Building on HF

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Gary Stafford PRO

garystafford

https://medium.com/@GaryStafford

AI & ML interests

image, video, and audio generation, object detection, fine-tuning, MLOps

Recent Activity

liked a Space 7 days ago

linoyts/Qwen-Image-Edit-2509-Fast

liked a model 13 days ago

kyutai/tts-1.6b-en_fr

liked a model 13 days ago

nvidia/nemotron-speech-streaming-en-0.6b

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liked a Space 7 days ago

Qwen Image Edit 2509 Fast

👀

141

Fast 8 step inference of Qwen Image Edit 2509

liked 2 models 13 days ago

kyutai/tts-1.6b-en_fr

Text-to-Speech • Updated Sep 11, 2025 • 68.5k • 365

nvidia/nemotron-speech-streaming-en-0.6b

Automatic Speech Recognition • Updated 21 days ago • 8.88k • 434

reacted to prithivMLmods's post with 🚀🔥❤️ 29 days ago

Post

4247

Introducing the Qwen-Image-Edit-2511-LoRAs-Fast demo, featuring image property comparison and contrast, built on top of Gradio and the combined Rerun SDK. It supports single and multi-image edits with existing LoRAs that are lazily loaded. (Note: This is still an experimental Space for Qwen-Image-Edit-2511.)

⭐ Space Demo: prithivMLmods/Qwen-Image-Edit-2511-LoRAs-Fast
⭐ GitHub: https://github.com/PRITHIVSAKTHIUR/Qwen-Image-Edit-2511-LoRAs-Fast-Multi-Image-Rerun
⭐ Collection: https://huggingface.co/collections/prithivMLmods/image-generation-apps-collection

To know more about it, visit the app page or the respective model page!

2 replies

updated a model 29 days ago

garystafford/wav2vec2-deepfake-voice-detector

Audio Classification • 0.3B • Updated 29 days ago • 1.19k

upvoted an article 29 days ago

Article

Tokenization in Transformers v5: Simpler, Clearer, and More Modular

Dec 18, 2025

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116

liked a Space 29 days ago

The Tokenizer Playground

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623

Experiment with and compare different tokenizers

upvoted an article 29 days ago

Article

Transformers v5: Simple model definitions powering the AI ecosystem

Dec 1, 2025

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281

reacted to csabakecskemeti's post with 🔥 29 days ago

Post

3206

Just sharing a result of a homelab infrastructure experiment:

I've managed to setup a distributed inference infra at home using a DGX Spark (128GB unified gddr6) and a linux workstation with an RTX 6000 Pro (96GB gddr7) connected via 100Gbps RoCEv2. The model I've used (https://lnkd.in/gx6J7YuB) is about 140GB so could not fit either of the GPU. Full setup and tutorial soon on devquasar.com

Screen recording:
https://lnkd.in/gKM9H5GJ