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Overall performance ranking of the selected large language models for the medical translation task from French to English, based on individual ranking results from 3 independent embedding models.
| Model | Size | Embedding similarity ranking | Overall rank | ||
|
|
|
gte-multilingual-base | bge-m3 | nomic-embed-text-v1.5 |
|
| Phi4 | 14B | 1 | 1 | 1 | 1 |
| Falcon3 | 10B | 2 | 2 | 3 | 2 |
| Mistral-small | 24B | 3 | 3 | 4 | 3 |
| Meditron3 | 8B | 5 | 4 | 2 | 4 |
| Llama3.1 | 8B | 4 | 5 | 5 | 5 |
| Meditron3-Phi4 | 14B | 6 | 6 | 6 | 6 |
