diff --git "a/README.md" "b/README.md" --- "a/README.md" +++ "b/README.md" @@ -1,202 +1,2902 @@ --- -library_name: peft -base_model: mistralai/Mistral-7B-Instruct-v0.2 +tags: +- mteb +model-index: +- name: SE_v1 + results: + - task: + type: Classification + dataset: + type: mteb/amazon_counterfactual + name: MTEB AmazonCounterfactualClassification (en) + config: en + split: test + revision: e8379541af4e31359cca9fbcf4b00f2671dba205 + metrics: + - type: accuracy + value: 78.83582089552237 + - type: ap + value: 43.10721536172567 + - type: f1 + value: 73.02587501904198 + - task: + type: Classification + dataset: + type: mteb/amazon_polarity + name: MTEB AmazonPolarityClassification + config: default + split: test + revision: e2d317d38cd51312af73b3d32a06d1a08b442046 + metrics: + - type: accuracy + value: 92.756325 + - type: ap + value: 89.5445783321967 + - type: f1 + value: 92.7501917603289 + - task: + type: Classification + dataset: + type: mteb/amazon_reviews_multi + name: MTEB AmazonReviewsClassification (en) + config: en + split: test + revision: 1399c76144fd37290681b995c656ef9b2e06e26d + metrics: + - type: accuracy + value: 47.431999999999995 + - type: f1 + value: 46.49254790014476 + - task: + type: Retrieval + dataset: + type: mteb/arguana + name: MTEB ArguAna + config: default + split: test + revision: c22ab2a51041ffd869aaddef7af8d8215647e41a + metrics: + - type: map_at_1 + value: 35.135 + - type: map_at_10 + value: 52.298 + - type: map_at_100 + value: 52.298 + - type: map_at_1000 + value: 52.298 + - type: map_at_20 + value: 52.298 + - type: map_at_3 + value: 47.522999999999996 + - type: map_at_5 + value: 50.378 + - type: mrr_at_1 + value: 36.059999999999995 + - type: mrr_at_10 + value: 52.662 + - type: mrr_at_100 + value: 52.662 + - type: mrr_at_1000 + value: 52.662 + - type: mrr_at_20 + value: 52.662 + - type: mrr_at_3 + value: 47.783 + - type: mrr_at_5 + value: 50.753 + - type: ndcg_at_1 + value: 35.135 + - type: ndcg_at_10 + value: 61.419999999999995 + - type: ndcg_at_100 + value: 61.419999999999995 + - type: ndcg_at_1000 + value: 61.419999999999995 + - type: ndcg_at_20 + value: 61.419999999999995 + - type: ndcg_at_3 + value: 51.608 + - type: ndcg_at_5 + value: 56.759 + - type: precision_at_1 + value: 35.135 + - type: precision_at_10 + value: 9.04 + - type: precision_at_100 + value: 0.9039999999999999 + - type: precision_at_1000 + value: 0.09 + - type: precision_at_20 + value: 4.52 + - type: precision_at_3 + value: 21.147 + - type: precision_at_5 + value: 15.192 + - type: recall_at_1 + value: 35.135 + - type: recall_at_10 + value: 90.398 + - type: recall_at_100 + value: 90.398 + - type: recall_at_1000 + value: 90.398 + - type: recall_at_20 + value: 90.398 + - type: recall_at_3 + value: 63.442 + - type: recall_at_5 + value: 75.96000000000001 + - task: + type: Clustering + dataset: + type: mteb/arxiv-clustering-p2p + name: MTEB ArxivClusteringP2P + config: default + split: test + revision: a122ad7f3f0291bf49cc6f4d32aa80929df69d5d + 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46.285 + - type: recall_at_5 + value: 52.851000000000006 + - task: + type: Retrieval + dataset: + type: mteb/cqadupstack-mathematica + name: MTEB CQADupstackMathematicaRetrieval + config: default + split: test + revision: 90fceea13679c63fe563ded68f3b6f06e50061de + metrics: + - type: map_at_1 + value: 22.595000000000002 + - type: map_at_10 + value: 32.306000000000004 + - type: map_at_100 + value: 32.306000000000004 + - type: map_at_1000 + value: 32.306000000000004 + - type: map_at_20 + value: 32.306000000000004 + - type: map_at_3 + value: 28.931 + - type: map_at_5 + value: 30.675 + - type: mrr_at_1 + value: 28.731 + - type: mrr_at_10 + value: 37.663999999999994 + - type: mrr_at_100 + value: 37.663999999999994 + - type: mrr_at_1000 + value: 37.663999999999994 + - type: mrr_at_20 + value: 37.663999999999994 + - type: mrr_at_3 + value: 34.949999999999996 + - type: mrr_at_5 + value: 36.399 + - type: ndcg_at_1 + value: 28.731 + - type: ndcg_at_10 + value: 38.485 + - type: ndcg_at_100 + 