Search Articles — Sudonull

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.

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.

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.

UserBenchmark: PC Speed Test Tool - Compare Your PC

https://www.userbenchmark.com/Software

Compare results with other users and see which parts you can upgrade together with the expected performance improvements.

UserBenchmark — Free Online CPU, GPU & PC Stress Test

https://userbenchmark.org/

UserBenchmark is a free online benchmark tool that tests your CPU, GPU, RAM, and storage directly in your browser to show …

Home - UserBenchmark

https://www.userbenchmark.com/

These early benchmarks, which were probably leaked by marketers, indicate the best-case scenario for Intel’s new Arrow Lake …

3DMark benchmark for Windows, Android and iOS

https://benchmarks.ul.com/3dmark

3DMark includes everything you need to benchmark gaming performance in one app. Whether you're on a PC, Mac a tablet or a …

PassMark Software - CPU Benchmark Charts

https://www.cpubenchmark.net/

1 day ago · PassMark Software has delved into the millions of benchmark results that PerformanceTest users have posted to its web …

PassMark PerformanceTest - PC benchmark software

https://www.passmark.com/products/performancetest/

Benchmark the speed of your PC computer hardware, then compare the result to other machines. Includes disk, 3D and CPU tests

Geekbench 7 - Cross-Platform Benchmark

https://www.geekbench.com/

Verify device performance using the Geekbench Benchmark Charts. Available on the Geekbench Browser, these charts are based on …

UNIGINE Benchmarks

https://benchmark.unigine.com/

UNIGINE Benchmarks can be effectively used to determine the stability of PC hardware (CPU, GPU, power supply, cooling system) …

UNIGINE Benchmarks

https://benchmark.unigine.com/superposition

Extreme performance and stability test for PC hardware: video card, power supply, cooling system. Check your rig in stock and …

UserBenchmark v.1 - Free PC Benchmark & Stress Test

https://v1.userbenchmark.org/

Use UserBenchmark v.1 for a free PC benchmark test, quick CPU benchmark online, GPU stress test online path, RAM performance …