Sentence Similarity
Transformers
PyTorch
German
English
xlm-roberta
feature-extraction
semantic textual similarity
sts
semantic search
sentence similarity
paraphrasing
sentence-transformer
text-embeddings-inference
Instructions to use PM-AI/sts_paraphrase_xlm-roberta-base_de-en with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use PM-AI/sts_paraphrase_xlm-roberta-base_de-en with Transformers:
# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("PM-AI/sts_paraphrase_xlm-roberta-base_de-en") model = AutoModel.from_pretrained("PM-AI/sts_paraphrase_xlm-roberta-base_de-en", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Update README.md
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README.md
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@@ -56,7 +56,7 @@ It makes no sense to say identical sentences have a score of 4.8 or 4.9.
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#### Parameterization of training
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- **Script:** [training_stsbenchmark_continue_training.py](https://github.com/UKPLab/sentence-transformers/blob/b86eec31cf0a102ad786ba1ff31bfeb4998d3ca5/examples/training/sts/training_stsbenchmark_continue_training.py)
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- **Datasets:** [datasets_sts_paraphrase_xlm-roberta-base_de-en](https://gitlab.com/sense.ai.tion-public/datasets_sts_paraphrase_xlm-roberta-base_de-en)
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- **GPU:** NVIDIA A40 (Driver Version: 515.48.07; CUDA Version: 11.7)
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- **Batch Size:** 32
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- **Base Model:** [PM-AI/paraphrase-distilroberta-base-v2_de-en](PM-AI/paraphrase-distilroberta-base-v2_de-en)
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#### Parameterization of training
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- **Script:** [training_stsbenchmark_continue_training.py](https://github.com/UKPLab/sentence-transformers/blob/b86eec31cf0a102ad786ba1ff31bfeb4998d3ca5/examples/training/sts/training_stsbenchmark_continue_training.py)
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- **Datasets:** [datasets_sts_paraphrase_xlm-roberta-base_de-en/all_cross_train_unique.csv](https://gitlab.com/sense.ai.tion-public/datasets_sts_paraphrase_xlm-roberta-base_de-en)
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- **GPU:** NVIDIA A40 (Driver Version: 515.48.07; CUDA Version: 11.7)
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- **Batch Size:** 32
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- **Base Model:** [PM-AI/paraphrase-distilroberta-base-v2_de-en](PM-AI/paraphrase-distilroberta-base-v2_de-en)
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