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recall_at_20 + value: 66.97 + - type: recall_at_3 + value: 49.989 + - type: recall_at_5 + value: 57.023999999999994 + - task: + type: Retrieval + dataset: + type: mteb/cqadupstack + name: MTEB CQADupstackRetrieval + config: default + split: test + revision: 65ac3a16b8e91f9cee4c9828cc7c335575432a2a + metrics: + - type: map_at_1 + value: 32.47491666666667 + - type: map_at_10 + value: 43.86241666666667 + - type: map_at_100 + value: 43.86241666666667 + - type: map_at_1000 + value: 43.86241666666667 + - type: map_at_20 + value: 43.86241666666667 + - type: map_at_3 + value: 40.445166666666665 + - type: map_at_5 + value: 42.34416666666667 + - type: mrr_at_1 + value: 39.24941666666667 + - type: mrr_at_10 + value: 48.56083333333333 + - type: mrr_at_100 + value: 48.56083333333333 + - type: mrr_at_1000 + value: 48.56083333333333 + - type: mrr_at_20 + value: 48.56083333333333 + - type: mrr_at_3 + value: 46.09241666666667 + - type: mrr_at_5 + value: 47.48925 + - type: ndcg_at_1 + value: 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+ type: Retrieval + dataset: + type: mteb/cqadupstack-webmasters + name: MTEB CQADupstackWebmastersRetrieval + config: default + split: test + revision: 160c094312a0e1facb97e55eeddb698c0abe3571 + metrics: + - type: map_at_1 + value: 32.486 + - type: map_at_10 + value: 44.13 + - type: map_at_100 + value: 44.13 + - type: map_at_1000 + value: 44.13 + - type: map_at_20 + value: 44.13 + - type: map_at_3 + value: 40.644999999999996 + - type: map_at_5 + value: 42.712 + - type: mrr_at_1 + value: 40.514 + - type: mrr_at_10 + value: 50.058 + - type: mrr_at_100 + value: 50.058 + - type: mrr_at_1000 + value: 50.058 + - type: mrr_at_20 + value: 50.058 + - type: mrr_at_3 + value: 47.53 + - type: mrr_at_5 + value: 49.2 + - type: ndcg_at_1 + value: 40.514 + - type: ndcg_at_10 + value: 50.722 + - type: ndcg_at_100 + value: 49.907000000000004 + - type: ndcg_at_1000 + value: 49.889 + - type: ndcg_at_20 + value: 50.212 + - type: ndcg_at_3 + value: 45.822 + - type: ndcg_at_5 + value: 48.468 + - type: precision_at_1 + value: 40.514 + - type: precision_at_10 + value: 9.783 + - type: precision_at_100 + value: 0.9780000000000001 + - type: precision_at_1000 + value: 0.098 + - type: precision_at_20 + value: 4.891 + - type: precision_at_3 + value: 21.871 + - type: precision_at_5 + value: 15.928999999999998 + - type: recall_at_1 + value: 32.486 + - type: recall_at_10 + value: 61.644 + - type: recall_at_100 + value: 61.644 + - type: recall_at_1000 + value: 61.644 + - type: recall_at_20 + value: 61.644 + - type: recall_at_3 + value: 47.502 + - type: recall_at_5 + value: 54.596999999999994 + - task: + type: Retrieval + dataset: + type: mteb/cqadupstack-wordpress + name: MTEB CQADupstackWordpressRetrieval + config: default + split: test + revision: 4ffe81d471b1924886b33c7567bfb200e9eec5c4 + metrics: + - type: map_at_1 + value: 26.069 + - type: map_at_10 + value: 35.869 + - type: map_at_100 + value: 35.869 + - type: map_at_1000 + value: 35.869 + - type: map_at_20 + value: 35.869 + - type: map_at_3 + value: 33.249 + - type: map_at_5 + value: 34.521 + - type: mrr_at_1 + value: 28.281 + - type: mrr_at_10 + value: 38.26 + - type: mrr_at_100 + value: 38.26 + - type: mrr_at_1000 + value: 38.26 + - type: mrr_at_20 + value: 38.26 + - type: mrr_at_3 + value: 36.106 + - type: mrr_at_5 + value: 37.095 + - type: ndcg_at_1 + value: 28.281 + - type: ndcg_at_10 + value: 41.286 + - type: ndcg_at_100 + value: 41.277 + - type: ndcg_at_1000 + value: 41.277 + - type: ndcg_at_20 + value: 41.281 + - type: ndcg_at_3 + value: 36.36 + - type: ndcg_at_5 + value: 38.275 + - type: precision_at_1 + value: 28.281 + - type: precision_at_10 + value: 6.451 + - type: precision_at_100 + value: 0.645 + - type: precision_at_1000 + value: 0.065 + - type: precision_at_20 + value: 3.2259999999999995 + - type: precision_at_3 + value: 15.895999999999999 + - type: precision_at_5 + value: 10.758 + - type: recall_at_1 + value: 26.069 + - type: recall_at_10 + value: 55.55799999999999 + - type: recall_at_100 + 