Commit 0d8f1243 authored by Mohammad's avatar Mohammad
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@@ -38,7 +38,7 @@ To use this repo please install the latest supported versions of PyTorch with GP

<a id="downloading-checkpoints"></a>
## Downloading Checkpoints
We've provided several pretrained checkpoints for use to evaluate or finetuning downstream tasks. To access these checkpoints, first please [sign up](https://ngc.nvidia.com/signup) for and [setup](https://ngc.nvidia.com/setup/installers/cli) the NVIDIA GPU Cloud (NGC) Registry CLI.
We've provided two pretrained checkpoints for use to evaluate or finetuning downstream tasks. To access these checkpoints, first please [sign up](https://ngc.nvidia.com/signup) for and [setup](https://ngc.nvidia.com/setup/installers/cli) the NVIDIA GPU Cloud (NGC) Registry CLI.

The checkpoints can be downloaded with:
<pre>
@@ -63,7 +63,7 @@ After installation, there are several possible workflows. The most comprehensive

However, steps 1 and 2 can be replaced by using one of the pretrained models mentioned above.

We've provided several scripts for pretraining both BERT and GPT-2, as well as scripts for both zero-shot and fine-tuned downstream tasks including MNLI, RACE, WikiText, and LAMBADA evaluation. There is also a script for GPT-2 interactive text generation.
We've provided several scripts for pretraining both BERT and GPT-2 in [`examples`](./examples) directory, as well as scripts for both zero-shot and fine-tuned downstream tasks including MNLI, RACE, WikiText, and LAMBADA evaluation. There is also a script for GPT-2 interactive text generation.

<a id="training"></a>
# Training