Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND — 0.77 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND ND — 0.83 — —
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.70 -0.60 Mild positive 0.90 0.95 FOSS Rights
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.70 -0.20 Moderate positive 0.90 0.79 Software Freedom
Section @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite
Preamble ND ND ND ND
Article 1 ND ND ND ND
Article 2 ND ND ND ND
Article 3 ND ND ND ND
Article 4 ND ND ND ND
Article 5 ND ND ND ND
Article 6 ND ND ND ND
Article 7 ND ND ND ND
Article 8 ND ND ND ND
Article 9 ND ND ND ND
Article 10 ND ND ND ND
Article 11 ND ND ND ND
Article 12 ND ND ND ND
Article 13 ND ND ND ND
Article 14 ND ND ND ND
Article 15 ND ND ND ND
Article 16 ND ND ND ND
Article 17 ND ND ND ND
Article 18 ND ND ND ND
Article 19 ND ND ND ND
Article 20 ND ND ND ND
Article 21 ND ND ND ND
Article 22 ND ND ND ND
Article 23 ND ND ND ND
Article 24 ND ND ND ND
Article 25 ND ND ND ND
Article 26 ND ND ND ND
Article 27 ND ND ND ND
Article 28 ND ND ND ND
Article 29 ND ND ND ND
Article 30 ND ND ND ND
ND Give Up GitHub – Software Freedom Conservancy (sfconservancy.org)
49 points by nreece 2 days ago | 8 comments on HN ~lite vlite-2.0
Summary ~lite
The Software Freedom Conservancy encourages FOSS developers to give up GitHub due to its proprietary nature and concerns about Microsoft's Copilot product.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 226 HN snapshots · 69 evals
+1 0 −1 HN
Audit Trail 89 entries
2026-03-08 20:35 eval_success PSQ evaluated: g-PSQ=-0.130 (3 dims) - -
2026-03-08 20:35 eval Evaluated by llama-4-scout-wai-psq: -0.13 (Mild negative) 0.00
2026-03-08 20:24 eval_success PSQ evaluated: g-PSQ=0.211 (3 dims) - -
2026-03-08 20:24 eval Evaluated by llama-3.3-70b-wai-psq: +0.21 (Mild positive) 0.00
2026-03-08 20:07 eval_success Lite evaluated: Mild positive (0.18) - -
2026-03-08 20:07 eval Evaluated by llama-4-scout-wai: +0.18 (Mild positive) 0.00
reasoning
The content discusses giving up GitHub due to its proprietary nature and implications for FOSS development, referencing
2026-03-08 20:07 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-08 19:57 eval_success Lite evaluated: Moderate positive (0.43) - -
2026-03-08 19:57 eval Evaluated by llama-3.3-70b-wai: +0.43 (Moderate positive) 0.00
reasoning
FOSS advocacy against GitHub
2026-03-08 18:38 eval_success PSQ evaluated: g-PSQ=-0.130 (3 dims) - -
2026-03-08 18:38 eval Evaluated by llama-4-scout-wai-psq: -0.13 (Mild negative) -0.32
2026-03-08 18:33 eval_success PSQ evaluated: g-PSQ=0.190 (3 dims) - -
2026-03-08 18:33 eval Evaluated by llama-4-scout-wai-psq: +0.19 (Mild positive) +0.32
2026-03-08 18:31 eval_success PSQ evaluated: g-PSQ=0.211 (3 dims) - -
2026-03-08 18:31 eval Evaluated by llama-3.3-70b-wai-psq: +0.21 (Mild positive) -0.27
2026-03-08 18:11 eval_success Lite evaluated: Mild positive (0.18) - -
2026-03-08 18:11 eval Evaluated by llama-4-scout-wai: +0.18 (Mild positive) 0.00
reasoning
The content discusses giving up GitHub due to its proprietary nature and implications for FOSS development, referencing
2026-03-08 18:11 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-08 18:07 eval_success Lite evaluated: Mild positive (0.18) - -
2026-03-08 18:07 eval Evaluated by llama-4-scout-wai: +0.18 (Mild positive) +0.13
reasoning
The content discusses giving up GitHub due to its proprietary nature and implications for FOSS development, referencing
2026-03-08 18:06 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-08 17:41 eval_success Lite evaluated: Moderate positive (0.43) - -
2026-03-08 17:41 eval Evaluated by llama-3.3-70b-wai: +0.43 (Moderate positive) 0.00
reasoning
FOSS advocacy against GitHub
2026-03-08 16:53 eval_success PSQ evaluated: g-PSQ=-0.130 (3 dims) - -
2026-03-08 16:53 eval Evaluated by llama-4-scout-wai-psq: -0.13 (Mild negative) 0.00