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75.06659563132658 + - type: cos_sim_recall + value: 74.35356200527704 + - type: dot_accuracy + value: 86.2609524944865 + - type: dot_ap + value: 74.8055407969579 + - type: dot_f1 + value: 68.9965903555772 + - type: dot_precision + value: 64.06603346901855 + - type: dot_recall + value: 74.74934036939314 + - type: euclidean_accuracy + value: 88.85974846516064 + - type: euclidean_ap + value: 82.41589558001058 + - type: euclidean_f1 + value: 74.70888394609446 + - type: euclidean_precision + value: 74.09810537243706 + - type: euclidean_recall + value: 75.32981530343008 + - type: manhattan_accuracy + value: 88.71669547594921 + - type: manhattan_ap + value: 82.2077641402819 + - type: manhattan_f1 + value: 74.43037974683546 + - type: manhattan_precision + value: 75.18169582772543 + - type: manhattan_recall + value: 73.6939313984169 + - type: max_accuracy + value: 88.86570900637778 + - type: max_ap + value: 82.41589558001058 + - type: max_f1 + value: 74.70888394609446 + - task: + type: PairClassification + dataset: + type: mteb/twitterurlcorpus-pairclassification + name: MTEB TwitterURLCorpus + config: default + split: test + revision: 8b6510b0b1fa4e4c4f879467980e9be563ec1cdf + metrics: + - type: cos_sim_accuracy + value: 89.67283735009897 + - type: cos_sim_ap + value: 87.24295583945482 + - type: cos_sim_f1 + value: 79.91967871485943 + - type: cos_sim_precision + value: 77.28711162255466 + - type: cos_sim_recall + value: 82.73791191869418 + - type: dot_accuracy + value: 88.57259285132145 + - type: dot_ap + value: 84.94911679167208 + - type: dot_f1 + value: 78.03707259434312 + - type: dot_precision + value: 74.97516673761885 + - type: dot_recall + value: 81.35971666153372 + - type: euclidean_accuracy + value: 89.65925408468196 + - type: euclidean_ap + value: 87.20753315344663 + - type: euclidean_f1 + value: 79.88855487939 + - type: euclidean_precision + value: 76.24912526242127 + - type: euclidean_recall + value: 83.89282414536495 + - type: manhattan_accuracy + value: 89.62626615438352 + - type: manhattan_ap + value: 87.25477616369629 + - type: manhattan_f1 + value: 79.90573332842362 + - type: manhattan_precision + value: 76.5756228385913 + - type: manhattan_recall + value: 83.53865106251925 + - type: max_accuracy + value: 89.67283735009897 + - type: max_ap + value: 87.25477616369629 + - type: max_f1 + value: 79.91967871485943 --- -# Model Card for Model ID - -## Model Details -### Model Description - - - -- **Developed by:** [More Information Needed] -- **Funded by [optional]:** [More Information Needed] -- **Shared by [optional]:** [More Information Needed] -- **Model type:** [More Information Needed] -- **Language(s) (NLP):** [More Information Needed] -- **License:** [More Information Needed] -- **Finetuned from model [optional]:** [More Information Needed] - -### Model Sources [optional] - - - -- **Repository:** [More Information Needed] -- **Paper [optional]:** [More Information Needed] -- **Demo [optional]:** [More Information Needed] - -## 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(2019)](https://arxiv.org/abs/1910.09700). - -- **Hardware Type:** [More Information Needed] -- **Hours used:** [More Information Needed] -- **Cloud Provider:** [More Information Needed] -- **Compute Region:** [More Information Needed] -- **Carbon Emitted:** [More Information Needed] - -## Technical Specifications [optional] - -### Model Architecture and Objective - -[More Information Needed] - -### Compute Infrastructure - -[More Information Needed] - -#### Hardware - -[More Information Needed] - -#### Software - -[More Information Needed] - -## Citation [optional] - - - -**BibTeX:** - -[More Information Needed] - -**APA:** - -[More Information Needed] - -## Glossary [optional] - - - -[More Information Needed] - -## More Information [optional] - -[More Information Needed] - -## Model Card Authors [optional] - -[More Information Needed] - -## Model Card Contact - -[More Information Needed] -### Framework versions - -- PEFT 0.10.0 \ No newline at end of file +--- +Private dataset +---