domain-specific-llm

First Open-Source Industry-Specific Model for Semiconductors

Open-source benchmark for evaluating LLMs on domain-specific geological reasoning, AI for geology, and source-grounded geological knowledge.

DAI: A Domain-Specific LLM with Model-Excluded Authority, Capability-Disjoint Verification, and Recomputable Receipts. Research paper by Hiago Kin Levi, Decripte. Topics: cybersecurity LLMs, information security and governed incident response.

GenAI | RAG-based conversational AI for agricultural advisory using semantic retrieval (ChromaDB + MiniLM) and LLaMA 3 (Groq)

Experimenting with domain-specific LLM fine-tuning (StarCoder) for SAP HANA SQL and enterprise code generation.

Autonomous Defensive AI: An Envelope-and-Evidence Framework for Governed LLMs Acting on Production Infrastructure. Research paper by Hiago Kin Levi, Decripte. Topics: autonomous defensive AI, AI security and bounded incident response.

Fine-tuned TinyLlama using LoRA on a custom FastAPI Q&A dataset to create a specialized domain expert model. Includes dataset prep, LoRA training script, inference interface, and Colab-ready workflow.