UniHive RecSys hybrid engine v2.0: ONNX models, code, checkpoints, model card, full report
1f9a1bf verified Download hybrid_engine/artifacts/validation_two_sessions.json from Tirthanker/UniHive_RecSys: direct link, hf CLI and curl.
- Browser
- Download file 1.95 kB
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https://huggingface.co/Tirthanker/UniHive_RecSys/resolve/main/hybrid_engine/artifacts/validation_two_sessions.json
- Command line
-
hf download hf://Tirthanker/UniHive_RecSys/hybrid_engine/artifacts/validation_two_sessions.json
-
curl -L -o validation_two_sessions.json https://huggingface.co/Tirthanker/UniHive_RecSys/resolve/main/hybrid_engine/artifacts/validation_two_sessions.json
1.95 kB
| { | |
| "session 1 (P09_2026-10-07_04-51-26)": { | |
| "posts": 89, | |
| "engaged": 11, | |
| "results": { | |
| "engine 2.0 (shipped)": { | |
| "NDCG10": 0.255, | |
| "engaged_in_top10": 3, | |
| "AUC": 0.688, | |
| "topic_share_top10": 0.7, | |
| "pages25_NDCG10": 0.468, | |
| "pages": 3 | |
| }, | |
| "engine 2.0, no Qwen3 vectors (today's backend)": { | |
| "NDCG10": 0.249, | |
| "engaged_in_top10": 3, | |
| "AUC": 0.76, | |
| "topic_share_top10": 0.7, | |
| "pages25_NDCG10": 0.336, | |
| "pages": 3 | |
| }, | |
| "engine 1.1 (with community)": { | |
| "NDCG10": 0.413, | |
| "engaged_in_top10": 5, | |
| "AUC": 0.78, | |
| "topic_share_top10": 0.7, | |
| "pages25_NDCG10": 0.559, | |
| "pages": 3 | |
| }, | |
| "Reddit feed order": { | |
| "NDCG10": 0.641, | |
| "engaged_in_top10": 6, | |
| "AUC": 0.917 | |
| }, | |
| "random (200 shuffles)": { | |
| "NDCG10": 0.124, | |
| "engaged_in_top10": 1.095, | |
| "AUC": 0.501 | |
| } | |
| }, | |
| "pages_2_0_vs_1_1": { | |
| "better": 0, | |
| "worse": 2, | |
| "tied": 1 | |
| } | |
| }, | |
| "session 2 (P09_2026-10-07_05-10-53)": { | |
| "posts": 142, | |
| "engaged": 10, | |
| "results": { | |
| "engine 2.0 (shipped)": { | |
| "NDCG10": 0.11, | |
| "engaged_in_top10": 1, | |
| "AUC": 0.498, | |
| "topic_share_top10": 0.9, | |
| "pages25_NDCG10": 0.403, | |
| "pages": 3 | |
| }, | |
| "engine 2.0, no Qwen3 vectors (today's backend)": { | |
| "NDCG10": 0.11, | |
| "engaged_in_top10": 1, | |
| "AUC": 0.532, | |
| "topic_share_top10": 1.0, | |
| "pages25_NDCG10": 0.367, | |
| "pages": 3 | |
| }, | |
| "engine 1.1 (with community)": { | |
| "NDCG10": 0.11, | |
| "engaged_in_top10": 1, | |
| "AUC": 0.602, | |
| "topic_share_top10": 0.8, | |
| "pages25_NDCG10": 0.381, | |
| "pages": 3 | |
| }, | |
| "Reddit feed order": { | |
| "NDCG10": 0.312, | |
| "engaged_in_top10": 3, | |
| "AUC": 0.773 | |
| }, | |
| "random (200 shuffles)": { | |
| "NDCG10": 0.07, | |
| "engaged_in_top10": 0.645, | |
| "AUC": 0.503 | |
| } | |
| }, | |
| "pages_2_0_vs_1_1": { | |
| "better": 2, | |
| "worse": 1, | |
| "tied": 0 | |
| } | |
| } | |
| } |