A try for emebdding model:

The method is the same as the stella-v2, I just extend the length of the context on tao.(I found if you want to use the fully-8k context, you maybe need to convert the model to float32).

Now I'm working on the tao-v2, It will have a different sturcture.

I will release tao-v2 as fast as I can.

Thank you to the open source community.

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RAG

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the best collection of RAG model, like embedding, ranker etc. • 1 item • Updated Apr 11 • 1

Evaluation results

cos_sim_pearson on MTEB AFQMC
validation set self-reported

47.336
cos_sim_spearman on MTEB AFQMC
validation set self-reported

49.940
euclidean_pearson on MTEB AFQMC
validation set self-reported

48.120
euclidean_spearman on MTEB AFQMC
validation set self-reported

49.940
manhattan_pearson on MTEB AFQMC
validation set self-reported

48.074
manhattan_spearman on MTEB AFQMC
validation set self-reported

49.892
cos_sim_pearson on MTEB ATEC
test set self-reported

50.976
cos_sim_spearman on MTEB ATEC
test set self-reported

53.112
euclidean_pearson on MTEB ATEC
test set self-reported

55.120
euclidean_spearman on MTEB ATEC
test set self-reported

53.112

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