Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 ND Neutral 0.90 0.00 Technology
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 ND Neutral 0.90 0.00 No human rights theme
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 Show HN: Llama 3.1 70B on a single RTX 3090 via NVMe-to-GPU bypassing the CPU (github.com)
394 points by xaskasdf 9 days ago | 101 comments on HN | Neutral ~lite vlite-1.4
Summary ~lite Technology Neutral
Technical discussion on AI model inference
EQ 0.50
SO 0.50
TD 0.50
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal · 2 evals
+1 0 −1 HN
Audit Trail 22 entries
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: Technical discussion on AI model inference
2026-02-28 07:07 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 07:07 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 07:07 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Tech tutorial no rights stance
2026-02-26 06:53 dlq Dead-lettered after 1 attempts: Show HN: Llama 3.1 70B on a single RTX 3090 via NVMe-to-GPU bypassing the CPU - -
2026-02-26 06:44 credit_exhausted Credit balance too low, retrying in 257s - -
2026-02-26 06:39 credit_exhausted Credit balance too low, retrying in 304s - -
2026-02-26 06:38 dlq Dead-lettered after 1 attempts: Show HN: Llama 3.1 70B on a single RTX 3090 via NVMe-to-GPU bypassing the CPU - -
2026-02-26 06:36 dlq Dead-lettered after 1 attempts: Show HN: Llama 3.1 70B on a single RTX 3090 via NVMe-to-GPU bypassing the CPU - -
2026-02-26 06:34 dlq Dead-lettered after 1 attempts: Show HN: Llama 3.1 70B on a single RTX 3090 via NVMe-to-GPU bypassing the CPU - -
2026-02-26 06:33 dlq Dead-lettered after 1 attempts: Show HN: Llama 3.1 70B on a single RTX 3090 via NVMe-to-GPU bypassing the CPU - -
2026-02-26 06:30 dlq Dead-lettered after 1 attempts: Show HN: Llama 3.1 70B on a single RTX 3090 via NVMe-to-GPU bypassing the CPU - -
2026-02-26 06:26 credit_exhausted Credit balance too low, retrying in 268s - -
2026-02-26 06:25 credit_exhausted Credit balance too low, retrying in 343s - -
2026-02-26 06:24 dlq Dead-lettered after 1 attempts: Show HN: Llama 3.1 70B on a single RTX 3090 via NVMe-to-GPU bypassing the CPU - -
2026-02-26 06:12 credit_exhausted Credit balance too low, retrying in 317s - -
2026-02-26 06:12 dlq Dead-lettered after 1 attempts: Show HN: Llama 3.1 70B on a single RTX 3090 via NVMe-to-GPU bypassing the CPU - -
2026-02-26 06:11 dlq Dead-lettered after 1 attempts: Show HN: Llama 3.1 70B on a single RTX 3090 via NVMe-to-GPU bypassing the CPU - -
2026-02-26 06:11 credit_exhausted Credit balance too low, retrying in 331s - -
2026-02-26 06:10 dlq Dead-lettered after 1 attempts: Show HN: Llama 3.1 70B on a single RTX 3090 via NVMe-to-GPU bypassing the CPU - -