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SGPT-5.8B-weightedmean-nli-bitfit

Sentence Similarity
sentence-transformers
PyTorch
gptj
feature-extraction
mteb
Eval Results
Inference Endpoints
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2
SGPT-5.8B-weightedmean-nli-bitfit
File size: 2,557 Bytes 
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{
    "askubuntu": {
        "map_askubuntu_title": 57.12,
        "p@1_askubuntu_title": 57.53,
        "p@5_askubuntu_title": 42.69,
        "mrr_askubuntu_title": 70.49
    },
    "cqadupstack": {
        "map@100_cqadupstack_unix": 17.15,
        "ndcg@10_cqadupstack_unix": 18.51,
        "map@100_cqadupstack_gaming": 29.28,
        "ndcg@10_cqadupstack_gaming": 32.09,
        "map@100_cqadupstack_wordpress": 6.07,
        "ndcg@10_cqadupstack_wordpress": 7.24,
        "map@100_cqadupstack_stats": 18.74,
        "ndcg@10_cqadupstack_stats": 20.26,
        "map@100_cqadupstack_tex": 8.72,
        "ndcg@10_cqadupstack_tex": 9.48,
        "map@100_cqadupstack_english": 18.49,
        "ndcg@10_cqadupstack_english": 20.2,
        "map@100_cqadupstack_programmers": 16.28,
        "ndcg@10_cqadupstack_programmers": 17.7,
        "map@100_cqadupstack_mathematica": 12.7,
        "ndcg@10_cqadupstack_mathematica": 14.72,
        "map@100_cqadupstack_physics": 19.34,
        "ndcg@10_cqadupstack_physics": 21.09,
        "map@100_cqadupstack_gis": 15.58,
        "ndcg@10_cqadupstack_gis": 17.42,
        "map@100_cqadupstack_webmasters": 11.61,
        "ndcg@10_cqadupstack_webmasters": 13.42,
        "map@100_cqadupstack_android": 18.4,
        "ndcg@10_cqadupstack_android": 20.89,
        "map@100_cqadupstack_avg": 16.03,
        "ndcg@10_cqadupstack_avg": 17.75
    },
    "twitterpara": {
        "ap_twitter_twitterurl": 76.54,
        "spearman_twitter_twitterurl": 72.46,
        "ap_twitter_pit": 75.96,
        "spearman_twitter_pit": 59.94,
        "ap_twitter_avg": 76.25,
        "spearman_twitter_avg": 66.2
    },
    "scidocs": {
        "map_scidocs_cite_euclidean": 75.03,
        "ndcg_scidocs_cite_euclidean": 88.14,
        "map_scidocs_cite_cosine": 75.03,
        "ndcg_scidocs_cite_cosine": 88.14,
        "map_scidocs_cocite_euclidean": 78.15,
        "ndcg_scidocs_cocite_euclidean": 89.86,
        "map_scidocs_cocite_cosine": 78.15,
        "ndcg_scidocs_cocite_cosine": 89.86,
        "map_scidocs_coview_euclidean": 78.3,
        "ndcg_scidocs_coview_euclidean": 88.79,
        "map_scidocs_coview_cosine": 78.3,
        "ndcg_scidocs_coview_cosine": 88.79,
        "map_scidocs_coread_euclidean": 77.1,
        "ndcg_scidocs_coread_euclidean": 88.43,
        "map_scidocs_coread_cosine": 77.1,
        "ndcg_scidocs_coread_cosine": 88.43,
        "map_scidocs_euclidean_avg": 77.15,
        "ndcg_scidocs_euclidean_avg": 88.8,
        "map_scidocs_cosine_avg": 77.15,
        "ndcg_scidocs_cosine_avg": 88.8
    }
}