embedder
Datasets
All datasets matching “embedder”Embedder-2This dataset contains trippelts and can be used to train amazing embedding models.
Embedder
🧠 Dataset Card: Embedder — Multilingual Triplet Embedding Dataset
📌 Overview
Embedder is a multilingual triplet dataset designed for training and evaluating sentence embedding models using contrastive or triplet loss. It contains 1m examples across 11 Indic languages and English + 100extra langs, derived from the Samanantar parallel corpus and opus 100. Each example is structured as a triplet: (anchor, positive, negative).
This dataset is ideal for building… See the full description on the dataset page: https://huggingface.co/datasets/Parveshiiii/Embedder.msmarco_passage_gpro_phase1_embeddertoy-embedder41
build_dataset.py
Dataset Summary
A dialogue dataset with pointcloud text modality, stored in parquet format.
Preprocessing & Augmentation
Preprocessing: progressive
Augmentation: randaugment
Splits & Sampling
Split strategy: leave one out
Sampling: contrastive
Quality & Labeling
Quality filtering: lenient
Labeling: manual
Files
build_dataset.py — main artifact of this repository… See the full description on the dataset page: https://huggingface.co/datasets/melissa-garcia/toy-embedder41.cs224n-embedder
build_dataset.py
Dataset Summary
A architecture dataset with pointcloud text modality, stored in huggingface format.
Preprocessing & Augmentation
Preprocessing: auto ml
Augmentation: light
Splits & Sampling
Split strategy: leave one out
Sampling: stratified
Quality & Labeling
Quality filtering: lenient
Labeling: manual
Files
build_dataset.py — main artifact of this repository
License… See the full description on the dataset page: https://huggingface.co/datasets/andriypz/cs224n-embedder.embedder
dataset.py
Dataset Summary
A legal dataset with sensor fusion modality, stored in lmdb format.
Preprocessing & Augmentation
Preprocessing: curriculum
Augmentation: mixup cutmix
Splits & Sampling
Split strategy: stratified 90 10
Sampling: active
Quality & Labeling
Quality filtering: moderate
Labeling: semi auto
Files
dataset.py — main artifact of this repository
License
See the… See the full description on the dataset page: https://huggingface.co/datasets/andreasaswell/embedder.
