Classic Large Language Models built by “WithIn Us Ai” from scratch focused on Deep COT in tiny models
🔄 In a Training Loop
Guy DuGan II
11-47
AI & ML interests
A Recursive Seed AI is an AI capable of autonomously improving its own architecture, code, knowledge, training methods, or reasoning abilities, creating progressively more capable descendants of itself. (Nailed It)
Recent Activity
updated a dataset 1 day ago
WithinUsAI/Royal_Ghost_Coder_501k updated a model 1 day ago
ITLL/Opus4.7-GODs.Ghost.Codex-4B.GGuF updated a model 1 day ago
ITLL/IBM-Grok4-UltraFast-Coder-1B-GGUFOrganizations
models 24
11-47/GOD.Agent.4
12.4M • Updated • 4
11-47/GOD.Agent.7
12.4M • Updated • 2
11-47/GOD.Agent.11
12.4M • Updated • 1
11-47/Bounty.Hunter.47m
49.7M • Updated
11-47/Nano.Deep.Reasoner.11m-HyperMini
14.9M • Updated • 11 • 1
11-47/Mini.Deep.Thinker.11m
12.4M • Updated • 20 • 2
11-47/Nano.Deep.Reasoner.11m
12.7M • Updated • 17
11-47/FrontD.11m
Text Generation • Updated • 8
11-47/Ghost.Xylo.147m-e1
0.2B • Updated • 65
11-47/Ghost.Xylo.0.2B
0.2B • Updated • 11
datasets 97
11-47/bugbounty-hunter-v1
Viewer • Updated • 52.7k • 49
11-47/autonomous-ai-agents-multi-agent-swarms-2026
Viewer • Updated • 30 • 1.73k • 18
11-47/Organized_PreTrain_Agent_202k
Viewer • Updated • 202k • 228
11-47/Organized_PreTrain_Math_156K
Viewer • Updated • 156k • 59
11-47/Organized_PreTrain_1k_Context
Viewer • Updated • 2.71M • 458
11-47/Organized_PreTrain_WIUAI_1.3M
Viewer • Updated • 1.37M • 415
11-47/Organized_Pretrain_HR_213K
Viewer • Updated • 213k • 168
11-47/Organized_PreTrain_Instruct_366k
Viewer • Updated • 367k • 639
11-47/Organized_PreTrain_Agent_287k
Viewer • Updated • 287k • 448
11-47/Organized_PreTrain_Cyber_Security_640k
Viewer • Updated • 640k • 646