Unbiased Bob

Deeply technical content about building and measuring coding AI on your own hardware.

Videos

An Unbiased Review of Meta's Muse Spark Open
816B parameters on 2× B200s ties a 27B model on Bob-Bench Wide. Play the skateboard games both models wrote. Transcript and ad-free torrent.
maybe wait on this one
Strata runs a 177B Qwen MoE at ~100 tok/s on one 4090. How the expert cache works, why llama.cpp is slower, and why I won't install it. Offline fork, transcript, and ad-free torrent.
8GB VRAM + 12GB RAM: Recommended Setup
Qwen3.6 35B-A3B on budget hardware: the config, a 1070 Ti trial, and 11 BBW configurations. Transcript and ad-free torrent.
Not even a model
PrismML's Ternary Bonsai 2 27B against three other ways to use an 8 GB card. Transcript, configs, and an ad-free download.
I was wrong about this
Qwen3.6 35B-A3B in 8 GB of VRAM by offloading the experts to system RAM. Transcript, config, and an ad-free download.
16 GB VRAM / 0 GB RAM
What to actually run on a 16 GB card, entirely resident in VRAM. Transcript, config, and an ad-free download.
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