Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 ND Neutral 1.00 0.00 Technology
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 ND Neutral 0.90 0.00 No human rights
Section @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast 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
0.00 Tiny QR code achieved using electron microscope technology (newatlas.com)
41 points by jonbaer 9 days ago | 27 comments on HN | Neutral ~lite vlite-1.4
Summary ~lite Technology Neutral
Technical article about creating tiny QR codes
EQ 0.50
SO 0.00
TD 0.00
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal · 2 evals
+1 0 −1 HN
Audit Trail 11 entries
2026-03-01 14:26 eval_skip Content gate: bot_protection - -
2026-02-28 07:29 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 07:29 rater_validation_warn Light validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 07:29 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
ED pure tech tutorial no rights stance
2026-02-28 07:09 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 07:09 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 07:09 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Tech news no rights stance
2026-02-26 06:06 dlq Dead-lettered after 1 attempts: Tiny QR code achieved using electron microscope technology - -
2026-02-26 05:04 credit_exhausted Credit balance too low, retrying in 260s - -
2026-02-26 02:31 dlq_replay DLQ message 870 replayed: Tiny QR code achieved using electron microscope technology - -
2026-02-26 01:54 dlq Dead-lettered after 1 attempts: Tiny QR code achieved using electron microscope technology - -