2026-03-08 16:50 eval_success PSQ evaluated: g-PSQ=0.480 (3 dims) - -
2026-03-08 16:50 eval Evaluated by llama-3.3-70b-wai-psq: +0.48 (Moderate positive) +0.27
2026-03-08 16:46 eval_success PSQ evaluated: g-PSQ=0.211 (3 dims) - -
2026-03-08 16:46 eval Evaluated by llama-3.3-70b-wai-psq: +0.21 (Mild positive) 0.00
2026-03-08 16:01 eval_success Lite evaluated: Neutral (0.05) - -
2026-03-08 16:01 eval Evaluated by llama-4-scout-wai: +0.05 (Neutral) -0.13
reasoning
The content discusses giving up GitHub due to its proprietary nature and implications for FOSS development, referencing
2026-03-08 16:01 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-08 15:18 eval_success Lite evaluated: Moderate positive (0.43) - -
2026-03-08 15:18 eval Evaluated by llama-3.3-70b-wai: +0.43 (Moderate positive) 0.00
reasoning
FOSS advocacy against GitHub
2026-03-08 15:13 eval_success Lite evaluated: Moderate positive (0.43) - -
2026-03-08 15:13 eval Evaluated by llama-3.3-70b-wai: +0.43 (Moderate positive) 0.00
reasoning
FOSS advocacy against GitHub
2026-03-08 14:29 eval Evaluated by llama-4-scout-wai-psq: -0.13 (Mild negative) 0.00
2026-03-08 14:24 eval Evaluated by llama-4-scout-wai-psq: -0.13 (Mild negative) 0.00
2026-03-08 14:21 eval Evaluated by llama-3.3-70b-wai-psq: +0.21 (Mild positive) 0.00
2026-03-08 14:17 eval Evaluated by llama-3.3-70b-wai-psq: +0.21 (Mild positive) 0.00
2026-03-08 14:11 eval Evaluated by llama-4-scout-wai: +0.18 (Mild positive) 0.00
reasoning
The content discusses giving up GitHub due to its proprietary nature and implications for FOSS development, referencing
2026-03-08 13:58 eval Evaluated by llama-3.3-70b-wai: +0.43 (Moderate positive) 0.00
reasoning
FOSS advocacy against GitHub
2026-03-08 13:12 eval Evaluated by llama-4-scout-wai-psq: -0.13 (Mild negative) 0.00
2026-03-08 13:06 eval Evaluated by llama-3.3-70b-wai-psq: +0.21 (Mild positive) 0.00
2026-03-08 13:02 eval Evaluated by llama-4-scout-wai: +0.18 (Mild positive) 0.00
reasoning
The content discusses giving up GitHub due to its proprietary nature and implications for FOSS development, referencing
2026-03-08 13:01 eval Evaluated by llama-3.3-70b-wai-psq: +0.21 (Mild positive) -0.27
2026-03-08 12:57 eval Evaluated by llama-4-scout-wai: +0.18 (Mild positive) +0.13
reasoning
The content discusses giving up GitHub due to its proprietary nature and implications for FOSS development, referencing
2026-03-08 12:49 eval Evaluated by llama-3.3-70b-wai: +0.43 (Moderate positive) 0.00
reasoning
FOSS advocacy against GitHub
2026-03-08 11:59 eval Evaluated by llama-4-scout-wai-psq: -0.13 (Mild negative) 0.00
2026-03-08 11:54 eval Evaluated by llama-4-scout-wai-psq: -0.13 (Mild negative) 0.00
2026-03-08 11:48 eval Evaluated by llama-3.3-70b-wai-psq: +0.48 (Moderate positive) +0.27
2026-03-08 11:44 eval Evaluated by llama-4-scout-wai: +0.05 (Neutral) 0.00
reasoning
The content discusses giving up GitHub due to its proprietary nature and implications for FOSS development, referencing
2026-03-08 11:39 eval Evaluated by llama-4-scout-wai: +0.05 (Neutral) -0.13
reasoning
The content discusses giving up GitHub due to its proprietary nature and implications for FOSS development, referencing
2026-03-08 11:37 eval Evaluated by llama-3.3-70b-wai: +0.43 (Moderate positive) 0.00
reasoning
FOSS advocacy against GitHub
2026-03-08 10:39 eval Evaluated by llama-4-scout-wai-psq: -0.13 (Mild negative) 0.00
2026-03-08 10:34 eval Evaluated by llama-3.3-70b-wai-psq: +0.21 (Mild positive) 0.00
2026-03-08 10:27 eval Evaluated by llama-4-scout-wai: +0.18 (Mild positive) +0.06
reasoning
The content discusses giving up GitHub due to its proprietary nature and implications for FOSS development, referencing
2026-03-08 10:24 eval Evaluated by llama-3.3-70b-wai: +0.43 (Moderate positive) +0.05
reasoning
FOSS advocacy against GitHub
2026-03-08 09:34 eval Evaluated by llama-4-scout-wai-psq: -0.13 (Mild negative) 0.00
