Datasets:
Update README.md
Browse files
README.md
CHANGED
|
@@ -54,7 +54,7 @@ The data was obtained by using an LLM to rewrite low-quality documents that have
|
|
| 54 |
This helps increase the token availability and address the impending data bottleneck, as the growth of public human-generated texts has been lagging behind the increase in model capacity and training token budget.
|
| 55 |
Across different model scales, we find that mixing our synthetic data and high-quality web data consistently outperforms training on only the latter.
|
| 56 |
|
| 57 |
-
|
| 58 |
|
| 59 |
### Source Data
|
| 60 |
|
|
@@ -75,9 +75,9 @@ To control the quality of the generations, we further performed model-based filt
|
|
| 75 |
|
| 76 |
This data release contains _only_ the rewritten outputs that have been filtered, i.e. those in the top 10% of the generations based on fastText scores.
|
| 77 |
|
| 78 |
-
|
| 79 |
|
| 80 |
-
## Citation
|
| 81 |
|
| 82 |
If you use data from Recyling The Web, please cite with the following BibTex entry:
|
| 83 |
```
|
|
|
|
| 54 |
This helps increase the token availability and address the impending data bottleneck, as the growth of public human-generated texts has been lagging behind the increase in model capacity and training token budget.
|
| 55 |
Across different model scales, we find that mixing our synthetic data and high-quality web data consistently outperforms training on only the latter.
|
| 56 |
|
| 57 |
+
<img src="https://huggingface.co/datasets/facebook/recycling_the_web/resolve/main/main_figure.png" alt="Summary of performance improvement" width="350px">
|
| 58 |
|
| 59 |
### Source Data
|
| 60 |
|
|
|
|
| 75 |
|
| 76 |
This data release contains _only_ the rewritten outputs that have been filtered, i.e. those in the top 10% of the generations based on fastText scores.
|
| 77 |
|
| 78 |
+
<img src="https://huggingface.co/datasets/facebook/recycling_the_web/resolve/main/REWIRE_pipeline.png" alt="REWIRE pipeline" width="800px">
|
| 79 |
|
| 80 |
+
## Citation
|
| 81 |
|
| 82 |
If you use data from Recyling The Web, please cite with the following BibTex entry:
|
| 83 |
```
|