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Fix typos #2007

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2 changes: 1 addition & 1 deletion CONTRIBUTING.md
Original file line number Diff line number Diff line change
Expand Up @@ -87,7 +87,7 @@ To acknowledge a contribution, add a comment to an issue or pull request in the
@allcontributors please add @username for doc,code,ideas
```

A bot will automatically open a pull requests to add the contributor to the project README.
A bot will automatically open a pull request to add the contributor to the project README.

Common contribution types include: `doc`, `code`, `bug`, and `ideas`. See the full list at [allcontributors.org/docs/en/emoji-key](https://allcontributors.org/docs/en/emoji-key)

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4 changes: 2 additions & 2 deletions docs/training.md
Original file line number Diff line number Diff line change
Expand Up @@ -45,7 +45,7 @@ Use Cog's `Input()` function to define each of the parameters in your `train()`
from cog import Input, Path

def train(
train_data: Path = Input(description="HTTPS URL of a file containg training data"),
train_data: Path = Input(description="HTTPS URL of a file containing training data"),
learning_rate: float = Input(description="learning rate, for learning!", default=1e-4, ge=0),
seed: int = Input(description="random seed to use for training", default=None)
) -> str:
Expand Down Expand Up @@ -86,7 +86,7 @@ class TrainingOutput(BaseModel):
weights: Path

def train(
train_data: Path = Input(description="HTTPS URL of a file containg training data"),
train_data: Path = Input(description="HTTPS URL of a file containing training data"),
learning_rate: float = Input(description="learning rate, for learning!", default=1e-4, ge=0),
seed: int = Input(description="random seed to use for training", default=42)
) -> TrainingOutput:
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4 changes: 2 additions & 2 deletions docs/wsl2/wsl2.md
Original file line number Diff line number Diff line change
Expand Up @@ -77,7 +77,7 @@ Before moving forward, make sure you reboot your computer so that Windows 11 wil

Download and run the [WSL2 Linux kernel update package for x64 machines](https://wslstorestorage.blob.core.windows.net/wslblob/wsl_update_x64.msi) msi installer. When prompted for elevated permissions, click 'yes' to approve the installation.

To ensure you are using the correct WSL kernel, `open Windows Terminal as an adminstrator` and enter:
To ensure you are using the correct WSL kernel, `open Windows Terminal as an administrator` and enter:

```powershell
wsl cat /proc/version
Expand All @@ -97,7 +97,7 @@ Open `Settings` → `Windows Update` → `Advanced options` and ensure `Receive

## 4. Configure WSL 2

First, configure Windows to use the virtualization-based version of WSL (version 2) by default. In a Windows Terminal with adminstrator priveleges, type the following:
First, configure Windows to use the virtualization-based version of WSL (version 2) by default. In a Windows Terminal with administrator privileges, type the following:

```powershell
wsl --set-default-version 2
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