GPT-2 Output Dataset

GPT-2 Output Dataset

GPT-2 Output Dataset 是一個訓練自然語言生成模型的資料集,包含了 GPT-2 語言模型產生的文本,資料集位於 Google Cloud Storage 中,並提供了一個可以下載資料集的程式碼。


GPT-2 Output Dataset 是一個包含 GPT-2 語言模型生成文本的資料集,它包含了來自 WebText 測試集的 250,000 篇文章,以及使用各種 GPT-2 模型(在 WebText 訓練集上訓練)產生的 250,000 篇隨機樣本和 250,000 篇使用 Top-K 截斷的樣本。

還有從 Amazon 評論中微調過的 GPT-2 模型產生的文本樣本,資料集位於 Google Cloud Storage 中,並提供了一個可以下載資料集的程式碼。


您可以將這個資料集用來做許多有趣的研究,例如,您可以試著訓練一個模型來偵測 GPT-2 模型產生的文本,並比較不同的 GPT-2 模型、不同的產生方法(如隨機或使用 Top-K 截斷)、以及微調過的模型產生的文本之間的可偵測度。

例如:GPT-2 Output Detector Demo 的 AI 內容偵測線上服務,其就是使用這資料集來建設的。


GPT-2 Output Dataset 資料集|畫面截圖:Github

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