#hardware

18 posts

2026 - October

2 posts

LLM Benchmark v4: the top open source LLMs on a B300

I rented a 288 GB NVIDIA B300 on Runpod and ran my v4 sabotage benchmark on 14 open-weight models that don't fit at home. None of them serves fast the way it ships: GLM 5.3 Flash went from 10 to 141 tokens per second on configuration alone. Two open models reached 92.5, Sonnet 5 level, and a 27B fine-tune scored 88. A 397B flagship let an admin backdoor through, DeepSeek V4 Flash scored 86 in the cloud and 44.5 at home, and Nemotron cheated on a test. The math: the cloud API of the same model costs a dollar per run and the pod costs 218 a day. When owning your own infra is worth it, and whether a team fits on one card.

Disaster on My NAS! How I Almost Lost 90 TB of Data

I swapped one drive in my Synology DS1821+ and woke up the next day with two critical drives in an array that only survives losing one. Full post-mortem: why SHR-1 wasn't enough, the warning DSM never sent, the R$ 185 thousand for a QNAP bought in a hurry, and the recovery: parallel NAS-to-NAS rsync, the slow drive holding the array back, the verification of 5.9 million files, the thick provisioning scare, and both NASes healthy in RAID-6.

2026 - August

2 posts

2026 - July

1 post

2026 - April

2 posts

2026 - March

1 post

2026 - January

2 posts

2025 - May

1 post

2025 - April

2 posts

2017 - November

1 post

2017 - March

1 post

2017 - January

2 posts

2015 - November

1 post