Forge: guardrails that make small models reliable
Forge adds guardrails to local LLM tool-calling in Python. Lifts an 8B model from ~32% to 84% on its eval suite — no model swap, just a reliability wrapper.
Ollama
3 articles tagged #ollama
Articles tagged Ollama
CVE-2026-7482 Bleeding Llama: Ollama heap leak hits 300K servers
CVE-2026-7482 'Bleeding Llama' in Ollama leaks heap memory (API keys, env vars, chat history) to unauthenticated attackers. Patched in 0.17.1.
Local AI in 2026: what's running on the box
Local AI on a single RTX 3060: Ollama, SillyTavern, and Stable Diffusion WebUI Forge. What's on the box, why those choices, and what changed in 2026.