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Troy Schultz
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TroyDoesAI
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TroyDoesAI
troyandrewschultz
AI & ML interests
Contact Me ~ Open For Work ~ Contract or W2
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20 days ago
𧬠Darwin-35B-A3B-Opus β 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 β the first evolution system that CT-scans parent models before merging them. π€ 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 β 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 L34βL38 is the reasoning engine (peak cosine distance), 50β65% 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 β just evolution. 35B total, 3B active (MoE) Β· GPQA Diamond 90.0% Β· MMMLU 85.0% (201 languages) Β· Multimodal Image & Video Β· 262K native context Β· 147.8 tok/s on H100 Β· Runs on a single RTX 4090 (Q4) Β· Apache 2.0 Darwin V5's full algorithm and technical details will be released alongside an upcoming paper. π Live Demo: https://huggingface.co/spaces/FINAL-Bench/Darwin-35B-A3B-Opus π FINAL Bench Leaderboard: https://huggingface.co/spaces/FINAL-Bench/Leaderboard π ALL Bench Leaderboard: https://huggingface.co/spaces/FINAL-Bench/all-bench-leaderboard Built by VIDRAFT Β· Supported by the Korean Government GPU Support Program
new
activity
20 days ago
blascotobasco/Mistral-NeMoE-12B-16E:
Wow what a cool experiment
liked
a model
20 days ago
blascotobasco/Mistral-NeMoE-12B-16E
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TroyDoesAI
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140
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TroyDoesAI/ShortCircuit-MoE
Text Generation
β’
25B
β’
Updated
Jul 27, 2024
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13
TroyDoesAI/ShortCircuit
Text Generation
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8B
β’
Updated
Jul 27, 2024
β’
5
TroyDoesAI/Unbiased-Personality
Text Generation
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8B
β’
Updated
Jul 26, 2024
β’
1
TroyDoesAI/BlackSheep-RP-8B
Text Generation
β’
8B
β’
Updated
Jul 26, 2024
β’
4
TroyDoesAI/Llama-3.1-13B-Instruct
Text Generation
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13B
β’
Updated
Jul 25, 2024
β’
5
TroyDoesAI/Unhinged
Text Generation
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7B
β’
Updated
Jul 23, 2024
β’
1
TroyDoesAI/Llama-3.1-8B-Instruct
Text Generation
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8B
β’
Updated
Jul 23, 2024
β’
597
β’
β’
3
TroyDoesAI/DirectionLess
Text Generation
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7B
β’
Updated
Jul 21, 2024
β’
1
TroyDoesAI/BlackSheep-RP
Text Generation
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7B
β’
Updated
Jul 19, 2024
β’
1
TroyDoesAI/BlackSheep-Writer
Text Generation
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7B
β’
Updated
Jul 19, 2024
β’
2
TroyDoesAI/Merge2
Text Generation
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8B
β’
Updated
Jul 14, 2024
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1
TroyDoesAI/Merge1
Text Generation
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8B
β’
Updated
Jul 14, 2024
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3
TroyDoesAI/Abliterated-Merge-WIP-2
Text Generation
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8B
β’
Updated
Jul 14, 2024
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1
TroyDoesAI/Abliterated-Merge-WIP-3
Text Generation
β’
8B
β’
Updated
Jul 14, 2024
β’
1
TroyDoesAI/Abliterated-Merge-WIP
Text Generation
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8B
β’
Updated
Jul 14, 2024
β’
1
TroyDoesAI/BlackSheep-4B
Text Generation
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4B
β’
Updated
Jul 8, 2024
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18
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4
TroyDoesAI/BlackSheep-4k-Q6_K-RAM-5GB-gguf
4B
β’
Updated
Jul 7, 2024
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3
β’
1
TroyDoesAI/BlackSheep-4k-f16-RAM-9GB-gguf
4B
β’
Updated
Jul 7, 2024
β’
1
TroyDoesAI/BlackSheep-8k-Q6_K-RAM-7GB-gguf
4B
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Updated
Jul 7, 2024
TroyDoesAI/BlackSheep-8k-f16-RAM-11GB-gguf
4B
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Updated
Jul 7, 2024
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2
TroyDoesAI/BlackSheep-16k-Q6_K-RAM-10.3GB-gguf
4B
β’
Updated
Jul 7, 2024
β’
2
TroyDoesAI/BlackSheep-16k-f16-RAM-14.5GB-gguf
4B
β’
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Jul 7, 2024
β’
2
β’
1
TroyDoesAI/BlackSheep-32k-Q6_K-gguf
4B
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Updated
Jul 7, 2024
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22
TroyDoesAI/BlackSheep-32k-f16-gguf
4B
β’
Updated
Jul 7, 2024
β’
2
TroyDoesAI/Mini
Text Generation
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4B
β’
Updated
Jul 6, 2024
β’
2
TroyDoesAI/Mini_Llama-3B-Base
Text Generation
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4B
β’
Updated
Jul 5, 2024
β’
2
TroyDoesAI/Mini-Llama
Text Generation
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4B
β’
Updated
Jul 2, 2024
β’
1
TroyDoesAI/JailbrokeAI
Text Generation
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15B
β’
Updated
Jun 6, 2024
β’
9
β’
2
TroyDoesAI/TroyDoesAGI
Text Generation
β’
15B
β’
Updated
Jun 5, 2024
β’
10
TroyDoesAI/RAG-15B
Text Generation
β’
15B
β’
Updated
Jun 3, 2024
β’
2
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