Add files using upload-large-folder tool
Browse files- README.md +50 -0
- dataset_stats.json +4 -0
- train.parquet +3 -0
README.md
ADDED
|
@@ -0,0 +1,50 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
license: odc-by
|
| 3 |
+
task_categories:
|
| 4 |
+
- text-generation
|
| 5 |
+
language:
|
| 6 |
+
- en
|
| 7 |
+
tags:
|
| 8 |
+
- falcon
|
| 9 |
+
- 100M
|
| 10 |
+
- parquet
|
| 11 |
+
size_categories:
|
| 12 |
+
- 100M<n<1B
|
| 13 |
+
---
|
| 14 |
+
|
| 15 |
+
# falcon-refinedweb-100M
|
| 16 |
+
|
| 17 |
+
## Dataset Description
|
| 18 |
+
This is a **100.0 Million token** subset of [krisbailey/falcon-refinedweb-1B](https://huggingface.co/datasets/krisbailey/falcon-refinedweb-1B), which is a subset of [tiiuae/falcon-refinedweb](https://huggingface.co/datasets/tiiuae/falcon-refinedweb).
|
| 19 |
+
|
| 20 |
+
## Motivation
|
| 21 |
+
100M tokens is a standard size for:
|
| 22 |
+
- **CI/CD Pipelines:** Fast enough to download and train for unit tests.
|
| 23 |
+
- **Debugging:** Verifying training loops without waiting for hours.
|
| 24 |
+
- **Scaling Laws:** The first step in a logarithmic scaling series (100M -> 1B -> 10B).
|
| 25 |
+
|
| 26 |
+
## Dataset Details
|
| 27 |
+
- **Total Tokens:** 99,999,978
|
| 28 |
+
- **Source:** krisbailey/falcon-refinedweb-1B
|
| 29 |
+
- **Structure:** First ~10% of the randomized 1B dataset.
|
| 30 |
+
- **Format:** Parquet (Snappy compression) - Single File
|
| 31 |
+
- **Producer:** Kris Bailey (kris@krisbailey.com)
|
| 32 |
+
|
| 33 |
+
## Usage
|
| 34 |
+
|
| 35 |
+
```python
|
| 36 |
+
from datasets import load_dataset
|
| 37 |
+
|
| 38 |
+
ds = load_dataset("krisbailey/falcon-refinedweb-100M", split="train")
|
| 39 |
+
print(ds[0])
|
| 40 |
+
```
|
| 41 |
+
|
| 42 |
+
## Citation
|
| 43 |
+
```bibtex
|
| 44 |
+
@article{penedo2023refinedweb,
|
| 45 |
+
title={The RefinedWeb Dataset for Falcon LLM: Outperforming Curated Corpora with Web Data, and Web Data Only},
|
| 46 |
+
author={Penedo, Guilherme and Malartic, Quentin and Hesslow, Daniel and Cojocaru, Ruxandra and Cappelli, Alessandro and Alobeidli, Hamza and Pannier, Baptiste and Almazrouei, Ebtesam and Launay, Julien},
|
| 47 |
+
journal={arXiv preprint arXiv:2306.01116},
|
| 48 |
+
year={2023}
|
| 49 |
+
}
|
| 50 |
+
```
|
dataset_stats.json
ADDED
|
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"total_tokens": 99999978,
|
| 3 |
+
"total_rows": 165467
|
| 4 |
+
}
|
train.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a48e54169e97ddea66c512b9fea7e9ef01e70ad8423e0db340e647dd1e4d7cda
|
| 3 |
+
size 287883100
|