Services
🧠
Custom LLM Development
Design, training, alignment, and deployment — all built from scratch.
FRANKENSTALLM, EVAFRILL-Mo
⚙️
AI Infrastructure
GPU monitoring, ML environment automation, and file processing infrastructure.
mig-gpu-mon, machine-setting, filewallball
🚀
AI Application Solutions
Video privacy, document automation, and other domain-specific solutions.
jeju_masking, hwpx-generator
Portfolio
FRANKENSTALLM
3B Korean Dense Transformer LLM, built from scratch
Korean NLU 100.0142.5 TPS8×B200 FP8 Training
TransformerGQAFP8ORPOSentencePiece
EVAFRILL-Mo
2.94B Hybrid Mamba-2 + Transformer, Nemotron-H inspired
24 SSM + 2 Attention Layers55B TokensSLERP Merge
Mamba-2Nemotron-HHybridDPOFP8
About
Built from Scratch
No forks, full custom implementation. All design decisions and failures made public.
Training
Cloud GPU Gov't funding in progress
Pipeline
Pretrain → SFT → DPO/ORPO → Deployment
Transparency
Builder logs, failure records, all decisions public