feat(examples): Add distributed image captioning example with BLIP-2 - #4239
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feat(examples): Add distributed image captioning example with BLIP-2#4239CJstate wants to merge 2 commits into
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Add new example `gemma_distributed.py` demonstrating distributed inference with Google Gemma 2B-IT using PartialState API. Update README with example table and run instructions. Addresses community contributions request in huggingface#3078.
Add a new example for distributed image captioning using BLIP-2 model. This addresses the request in huggingface#3078 for image captioning examples. The example includes: - Data-parallel inference using PartialState - ThreadPoolExecutor for non-blocking artifact serialization - Support for common image formats (jpg, png, bmp, webp, tiff) - Resume capability via output file tracking - Configurable batch size, beam search, and token limits Update README.md to include the new example in the table and add usage instructions. Closes huggingface#3078
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Add a new example for distributed image captioning using BLIP-2 model. This addresses the request in #3078 for image captioning examples.
The example includes:
Files changed:
Closes #3078