basic_transformer_models = [
"all-MiniLM-L6-v2",
"xlm-clm-ende-1024",
"xlm-mlm-ende-1024",
"bert-base-german-cased",
"bert-base-german-dbmdz-cased",
"bert-base-german-dbmdz-uncased",
"distilbert-base-german-cased",
"xlm-roberta-large-finetuned-conll03-german",
"deutsche-telekom/gbert-large-paraphrase-cosine"
]
https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2
sentence_transformer_model = "all-MiniLM-L6-v2"
3 minutes to batch 82
https://huggingface.co/deutsche-telekom/gbert-large-paraphrase-cosine
sentence_transformer_model = 'deutsche-telekom/gbert-large-paraphrase-cosine'
76 minutes to batch 82
https://huggingface.co/jinaai/jina-embeddings-v2-base-de
sentence_transformer_model = 'jinaai/jina-embeddings-v2-base-de'
Cannot find or load the embedding model
Unknown minutes to batch 82
https://huggingface.co/aari1995/German_Semantic_STS_V2
sentence_transformer_model = 'aari1995/German_Semantic_STS_V2'
75 minutes to batch 82
https://huggingface.co/Sahajtomar/German-semantic
sentence_transformer_model = 'Sahajtomar/German-semantic'
72 minutes to batch 82
https://huggingface.co/svalabs/german-gpl-adapted-covid
ntence_transformer_model = 'svalabs/german-gpl-adapted-covid'
2 minutes to batch 82
https://huggingface.co/PM-AI/bi-encoder_msmarco_bert-base_german
sentence_transformer_model = 'PM-AI/bi-encoder_msmarco_bert-base_german'
14 minutes to batch 82
https://huggingface.co/JoBeer/german-semantic-base
sentence_transformer_model = 'JoBeer/german-semantic-base'
22 minutes to batch 82