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 Open Source Firmware
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.10 ND Mild positive 0.80 0.00 Open Source Tech
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 Why is there no open source firmware for laser or inkjet printers? (2019) (hackaday.io)
148 points by walterbell 1021 days ago | 73 comments on HN | Mild positive ~lite vlite-1.4
Summary ~lite Open Source Firmware Acknowledges
Discussion on open source printer firmware
EQ 0.60
SO 0.40
TD 0.20
Lite evaluation by llama-3.3-70b-wai · editorial channel only · no per-section breakdown available
Audit Trail 9 entries
2026-02-28 10:29 eval_success Lite evaluated: Mild positive (0.10) - -
2026-02-28 10:29 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive)
2026-02-28 10:29 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 10:27 eval_success Lite evaluated: Mild positive (0.20) - -
2026-02-28 10:27 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 10:27 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
2026-02-28 10:22 eval_success Lite evaluated: Mild positive (0.20) - -
2026-02-28 10:22 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive)
2026-02-28 10:22 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 0W 1R - -