Phi2 Model Trained for retrieval task using MSMarco Dataset

Trained for 1 epoch using the tevatron library

Ongoing work

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Safetensors

Model size

2.65B params

Tensor type

F32

Sentence Similarity

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Datasets used to train tanmaylaud/ret-phi2-v0

Space using tanmaylaud/ret-phi2-v0 1

Evaluation results

map_at_1 on MTEB ArguAna
test set self-reported

24.609
map_at_10 on MTEB ArguAna
test set self-reported

39.404
map_at_100 on MTEB ArguAna
test set self-reported

40.421
map_at_1000 on MTEB ArguAna
test set self-reported

40.437
map_at_3 on MTEB ArguAna
test set self-reported

34.258
map_at_5 on MTEB ArguAna
test set self-reported

37.078
mrr_at_1 on MTEB ArguAna
test set self-reported

24.822
mrr_at_10 on MTEB ArguAna
test set self-reported

39.480
mrr_at_100 on MTEB ArguAna
test set self-reported

40.498
mrr_at_1000 on MTEB ArguAna
test set self-reported

40.513

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