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README.md
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# Solon Embeddings —
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SOTA Open source french embedding model.
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| Model | Mean Score |
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| --- | --- |
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| cohere/embed-multilingual-v3 | 0.7402 |
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| **OrdalieTech/Solon-embeddings-base-0.1** | 0.7306 |
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| openai/ada-002 | 0.7290 |
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| EuropeanParliament/eubert_embedding_v1 | 0.5063 |
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These results have been obtained through 9 french benchmarks on a variety of text similarity tasks (classification, reranking, STS) :
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- AmazonReviewsClassification
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- MassiveIntentClassification
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- MassiveScenarioClassification
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- MTOPDomainClassification
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- MTOPIntentClassification
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- STS22
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- MiraclFRRerank
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- OrdalieFRSTS
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- OrdalieFRReranking
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We created OrdalieFRSTS and OrdalieFRReranking to enhance the benchmarking capabilities of French STS and reranking assessments.
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(evaluation script
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--------
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**(Large version comming soon...)**
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# Solon Embeddings — Base 0.1
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SOTA Open source french embedding model.
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| Model | Mean Score |
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| --- | --- |
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| **OrdalieTech/Solon-embeddings-large-0.1** | 0.7490 |
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| cohere/embed-multilingual-v3 | 0.7402 |
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| **OrdalieTech/Solon-embeddings-base-0.1** | 0.7306 |
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| openai/ada-002 | 0.7290 |
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| EuropeanParliament/eubert_embedding_v1 | 0.5063 |
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These results have been obtained through 9 french benchmarks on a variety of text similarity tasks (classification, reranking, STS) :
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- AmazonReviewsClassification (MTEB)
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- MassiveIntentClassification (MTEB)
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- MassiveScenarioClassification (MTEB)
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- MTOPDomainClassification (MTEB)
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- MTOPIntentClassification (MTEB)
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- STS22 (MTEB)
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- MiraclFRRerank (Miracl)
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- OrdalieFRSTS (Ordalie)
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- OrdalieFRReranking (Ordalie)
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We created OrdalieFRSTS and OrdalieFRReranking to enhance the benchmarking capabilities of French STS and reranking assessments.
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(evaluation script available here : github.com/OrdalieTech/mteb)
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