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Model Card for e5-R-mistral-7b

Model Description

e5-R-mistral-7b is a LLM retriever fine-tuned from mistralai/Mistral-7B-v0.1.

Model type: CausalLM
Repository: Welcome to our GitHub repository to obtain code
Training dataset: Dataset used for fine-tuning e5-R-mistral-7b is available here.

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Safetensors

Model size

7.24B params

Tensor type

F32

Inference Examples

Text Generation

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Dataset used to train BeastyZ/e5-R-mistral-7b

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Evaluation results

map_at_1 on MTEB ArguAna
test set self-reported

33.570
map_at_10 on MTEB ArguAna
test set self-reported

49.952
map_at_100 on MTEB ArguAna
test set self-reported

50.673
map_at_1000 on MTEB ArguAna
test set self-reported

50.674
map_at_3 on MTEB ArguAna
test set self-reported

44.915
map_at_5 on MTEB ArguAna
test set self-reported

47.877
mrr_at_1 on MTEB ArguAna
test set self-reported

34.211
mrr_at_10 on MTEB ArguAna
test set self-reported

50.190
mrr_at_100 on MTEB ArguAna
test set self-reported

50.905
mrr_at_1000 on MTEB ArguAna
test set self-reported

50.906

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