Training Data For Text Embedding Models

This repository contains raw datasets formatted for training text embedding models, such as with the sentence-transformers library. The data is provided by the sentence-transformers organization and was last updated in September 2024.

Use Cases

• Train text embedding models using the provided jsonl.gz formatted training examples.
• Fine-tune sentence-transformers models on the curated collection of training files.
• Prepare training data for feature extraction tasks as indicated by the dataset tags.

Strengths

• Data is specifically formatted for training text embedding models, as described.
• Maintained by the sentence-transformers organization, a known authority in the field.
• Dataset was updated on September 11, 2024, indicating recent maintenance.

Limitations

• Specific details such as row count, column names, sample data, and file size are unavailable.
• The license for the data is unknown, which may restrict usage.
• The geographic and temporal coverage of the underlying data is unspecified.

Provenance

Source

sentence-transformers

Collection Method

Formatted from raw datasets for embedding model training.

Freshness

Last updated on 2024-09-11.