GitHub

litelm_forge_report.json

"model_name": "Qwen 2.5 Coder 1.5B", "model_api_name": "qwen2.5-coder-1.5b-instruct", "prompt_text": "Write ONLY Python code (no explanations, no markdown, no ...
note

VRAM 16GB or Less Local LLM Performance Verification Part 5 - Supplementary Edition: Can 10 Coding-Focused Questions Redeem gemma-4-12b?

In the main part of the fifth installment, we conducted a broad verification of logical reasoning, language processing, and ethical filters, but there was a concern that it might have been an ...
Scientific American

Anthropic warns AI could soon start improving itself. Critics aren’t convinced

The maker of Claude wants AI labs, including itself, to prepare for a coordinated slowdown if models begin building their own ...
GitHub

Back-End Developer Interview Questions

This page has been translated to Chinese by monklof. I started writing down this list as my personal notes of topics I discussed with colleagues and friends, and that I wanted to deepen... I'm not a ...
Frontiers

The Sentinel Phenotype: a theoretical bioenergetic and neurobiological framework for high-fidelity predictive systems (HEPOE Theory)

2.4 Bioenergetic foundations and neural efficiency The HEPOE framework postulates that the cognitive capacity of the Sentinel is not merely a psychological trait, but a thermodynamic function ...