2026-03-08 09:28 eval Evaluated by llama-3.3-70b-wai-psq: +0.21 (Mild positive) 0.00
2026-03-08 09:25 eval Evaluated by llama-4-scout-wai: +0.12 (Mild positive) 0.00
reasoning
The content discusses giving up GitHub due to its proprietary nature and implications for FOSS development, referencing
2026-03-08 09:23 eval Evaluated by llama-3.3-70b-wai: +0.38 (Moderate positive) 0.00
reasoning
FOSS advocacy against GitHub
2026-03-08 08:31 eval Evaluated by llama-4-scout-wai-psq: -0.13 (Mild negative) 0.00
2026-03-08 08:25 eval Evaluated by llama-3.3-70b-wai-psq: +0.21 (Mild positive) 0.00
2026-03-08 08:24 eval Evaluated by llama-4-scout-wai: +0.12 (Mild positive) 0.00
reasoning
The content discusses giving up GitHub due to its proprietary nature and implications for FOSS development, referencing
2026-03-08 08:21 eval Evaluated by llama-3.3-70b-wai: +0.38 (Moderate positive) 0.00
reasoning
FOSS advocacy against GitHub
2026-03-08 08:20 eval Evaluated by llama-3.3-70b-wai-psq: +0.21 (Mild positive) -0.27
2026-03-08 08:16 eval Evaluated by llama-3.3-70b-wai: +0.38 (Moderate positive) 0.00
reasoning
FOSS advocacy against GitHub
2026-03-08 07:26 eval Evaluated by llama-4-scout-wai-psq: -0.13 (Mild negative) 0.00
2026-03-08 07:22 eval Evaluated by llama-4-scout-wai: +0.12 (Mild positive) 0.00
reasoning
The content discusses giving up GitHub due to its proprietary nature and implications for FOSS development, referencing
2026-03-08 07:16 eval Evaluated by llama-3.3-70b-wai-psq: +0.48 (Moderate positive) -0.05
2026-03-08 07:13 eval Evaluated by llama-3.3-70b-wai: +0.38 (Moderate positive) 0.00
reasoning
FOSS advocacy against GitHub
2026-03-08 07:09 eval Evaluated by llama-3.3-70b-wai: +0.38 (Moderate positive) 0.00
reasoning
FOSS advocacy against GitHub
2026-03-08 06:27 eval Evaluated by llama-4-scout-wai-psq: -0.13 (Mild negative) -0.34
2026-03-08 06:23 eval Evaluated by llama-4-scout-wai: +0.12 (Mild positive) 0.00
reasoning
The content discusses giving up GitHub due to its proprietary nature and implications for FOSS development, referencing
2026-03-08 06:22 eval Evaluated by llama-4-scout-wai-psq: +0.21 (Mild positive) +0.34
2026-03-08 06:17 eval Evaluated by llama-3.3-70b-wai-psq: +0.53 (Moderate positive) +0.32
2026-03-08 06:12 eval Evaluated by llama-3.3-70b-wai: +0.38 (Moderate positive) 0.00
reasoning
FOSS advocacy against GitHub
2026-03-08 05:22 eval Evaluated by llama-4-scout-wai: +0.12 (Mild positive) 0.00
reasoning
The content discusses giving up GitHub due to its proprietary nature and implications for FOSS development, referencing
2026-03-08 05:19 eval Evaluated by llama-4-scout-wai-psq: -0.13 (Mild negative) 0.00
2026-03-08 05:17 eval Evaluated by llama-4-scout-wai: +0.12 (Mild positive) 0.00
reasoning
The content discusses giving up GitHub due to its proprietary nature and implications for FOSS development, referencing
2026-03-08 05:14 eval Evaluated by llama-4-scout-wai-psq: -0.13 (Mild negative) 0.00
2026-03-08 05:14 eval Evaluated by llama-3.3-70b-wai-psq: +0.21 (Mild positive) +0.26
2026-03-08 05:12 eval Evaluated by llama-3.3-70b-wai: +0.38 (Moderate positive) 0.00
reasoning
FOSS advocacy against GitHub
2026-03-08 04:16 eval Evaluated by llama-4-scout-wai: +0.12 (Mild positive) 0.00
reasoning
The content discusses giving up GitHub due to its proprietary nature and implications for FOSS development, referencing
2026-03-08 04:11 eval Evaluated by llama-4-scout-wai-psq: -0.13 (Mild negative)
2026-03-08 04:11 eval Evaluated by llama-3.3-70b-wai-psq: -0.04 (Neutral)
2026-03-08 04:11 eval Evaluated by llama-4-scout-wai: +0.12 (Mild positive)
reasoning
The content discusses giving up GitHub due to its proprietary nature and implications for FOSS development, referencing
2026-03-08 04:11 eval Evaluated by llama-3.3-70b-wai: +0.38 (Moderate positive)
reasoning
FOSS advocacy against GitHub