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feat: experiment with different dimensions for OpenAI models on MTEB(Medical) #78

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2015806
fix: set kg_co2_emissions to null
dbuades Dec 19, 2024
ba96aee
feat: text-embeddings-3-small-256
dbuades Dec 19, 2024
6d16120
feat: text-embeddings-3-small-512
dbuades Dec 19, 2024
d55be50
feat: text-embeddings-3-small-768
dbuades Dec 19, 2024
1acc6d9
feat: text-embeddings-3-small-1024
dbuades Dec 19, 2024
f496129
feat: text-embeddings-3-large-256
dbuades Dec 19, 2024
0803e50
feat: text-embeddings-3-large-512
dbuades Dec 19, 2024
2503a2a
feat: text-embeddings-3-large-768
dbuades Dec 19, 2024
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feat: text-embeddings-3-large-1024
dbuades Dec 19, 2024
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feat: text-embeddings-3-large-1536
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26 changes: 26 additions & 0 deletions results/openai__text-embedding-3-large-1024/2/CMedQAv2-reranking.json
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{
"dataset_revision": "23d186750531a14a0357ca22cd92d712fd512ea0",
"task_name": "CMedQAv2-reranking",
"mteb_version": "1.25.0",
"scores": {
"test": [
{
"map": 0.748166,
"mrr": 0.786716,
"nAUC_map_max": 0.516032,
"nAUC_map_std": 0.153788,
"nAUC_map_diff1": 0.503704,
"nAUC_mrr_max": 0.604202,
"nAUC_mrr_std": 0.220081,
"nAUC_mrr_diff1": 0.571137,
"main_score": 0.748166,
"hf_subset": "default",
"languages": [
"cmn-Hans"
]
}
]
},
"evaluation_time": 700.6372191905975,
"kg_co2_emissions": null
}
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