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reacted
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DavidAU's
post with ๐ 1 day ago Gemma 3 27B - The record breaker (Heretic'ed (uncensored) ; then training on Unsloth):
arc_challenge,arc_easy,boolq,hellaswag,openbookqa,piqa, winogrande
0.661 ,0.816 ,0.878,0.763 ,0.464 ,0.808 ,0.762
For comparison:
Qwen3.5-27B-Text
qx86-hi 0.443,0.498,0.857,0.701,0.372,0.770,0.752
Trained on a HERETIC uncensored base too ;
https://huggingface.co/DavidAU/Gemma3-27B-it-vl-Polaris-HI16-Heretic-Uncensored-INSTRUCT reacted
to
GVA21q2's
post with ๐ 2 days ago # ฯ.Guy.AI โ AI-Powered Neuropedagogy Math Lessons
Students with math anxiety, ADHD, dyslexia, or low working memory need different learning experiences โ but teachers can't create individualized materials for every student.
**ฯ.Guy.AI** generates interactive HTML math lessons adapted to 7 cognitive profiles, using a multi-agent AI pipeline:
1. **Neuro-Interpreter** โ enriches prompts with profile-specific adaptations
2. **Creative Agent** โ generates a 12-slide lesson with SVG visualizations
3. **Quality Control** โ validates against 8 neuropedagogy principles
Each lesson is a standalone HTML file with inline CSS/JS/SVG โ works offline, no dependencies.
## The Model
Fine-tuned **Qwen2.5-7B-Instruct** with LoRA on 313 curated Hebrew math lessons.
- Model: [GVA21q2/piguyai-lessons-v2-enhanced](https://huggingface.co/GVA21q2/piguyai-lessons-v2-enhanced)
- Dataset: [GVA21q2/pi-guy-ai-lessons](https://huggingface.co/datasets/GVA21q2/pi-guy-ai-lessons)
- Demo: [GVA21q2/pi-guy-ai-demo](https://huggingface.co/spaces/GVA21q2/pi-guy-ai-demo)
- Web app: [gva21q2.github.io/pi.guy.ai](https://gva21q2.github.io/pi.guy.ai/)
7 profiles: math anxiety, ADHD, dyslexia, dysgraphia, low working memory, visual processing, weak inhibition.
Built by [Guy Assal](https://www.guyassal.education)
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