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Alec 2019-05-03 14:17:18 -07:00
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README.md
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@ -8,9 +8,7 @@ We look forward to the research produced using this data!
### Download ### Download
For each, we have a training split of 250K samples, as well as validation and test splits of 5K samples. For each, we have a training split of 500K total examples, as well as validation and test splits of 10K examples.
For each model, we're releasing temperature 1 samples
All data is located in Google Cloud Storage, at under the directory `gs://gpt-2/output-dataset/v1`. All data is located in Google Cloud Storage, at under the directory `gs://gpt-2/output-dataset/v1`.
@ -34,7 +32,14 @@ We've provided a script to download all of them, in `download_dataset.py`.
We're interested in seeing research in detectability of our model generations. We're interested in seeing research in detectability of our model generations.
We've provided a baseline of logistic regression on tf-idf, in `baseline.py`. We've provided a starter baseline which trains a logistic regression detector on TF-IDF unigram and bigram features, in `baseline.py`.
| Model | Temperature 1 | Top-K 40 |
| ----- | ------ | ------ |
| 117M | 88.29% | 96.79% |
| 345M | 88.94% | 95.22% |
| 762M | 77.16% | 94.43% |
| 1542M | 74.31% | 92.69% |
### Data removal requests ### Data removal requests