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altndrr  authored a paper 19 days ago
Specificity-aware reinforcement learning for fine-grained open-world classification
altndrr  authored a paper 19 days ago
Large Multimodal Models as General In-Context Classifiers
nicoboou  authored a paper 25 days ago
XFACTORS: Disentangled Information Bottleneck via Contrastive Supervision
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fffiloni 
posted an update 7 days ago
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3849
I brought DALL·E mini back to life 🤖🎨

You can try it here:
fffiloni/dalle-mini-reboot

And I also built a batch version using Hugging Face Jobs (up to 50 images per prompt):
fffiloni/dalle-mini-via-jobs

The goal was to stay close to the original JAX/Flax pipeline, while integrating it with modern tooling (Gradio + Jobs).

It ended up being a fun way to revisit this model — still weird, still fun 😄
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fffiloni 
posted an update 12 days ago
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450
A clearer demo for TADA (now multilingual) 🔊🌍

I improved the public demo for TADA — a generative framework for speech modeling via text–acoustic dual alignment.

TADA models speech as a joint sequence of text tokens and acoustic tokens, using a transformer backbone to keep text and audio synchronized during generation.

The original demo already exposed these mechanisms, but the workflow made the pipeline hard to understand.

This updated demo makes the process clearer:

• load the model
• prepare a reference voice (optionally with transcript or Whisper auto-transcription)
• generate speech conditioned on that reference

It also adds multilingual support.

Presets are included for a few languages, but the model supports more:

English, French, Spanish, German, Arabic, Mandarin Chinese, Italian, Japanese, Polish, Portuguese

Feel free to try different voices, accents, or languages and see how the alignment behaves.

👉 fffiloni/tada-dual-alignment-tts-demo

Paper
TADA: A Generative Framework for Speech Modeling via Text-Acoustic Dual Alignment (2602.23068)
Ujjwal-Tyagi 
posted an update 18 days ago
Ujjwal-Tyagi 
posted an update 29 days ago
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2892
Public reports allege that Anthropic gobbled up trillions of tokens of copyrighted material and public data to build their castle. 🏰📄 Now that they're sitting on top, they're begging for special laws to protect their profits while pulling the ladder up behind them. 🪜🚫

But the hypocrisy meter just broke! 📉 They are accusing Chinese labs like DeepSeek, Minimax, and Kimi of "huge distillation attacks. The Reality is that You can't just loot the entire internet's library, lock the door, and then sue everyone else for reading through the window. Stop trying to gatekeep the tech you didn't own in the first place. Read the complete article on it: https://huggingface.co/blog/Ujjwal-Tyagi/the-dark-underbelly-of-anthropic
  • 3 replies
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Ujjwal-Tyagi 
posted an update about 1 month ago
Ujjwal-Tyagi 
posted an update about 1 month ago
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3027
GLM 5 is insane, it ranks #4 Globally!
  • 4 replies
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Ujjwal-Tyagi 
posted an update about 2 months ago
stevenbucaille 
posted an update about 2 months ago
malper 
authored 9 papers about 2 months ago
Ujjwal-Tyagi 
posted an update 2 months ago
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1817
There is a new open-source music generation model called HeartMuLa. It offers strong, competitive performance compared to Suno and supports English, Chinese, Japanese, Korean, and Spanish. It is optimized to run easily on RTX GPUs and other consumer-grade hardware. HeartMuLa/HeartMuLa-oss-3B
https://github.com/HeartMuLa/heartlib
  • 1 reply
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Ujjwal-Tyagi 
posted an update 2 months ago
Ujjwal-Tyagi 
posted an update 2 months ago