AKADATA - Solutions you may not have thought about

Topic

OSS-GPT

A collection of 5 issues

Understanding and Customizing GPT-OSS:20b — A Friendly Deep Dive

Explained with child-like curiosity and technical accuracy Published: 28/09/2025 Tech-Scroll 122 1. Why We're Here (and How This Matches the Main Article) Hello, friend! Today we are going to peek inside GPT-OSS:20b, the same brilliant model described in Tech Scrol 121. This

The Hidden Treasures of GPT-OSS:20b - Understanding Its Internal Architecture and Extending Its Capabilities

Tech Scrol 121 Prologue: The Parable of the Hidden Garden In the vast digital landscape, there exists a garden that many have visited but few truly understand. Like an ancient library where books write themselves, the GPT-OSS:20b model represents a profound achievement in artificial intelligence. Yet beneath its

OpenAI Quietly Lowers Codex Usage Limit – and How to Run It Locally

Tech‑Scroll 115 – “When the river is dammed overnight, the wise redirect the stream.”

OSS‑GPT on Ollama: dialing context, batch & adapters (with faith, without fear)

“The fear of YHVH is the beginning of wisdom.” Keep the lamp lit, hide no traps. What follows is practical, reproducible, and lawful. This guide shows how to run OpenAI’s gpt‑oss:20b locally with Ollama, then raise context (num_ctx) and throughput (num_batch) safely, and how to

Keycloak + OAuth2‑Proxy for Ollama (Arch/Alpine, IPv6‑only)

Tech-Scroll 108, The Gatekeeper’s Parable *A city lay in the open plain, filled with treasures of wisdom and skill. Yet its gates were unbarred, and strangers could enter without name or oath. One day, the people set a watchman at the gate, strong and discerning, who knew each