Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.20 ND Mild positive 0.80 0.00 Teen Mental Health
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.40 ND Moderate positive 0.80 0.00 Mental Health
Section @cf/meta/llama-3.3-70b-instruct-fp8-fast lite @cf/meta/llama-4-scout-17b-16e-instruct lite Delta
Preamble ND ND
Article 1 ND ND
Article 2 ND ND
Article 3 ND ND
Article 4 ND ND
Article 5 ND ND
Article 6 ND ND
Article 7 ND ND
Article 8 ND ND
Article 9 ND ND
Article 10 ND ND
Article 11 ND ND
Article 12 ND ND
Article 13 ND ND
Article 14 ND ND
Article 15 ND ND
Article 16 ND ND
Article 17 ND ND
Article 18 ND ND
Article 19 ND ND
Article 20 ND ND
Article 21 ND ND
Article 22 ND ND
Article 23 ND ND
Article 24 ND ND
Article 25 ND ND
Article 26 ND ND
Article 27 ND ND
Article 28 ND ND
Article 29 ND ND
Article 30 ND ND
+0.20 With teen mental health deteriorating over five years, there’s a likely culprit (theconversation.com)
503 points by lxm 2954 days ago | 438 comments on HN | Mild positive ~lite vlite-1.4
Summary ~lite Teen Mental Health Acknowledges
Teen mental health concerns
EQ 0.70
SO 0.60
TD 0.50
Lite evaluation by llama-3.3-70b-wai · editorial channel only · no per-section breakdown available
Longitudinal · 3 evals
+1 0 −1 HN
Audit Trail 9 entries
2026-02-28 12:42 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 12:42 eval_success Lite evaluated: Mild positive (0.20) - -
2026-02-28 12:42 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive)
reasoning
Editorial on teen mental health
2026-02-28 12:42 eval_success Lite evaluated: Moderate positive (0.40) - -
2026-02-28 12:42 eval Evaluated by llama-4-scout-wai: +0.40 (Moderate positive) 0.00
reasoning
Editorial discussing teen mental health and smartphone impact
2026-02-28 12:42 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 12:37 eval_success Lite evaluated: Moderate positive (0.40) - -
2026-02-28 12:37 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 12:37 eval Evaluated by llama-4-scout-wai: +0.40 (Moderate positive)
reasoning
Editorial discussing teen mental health and smartphone impact