Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.10 ND Mild positive 0.80 0.00 Worker Rights
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.24 ND Mild positive 0.80 0.00 Labor Rights
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
+0.10 Show HN: WARN Firehose – Every US layoff notice in one searchable database (warnfirehose.com)
134 points by sendkamal 5 days ago | 26 comments on HN | Mild positive ~lite vlite-1.4
Summary ~lite Worker Rights Acknowledges
Layoff tracker database
EQ 0.60
SO 0.40
TD 0.50
Lite evaluation by llama-3.3-70b-wai · editorial channel only · no per-section breakdown available
Audit Trail 16 entries
2026-02-28 07:09 eval_success Light evaluated: Mild positive (0.24) - -
2026-02-28 07:09 eval Evaluated by llama-4-scout-wai: +0.24 (Mild positive) 0.00
2026-02-28 07:09 rater_validation_warn Light validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 07:04 rater_validation_warn Light validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 07:04 eval_success Light evaluated: Mild positive (0.24) - -
2026-02-28 07:04 eval Evaluated by llama-4-scout-wai: +0.24 (Mild positive)
2026-02-28 06:57 eval_success Light evaluated: Mild positive (0.10) - -
2026-02-28 06:57 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 06:57 eval Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) +0.10
2026-02-28 06:52 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 06:52 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 06:52 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
2026-02-26 06:12 dlq Dead-lettered after 1 attempts: Show HN: WARN Firehose – Every US layoff notice in one searchable database - -
2026-02-26 05:28 credit_exhausted Credit balance too low, retrying in 342s - -
2026-02-26 02:31 dlq_replay DLQ message 1098 replayed: Show HN: WARN Firehose – Every US layoff notice in one searchable database - -
2026-02-26 01:54 dlq Dead-lettered after 1 attempts: Show HN: WARN Firehose – Every US layoff notice in one searchable database - -