Building on HF

2 5 17

Gary Stafford

garystafford

https://medium.com/@GaryStafford

AI & ML interests

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

Recent Activity

liked a model about 1 month ago

prithivMLmods/Qwen-Image-Edit-2511-Unblur-Upscale

liked a model 2 months ago

kyutai/helium-1-2b-pop

liked a Space 3 months ago

linoyts/Qwen-Image-Edit-2509-Fast

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liked a model about 1 month ago

prithivMLmods/Qwen-Image-Edit-2511-Unblur-Upscale

Image-to-Image • Updated Jan 15 • 11.4k • • 123

liked a model 2 months ago

kyutai/helium-1-2b-pop

Text Generation • 2B • Updated Apr 30, 2025 • 11 • 3

liked a Space 3 months ago

Qwen Image Edit 2509 Fast

👀

147

Fast 8 step inference of Qwen Image Edit 2509

liked 2 models 3 months ago

kyutai/tts-1.6b-en_fr

Text-to-Speech • Updated Sep 11, 2025 • 41.9k • 374

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

Automatic Speech Recognition • Updated Mar 13 • 29.5k • 524

reactedto prithivMLmods's post with 🚀🔥❤️ 4 months ago

Post

4292

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 4 months ago

garystafford/wav2vec2-deepfake-voice-detector

Audio Classification • 0.3B • Updated Dec 28, 2025 • 2.41k

upvoted an article 4 months ago

Article

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

Dec 18, 2025

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124

liked a Space 4 months ago

The Tokenizer Playground

📝

650

Experiment with and compare different tokenizers

upvoted an article 4 months ago

Article

Transformers v5: Simple model definitions powering the AI ecosystem

Dec 1, 2025

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307

reactedto csabakecskemeti's post with 🔥 4 months ago

Post

3320

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