Update falcon model card

[ricalanis]

Fixes #36979

• Updated the Falcon model card
• Did not update Falcon3 as it is not explicitly listed, but can do it also
• Did not include the attention visualizer as I was not able to implement it for Falcon models in a straightforward way.
• First contrib, thank you for your patience <3

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[stevhliu]

Great work! 🚀

[stevhliu]

Can do this:

import torch
from transformers import pipeline

pipeline = pipeline(
    task="text-generation", 
    model="tiiuae/falcon-7b-instruct",
    torch_dtype=torch.bfloat16,
    device=0
)
pipeline(
    "Write a short poem about coding",
    max_length=100,
    do_sample=True,
    temperature=0.7
)

[ricalanis]

Added!

[stevhliu]

Add snippet under here for using the script

Suggested change

	- If you're upgrading from an older custom code checkpoint, remember to convert it to the official Transformers format using the conversion script located in the
	- If you're upgrading from an older custom code checkpoint, remember to convert it to the official Transformers format for better stability and performance using the conversion script located in the

[ricalanis]

Thank you for your kind suggestions, @stevhliu. Added all of them, so ready for you to review again.

[HuggingFaceDocBuilderDev]

The docs for this PR live here. All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.

[ricalanis]

The docs for this PR live here. All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.

Thanks to this build i was able to spot a typo. Fixed.

[stevhliu]

Thanks, just two more minor changes and we can merge! 🔥