ND Building LLMs from the Ground Up: A 3-Hour Coding Workshop (magazine.sebastianraschka.com)
970 points by mdp2021 566 days ago | 136 comments on HN ~lite vlite-2.0
Summary ~lite
Neutral, informative article on building LLMs with no visible threats.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal · 2 evals
+1 0 −1 HN
Audit Trail 5 entries
2026-03-19 01:37 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-19 01:37 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-19 01:32 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-19 01:32 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
Technical article on building LLMs, no explicit human rights discussion
2026-03-19 01:32 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -