Add CPU vs GPU performance comparison example#43102
Open
kowshik-thatinati wants to merge 17 commits intohuggingface:mainfrom
Open
Add CPU vs GPU performance comparison example#43102kowshik-thatinati wants to merge 17 commits intohuggingface:mainfrom
kowshik-thatinati wants to merge 17 commits intohuggingface:mainfrom
Conversation
Updated the example to use a generator for batch processing of prompts.
…indi) Added an example for multilingual text generation using the text-generation pipeline and the accelerate library.
…indi) Added multilingual text-generation example (English, Hindi, Telugu)
Added a section comparing inference speed on CPU vs GPU using Hugging Face pipeline and Accelerator.
Add CPU vs GPU performance comparison example
docs: added multi-input,device-aware text-generation example
Add multilingual text generation example to tutorial(English,Telugu,Hindi)
This example demonstrates batch inference with custom post-processing for text generation using the transformers library.
Add advanced text-generation example with post-processing
Rename advanced_examples to advanced_examples.md
Added a detailed explanation of Named Entity Recognition (NER) and provided a code example using the Hugging Face transformers pipeline.
Enhance NER example in pipeline tutorial
Author
|
Hi |
stevhliu
reviewed
Jan 8, 2026
Member
stevhliu
left a comment
stevhliu
left a comment
There was a problem hiding this comment.
hey, thanks but i don't think its necessary to show multilingual text generation and ner as the goal is to keep this doc more general. likewise, not necessary to compare cpu/gpu performance
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
2 participants
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
Added a section comparing inference speed on CPU vs GPU using Hugging Face pipeline and Accelerator.