Kush V2: 9.1 Out of 10 — The Sovereign Model
Kush V2 ships with zero data contamination, 1,443 curated training pairs, and 184 agent-generated examples. The first Hotep model with 7-gate validation.
Posts tagged #Sovereign AI
8 posts found
Kush V1: A New Name, A New Foundation
The first Hotep model on Meta's Llama 3.1 8B. A new naming convention, a new base architecture, and the bridge between v14's failures and Kush V2's triumph.
Hotep LLM v12: Quality Revolution Through Autonomous AI Engineering
How a 7-agent autonomous swarm transformed response quality from C+ to A-, and what the upcoming Kush V1 model means for sovereign intelligence.
Hotep LLM v14: Deployed, Audited, Reverted in 12 Hours
V14 trained successfully, passed compilation, and served real users — then scored 25/100 on quality audit. How contaminated training data hid in plain sight.
Hotep LLM v13: What Catastrophic Overfitting Taught Us
We switched base models, copied hyperparameters, and lost 29 GB of compute in hours. V13 was our most expensive failure — and our most valuable lesson.
Hotep LLM v11: The Pipeline That Changed Everything
Hotep LLM v11 was not just a model — it was an infrastructure revolution. How our hybrid scoring system and data pipeline shaped every model after it.
Hotep LLM v10: The Evolution of Sovereign Intelligence
Hotep LLM v10 now in production: how rigorous persona scoring, the Kosmos discovery, and an advanced RAG pipeline built our most aligned sovereign model.
Building Sovereign AI: Why Self-Hosting Matters for Cultural Technology
Building sovereign AI: a deep technical dive into self-hosted LLM infrastructure. How we built Hotep Intelligence with zero API dependencies or censorship.