LLM MODELS TRAINED, FINE-TUNED, MERGED BY (WITHIN US AI)
WithIn Us AI
company
AI & ML interests
*Agentic AI *Code LLMs *Evaluation / SWE-bench **Tool Calling *Secure Code Generation *Mixture-of-Experts (MoE) *Continual Learning *MLOps / CI Integration
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Within Us AI
Frontier-grade datasets for agentic, reasoning-driven AI software engineering.
Within Us AI builds high-signal open datasets designed to train AI systems that think, build, verify, and operate like real software engineers.
Focus Areas
- Agentic AI & tool-using workflows
- Code LLM datasets (tests-as-truth, diff-first patching)
- Reasoning & evaluation-driven training
- Secure, governed, auditable AI engineering
- Cost- and latency-aware autonomous systems
Flagship Work
- Genesis AI Code
Demo → 10K → 50K → 100K (Frontier)
Intelligence is not just generated. It is engineered.
models 19
WithinUsAI/Next_Nemotron_Reasoning_Coder-7B
Text Generation • Updated
• 18 • 2
WithinUsAI/GPT2.5.2-high-reasoning-codex-0.4B
0.4B • Updated
• 128 • 2
WithinUsAI/GPT2.5.2-high-reasoning-codex-0.4B-GGUF
0.4B • Updated
• 17
WithinUsAI/GPT-2.5.2-NSFW-Codex-0.4B-GGUF
0.4B • Updated
• 6
WithinUsAI/GPT5.1-high-reasoning-codex-0.4B-GGUF
0.4B • Updated
• 6
WithinUsAI/Qwen3-0.6B-Qrazy-Qoder-i1-GGUF
0.6B • Updated
• 17 • 1
WithinUsAI/GPT-2.5.2-NSFW-Codex-0.4B
0.4B • Updated
• 88 • 3
WithinUsAI/GPT5.1-high-reasoning-codex-0.4B
0.4B • Updated
• 80 • 2
WithinUsAI/flanT5-MoE-7X0.1B-PythonGOD-AgenticAI
77M • Updated
• 182 • 2
WithinUsAI/flanT5-MoE-7X0.1B-PythonGOD-25k
77M • Updated
• 139 • 1
datasets 79
WithinUsAI/GPT-2-to-GPT-5-5k
Viewer
• Updated
• 5k • 18 • 1
WithinUsAI/mindset_datasets_5x25k
Preview
• Updated
• 58 • 2
WithinUsAI/Ancient_Civilaztion_Historian_25k
Viewer
• Updated
• 25k • 36 • 2
WithinUsAI/Ancient_MaaterMind_MOE_1k
Viewer
• Updated
• 1k • 22
WithinUsAI/Ancient_MasterMind_COT_1k
Viewer
• Updated
• 1k • 20
WithinUsAI/Ancient_MasterMind_10k
Viewer
• Updated
• 10k • 32 • 2
WithinUsAI/Ancient_MasterMind_3k
Viewer
• Updated
• 3k • 17
WithinUsAI/Ancient_MasterMind_1k
Viewer
• Updated
• 1k • 21
WithinUsAI/Ancient_Civilization_25k
Viewer
• Updated
• 25k • 18 • 1
WithinUsAI/Python_GOD_Coder_5k
Viewer
• Updated
• 5k • 41 • 2