🕊️ God is the source code.

Tremayne Timms

Ttimms

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tremaynetimms
t-timms
tremayne-t-

AI & ML interests

Making big open models fit on one 16 GB consumer GPU. NVFP4 (Blackwell-native), GGUF, and REAP expert-pruned MoEs — every release ships with measured evals.

Recent Activity

liked a model about 3 hours ago

mradermacher/Bible-Assistant-Qwen3.5-4B-v3.2-GGUF

liked a dataset about 3 hours ago

nvidia/Open-SWE-Traces

new activity about 4 hours ago

Ttimms/KAT-Coder-V2.5-Dev-REAP-50-GGUF:Thank you!

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Ttimms 's collections 4

Bible AI Assistant

Retrieval-grounded Bible Q&A, Qwen3.5-4B, 16GB GPU. v3.2: 80.3% verse-quote exact, 98.9% citation, 1.9% halluc. github.com/t-timms/bible-ai-assistant

Ttimms/Bible-Assistant-Qwen3.5-4B-v2

Text Generation • 4B • Updated 1 day ago • 1.26k
Ttimms/Bible-Assistant-Qwen3.5-4B-v2-GGUF

Text Generation • 4B • Updated 1 day ago • 1.36k
Ttimms/Bible-Assistant-Qwen3.5-4B-v3.2

Text Generation • 4B • Updated 1 day ago • 341
Ttimms/Bible-Assistant-Qwen3.5-4B-v3.2-GGUF

Text Generation • 4B • Updated 1 day ago • 127

Ornith-1.5-35B-A3B · REAP-50

Ornith-1.5-35B-A3B (DeltaNet+MoE) pruned 50% (REAP) + NVFP4 for 16 GB. HumanEval+ 84%. github.com/t-timms/ornith-nvfp4

Ttimms/Ornith-1.5-35B-A3B-REAP-50-NVFP4A16

Text Generation • 19B • Updated 1 day ago • 1.17k • 3
Ttimms/Ornith-1.5-35B-A3B-REAP-50-GGUF

Text Generation • 19B • Updated 1 day ago • 1.39k • 3
Ttimms/Ornith-1.5-35B-A3B-REAP-50-bf16

Text Generation • 19B • Updated 1 day ago • 1.17k

KAT-Coder-V2.5-Dev · REAP-50 for 16 GB

KAT-Coder-V2.5-Dev pruned 50% (REAP) + quantized for a 16 GB GPU. SWE-bench Verified 52.0%. github.com/t-timms/kat-coder-nvfp4

Ttimms/KAT-Coder-V2.5-Dev-REAP-50-NVFP4A16

Text Generation • 19B • Updated 1 day ago • 1.88k
Ttimms/KAT-Coder-V2.5-Dev-REAP-50-NVFP4-W4A4

Text Generation • 19B • Updated 1 day ago • 873
Ttimms/KAT-Coder-V2.5-Dev-REAP-50-NVFP4A16-GPTQ

Text Generation • 19B • Updated 1 day ago • 78
Ttimms/KAT-Coder-V2.5-Dev-REAP-50-GGUF

Text Generation • 19B • Updated 1 day ago • 1.18k • 2

ZAYA1-8B · NVFP4

NVFP4 W4A4 quants of Zyphra's ZAYA1-8B for Blackwell / vLLM.

Ttimms/zaya1-8b-nvfp4-w4a4

Text Generation • 9B • Updated 3 days ago • 1.93k
Ttimms/zaya1-8b-nvfp4-w4a4-uniform

Text Generation • 9B • Updated 3 days ago • 1.84k