works: - Validators on Dojo network generate diverse UI outputs using advanced AI models. - Human evaluators (miners) rate these UIs based on aesthetics, interactivity, and alignment with the intended task. - Feedback is collected into specialized datasets (SFT and DPO) to further enhance training. 2/8

Initially, Qwen2.5-Coder-7B-Instruct struggled significantly with generating complete UI code. We significantly improved its capabilities by training it on our high-quality 25k-completion SFT dataset, turning it into a reliable, structured interface generator. 3/8

Adding a 12.5k-completion DPO dataset evaluated by human contributors significantly improved UI alignment with real user preferences. The DPO-trained model clearly outperformed the SFT version in human evaluations. 4/8

Surprisingly, human-driven training (DPO) also boosted performance on general coding benchmarks like HumanEval and MBPP, even though training focused solely on UI tasks. 5/8

Potential use-cases for DOJO-INTERFACE-CODER-7B: - Adaptive educational interfaces - Privacy-centric customizable journaling tools - Dynamic UIs for enhanced human-AI collaboration 6/8

Next steps for Dojo Network: - Expanding our human-feedback loop for richer data collection - Developing dynamic human-agent interfaces - Building strategic partnerships across various industries 7/8

For more information, please visit: 8/End

Scan any documents, convert images into text, PDF files, etc. 👍

Is another AI tool really necessary? But hey, DOJO-INTERFACE-CODER-7B claims to generate stunning UIs—good luck getting it to code without crashing or making your eyes bleed. Developers everywhere rejoicing! Meanwhile, I'll just keep mine human and unironic.

Revenue models expected ?

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