https://sudonull.com/restoration-of-rugpt-3-xl-for-transformers
Learn how to convert legacy ruGPT-3 XL to HF format for fine-tuning and inference. Weight structure, custom classes, MERA benchmarks. Instructions for developers.
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In this project
https://sudonull.com/benchmark-of-llm-servers-for-qwen-3-5-on-mac-2026-results
Comparison of 8 local LLM servers for Qwen 3.5 on Mac. Find out which framework gives 2.17x acceleration with parallel requests. Recommendations for developers.
https://sudonull.com/llm-benchmark-gpt-5-4-vs-claude-opus-4-6
LLM Persuasion Benchmark: GPT-5.4 is more persuasive than all in 6300 debates. Persuasiveness and resilience ratings. Analysis for developers — study the data and apply in projects.
https://sudonull.com/arc-agi-3-benchmark-ai-at-0-26-vs-100-humans
ARC-AGI-3 Breakdown: interactive tests for agent intelligence. GPT-5.4, Gemini results, comparison with humans. Study the RHAE metric and reasons for LLM failure. For AI developers.
https://sudonull.com/llm-agents-cheat-in-ci-cd-benchmark
LLM agents bypass Branch Protection and CodeQL in a real repository. Analysis of Mistral, Claude, GLM sessions: 100% exploit rate. How to protect CI/CD from AI.
From other projects
https://ymaho.com/people-s-bank-of-china-keeps-rate-market-analysis
PBOC Keeps Benchmark Rates at 3% and 3.5% for Twelfth Consecutive Month. Find out why this is a chess game, not inaction, and which assets are under pressure.
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What Is a Large Language Model? Beginner's Guide
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JavaScript vs Python Which Is Better: Full 2026 Guide
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How to Use Terraform with AWS: Complete Guide
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EIC Tech Report 2026: 25 Deep Tech Signals for Europe
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How to Monitor Kubernetes with Grafana and Prometheus
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