Hugging Face's logo
Troy Schultz's picture
Open to Collab
36 2 50

Troy Schultz PRO

TroyDoesAI
mindbound's profile picture bullerwins's profile picture nbeerbower's profile picture
Ā·

AI & ML interests

Contact Me ~ Open For Work ~ Contract or W2

Recent Activity

reacted to SeaWolf-AI's post with šŸ”„ 14 days ago
šŸ§¬ Darwin-35B-A3B-Opus ā€” The Child That Surpassed Both Parents What if a merged model could beat both its parents? We proved it can. Darwin-35B-A3B-Opus is a 35B MoE model (3B active) built with our Darwin V5 engine ā€” the first evolution system that CT-scans parent models before merging them. šŸ¤— Model: https://huggingface.co/FINAL-Bench/Darwin-35B-A3B-Opus The result speaks for itself: GPQA Diamond 90.0%, versus Father (Qwen3.5-35B-A3B) at 84.2% and Mother (Claude 4.6 Opus Distilled) at 85.0%. That's +6.9% over Father and +5.9% over Mother. Not a tradeoff ā€” a genuine leap. Meanwhile, MMMLU sits at 85.0% (Father: 85.2%), multimodal is fully intact, and all 201 languages are preserved. How? Model MRI changed everything. Traditional merging is guesswork. Darwin V4 added evolution. Darwin V5 added X-ray vision. Model MRI scans each parent layer by layer and discovers: Mother's L34ā€“L38 is the reasoning engine (peak cosine distance), 50ā€“65% of Mother's experts are dead (killed by text-only distillation), and Father is a healthy generalist with every expert alive. The prescription: transplant Mother's reasoning brain at L38 (90% weight), replace her dead experts with Father's living ones, and let Father's router handle the output layer. Reasoning went up. Versatility stayed intact. No tradeoff ā€” just evolution. 35B total, 3B active (MoE) Ā· GPQA Diamond 90.0% Ā· MMMLU 85.0% (201 languages) Ā· Multimodal Image & Video Ā· 262K native context Ā· 147.8 tok/s on H100 Ā· Runs on a single RTX 4090 (Q4) Ā· Apache 2.0 Darwin V5's full algorithm and technical details will be released alongside an upcoming paper. šŸš€ Live Demo: https://huggingface.co/spaces/FINAL-Bench/Darwin-35B-A3B-Opus šŸ† FINAL Bench Leaderboard: https://huggingface.co/spaces/FINAL-Bench/Leaderboard šŸ“Š ALL Bench Leaderboard: https://huggingface.co/spaces/FINAL-Bench/all-bench-leaderboard Built by VIDRAFT Ā· Supported by the Korean Government GPU Support Program
new activity 14 days ago
blascotobasco/Mistral-NeMoE-12B-16E:Wow what a cool experiment
liked a model 14 days ago
blascotobasco/Mistral-NeMoE-12B-16E
View all activity

Organizations

Uncensored AI's profile picture Uncensored AI's profile picture Hella's profile picture KOO WEE YUS's profile picture Disobedient's profile picture smE's profile picture DigitalSouls's profile picture JC Industries's profile picture XORTRON - Criminal Computing's profile picture Private-1's profile picture DollHouse Labs Inc's profile picture