README.md

---
language:
- en
- it
- de
license: cc-by-nc-4.0
dataset_info:
  features:
  - name: query
    dtype: string
  - name: pos
    dtype: string
  - name: neg
    dtype: string
  - name: query_lang
    dtype: string
  - name: __index_level_0__
    dtype: int64
  splits:
  - name: train
    num_bytes: 5340253796
    num_examples: 7288056
  download_size: 2279432455
  dataset_size: 5340253796
configs:
- config_name: default
  data_files:
  - split: train
    path: data/train-*
task_categories:
- feature-extraction
pretty_name: Nomic Triplets
size_categories:
- 1M<n<10M
tags:
- sentence-transformers
---

Dataset built from [Nomic Contrastors](https://github.com/nomic-ai/contrastors) for training embedding models. Some (query, pos) pairs are repeated. All (query, pos, neg) triplets are unique. 

The `query_lang` attribute was calculated using [fasttext language identification](https://huggingface.co/facebook/fasttext-language-identification)