malaysia-ai/mosaic-embedding-pairs

Mosaic format for embedding task text pair dataset

This repository is to store dataset shards using mosaic format.

1. prepared at https://github.com/mesolitica/llama2-embedding/blob/main/notebooks/combine-embedding.ipynb

how-to

1. git clone,

git lfs clone https://huggingface.co/datasets/malaysia-ai/mosaic-embedding-pairs

2. load it,

from streaming import LocalDataset
from streaming.base.format.mds.encodings import Encoding, _encodings
import json

class ListStr(Encoding):
    def encode(self, obj):
        return json.dumps(obj).encode()

    def decode(self, data):
        return json.loads(data)

_encodings['liststr'] = ListStr

dataset = LocalDataset('mosaic-embedding-pairs')
len(dataset)