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Official organization for the Hugging Face Accelerate library

hf-accelerate's activity

lysandreย 
posted an update 7 days ago
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SmolVLM-2 and SigLIP-2 are now part of transformers in dedicated releases!

They're added on top of the v4.49.0 release, and can be installed from the following tags: v4.49.0-SmolVLM-2 and v4.49.0-SigLIP-2.

This marks a new beginning for the release process of transformers. For the past five years, we've been doing monthly releases featuring many models (v4.49.0, the latest release, features 9 new architectures).

Starting with SmolVLM-2 & SigLIP2, we'll now additionally release tags supporting new models on a stable branch. These models are therefore directly available for use by installing from the tag itself. These tags will continue to be updated with fixes applied to these models.

Going forward, continue expecting software releases following semantic versioning: v4.50.0 will have ~10 new architectures compared to v4.49.0, as well as a myriad of new features, improvements and bug fixes. Accompanying these software releases, we'll release tags offering brand new models as fast as possible, to make them accessible to all immediately.
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Wauplinย 
posted an update 5 months ago
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What a great milestone to celebrate! The huggingface_hub library is slowly becoming a cornerstone of the Python ML ecosystem when it comes to interacting with the @huggingface Hub. It wouldn't be there without the hundreds of community contributions and feedback! No matter if you are loading a model, sharing a dataset, running remote inference or starting jobs on our infra, you are for sure using it! And this is only the beginning so give a star if you wanna follow the project ๐Ÿ‘‰ https://github.com/huggingface/huggingface_hub
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Wauplinย 
posted an update 5 months ago
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๐Ÿš€ Exciting News! ๐Ÿš€

We've just released ๐š‘๐šž๐š๐š๐š’๐š—๐š๐š๐šŠ๐šŒ๐šŽ_๐š‘๐šž๐š‹ v0.25.0 and it's packed with powerful new features and improvements!

โœจ ๐—ง๐—ผ๐—ฝ ๐—›๐—ถ๐—ด๐—ต๐—น๐—ถ๐—ด๐—ต๐˜๐˜€:

โ€ข ๐Ÿ“ ๐—จ๐—ฝ๐—น๐—ผ๐—ฎ๐—ฑ ๐—น๐—ฎ๐—ฟ๐—ด๐—ฒ ๐—ณ๐—ผ๐—น๐—ฑ๐—ฒ๐—ฟ๐˜€ with ease using huggingface-cli upload-large-folder. Designed for your massive models and datasets. Much recommended if you struggle to upload your Llama 70B fine-tuned model ๐Ÿคก
โ€ข ๐Ÿ”Ž ๐—ฆ๐—ฒ๐—ฎ๐—ฟ๐—ฐ๐—ต ๐—”๐—ฃ๐—œ: new search filters (gated status, inference status) and fetch trending score.
โ€ข โšก๐—œ๐—ป๐—ณ๐—ฒ๐—ฟ๐—ฒ๐—ป๐—ฐ๐—ฒ๐—–๐—น๐—ถ๐—ฒ๐—ป๐˜: major improvements simplifying chat completions and handling async tasks better.

Weโ€™ve also introduced tons of bug fixes and quality-of-life improvements - thanks to the awesome contributions from our community! ๐Ÿ’ช

๐Ÿ’ก Check out the release notes: Wauplin/huggingface_hub#8

Want to try it out? Install the release with:

pip install huggingface_hub==0.25.0

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Wauplinย 
posted an update 8 months ago
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๐Ÿš€ Just released version 0.24.0 of the ๐š‘๐šž๐š๐š๐š’๐š—๐š๐š๐šŠ๐šŒ๐šŽ_๐š‘๐šž๐š‹ Python library!

Exciting updates include:
โšก InferenceClient is now a drop-in replacement for OpenAI's chat completion!

โœจ Support for response_format, adapter_id , truncate, and more in InferenceClient

๐Ÿ’พ Serialization module with a save_torch_model helper that handles shared layers, sharding, naming convention, and safe serialization. Basically a condensed version of logic scattered across safetensors, transformers , accelerate

๐Ÿ“ Optimized HfFileSystem to avoid getting rate limited when browsing HuggingFaceFW/fineweb

๐Ÿ”จ HfApi & CLI improvements: prevent empty commits, create repo inside resource group, webhooks API, more options in the Search API, etc.

Check out the full release notes for more details:
Wauplin/huggingface_hub#7
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Wauplinย 
posted an update 8 months ago
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๐Ÿš€ I'm excited to announce that huggingface_hub's InferenceClient now supports OpenAI's Python client syntax! For developers integrating AI into their codebases, this means you can switch to open-source models with just three lines of code. Here's a quick example of how easy it is.

Why use the InferenceClient?
๐Ÿ”„ Seamless transition: keep your existing code structure while leveraging LLMs hosted on the Hugging Face Hub.
๐Ÿค— Direct integration: easily launch a model to run inference using our Inference Endpoint service.
๐Ÿš€ Stay Updated: always be in sync with the latest Text-Generation-Inference (TGI) updates.

More details in https://huggingface.co./docs/huggingface_hub/main/en/guides/inference#openai-compatibility
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Wauplinย 
posted an update 10 months ago
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๐Ÿš€ Just released version 0.23.0 of the huggingface_hub Python library!

Exciting updates include:
๐Ÿ“ Seamless download to local dir!
๐Ÿ’ก Grammar and Tools in InferenceClient!
๐ŸŒ Documentation full translated to Korean!
๐Ÿ‘ฅ User API: get likes, upvotes, nb of repos, etc.!
๐Ÿงฉ Better model cards and encoding for ModelHubMixin!

Check out the full release notes for more details:
Wauplin/huggingface_hub#6
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Wauplinย 
posted an update 11 months ago
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๐Ÿš€ Just released version 0.22.0 of the huggingface_hub Python library!

Exciting updates include:
โœจ Chat-completion API in the InferenceClient!
๐Ÿค– Official inference types in InferenceClient!
๐Ÿงฉ Better config and tags in ModelHubMixin!
๐Ÿ† Generate model cards for your ModelHubMixin integrations!
๐ŸŽ๏ธ x3 download speed in HfFileSystem!!

Check out the full release notes for more details: Wauplin/huggingface_hub#5 ๐Ÿ‘€
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Wauplinย 
posted an update about 1 year ago
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๐Ÿš€ Just released version 0.21.0 of the huggingface_hub Python library!

Exciting updates include:
๐Ÿ–‡๏ธ Dataclasses everywhere for improved developer experience!
๐Ÿ’พ HfFileSystem optimizations!
๐Ÿงฉ PyTorchHubMixin now supports configs and safetensors!
โœจ audio-to-audio supported in the InferenceClient!
๐Ÿ“š Translated docs in Simplified Chinese and French!
๐Ÿ’” Breaking changes: simplified API for listing models and datasets!

Check out the full release notes for more details: Wauplin/huggingface_hub#4 ๐Ÿค–๐Ÿ’ป
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muellerzrย 
updated a Space over 1 year ago