Sentence Transformers#

These tutorials show you how Argilla can be used in combination with SentenceTransformers, a Python framework for state-of-the-art sentence, text and image embeddings.

๐Ÿ“ธ Bulk Labelling Multimodal Data

MLOps Steps: Labelling
NLP Tasks: TextClassification (images)
Libraries: Argilla, sentence-transformers
Techniques: Semantic search

๐Ÿงฑ Extending weak supervision workflows with sentence embeddings

MLOps Steps: Labelling, Training
NLP Tasks: TextClassification
Libraries: Argilla, sentence-transformers
Techniques: Weak Supervision

๐Ÿ’จ Speed-up data labelling with Sentence Transformer embeddings

MLOps Steps: Labelling
NLP Tasks: TextClassification
Libraries: Argilla, sentence-transformers
Techniques: Semantic search