[Add] Logits Processor Zoo with HF Transformers

[ariG23498]

Adding a blog post on logits processor zoo from NVIDIA and its usage with Hugging Face transformers.

[Vaibhavs10]

Great job on putting this together, it already reads well. I added some suggestion/ nits.

[Vaibhavs10]

LGTM! Thanks for incorporating the suggestions:

Two final suggestions:

1. Put a more generic title - if possible.
2. After each generation, add a line that tells people what to look for specifically in that generation and how it relates to the LogitProcessor.

[ariG23498]

@Vaibhavs10 thank you for the review! I have updated the blog according to your review.

[Vaibhavs10]

Thank you! <3

[ariG23498]

Waiting for the NVIDIA team to review. After that is done we can merge this.

[pcuenca]

I think some additional contextualization could be helpful, as expressed in a comment.

[pcuenca]

Reminder to update

[pcuenca]

This author profile does not seem to belong to the nvidia org.

[gante]

+1 to Pedro's contextualization comment

If a reader skims the top, it gives the impression that transformers doesn't include advanced logits processors (which is obviously not true 😛 ). Instead, I would try to frame Nvidia's library as an expansion to the existing processors, and would also highlight that generate is compatible with custom logits processors like Nvidia's

[ariG23498]

@pcuenca @gante thank you for the thorough reviews. I have made the updates, could you all review the changes and let me know if the contextualization is better in this version of the blog post?

[pcuenca]

Checked the intro and skimmed through the rest, given that several of us had already reviewed. The context and framing look great to me now!

[pcuenca]

I love how the intro provides great context now, thank you! 🙌