as with a lot of Nvidia work:
platforms are boring (good)
platforms make the world work (great)
Users might not know their experiences are running on an Nvidia GPU, and they might not know that the product was built on Nemotron. But they love what they’re getting.
Today we're releasing Nemotron 3 Nano Omni.
Audio, Video, Image, Text ➡️ Text
Ask questions about all your data.
Amazing efficiency powered by the Nemotron Hybrid SSM MoE architecture.
State of the art multimodal intelligence.
Nemotron Personas France combines many of the things that make me so enthusiastic about Nvidia & open-source AI:
- Open Data
- Awesome AI Startup collaboration with @pleiasfr
- NeMo Data Designer
- Nemotron 3 Super NVFP4
- Nvidia GB200 Hardware
Was nice to contribute to this!
If you need some synthetic personas/people for your data projects, my team just put out a CC-BY-4.0 open dataset on HF of 100k folks matching US-census distributions for your free use.
nvidia/Nemotron-Personas
@AlexWatson405@alexandr_wang Nobody is using synthetic data blindly as discussed in the paper. It's just not how things are done in practice. Also, the real issue being brought up is that of feedback loops in AI/ML systems, not synthetic data (e.g., plenty of research in recommender systems on this).
1/6 The Nature paper highlighted by @alexandr_wang raises concerns about synthetic data and model collapse. However, it overlooks the transformative potential of synthetic data in AI. Far from causing collapse, modern approaches enhance model performance and capabilities.
Excited to share our work on alpha-synuclein and N-terminal acetylation led by talented and recently graduated @Saranya_S_Kumar out in @ScienceAdvances! With vital contributions from Nima Naseri and @LaserSharkLab, check out thread below!
@AlexWatson405@Abebab@GRETEL small language models, it means orders of magnitude less data (phi models from Microsoft is a good example). So there is actually a lot of potential (and now tooling) to NOT amplify discrimination, social stereotypes, and privacy issues.
@AlexWatson405@Abebab@GRETEL Also, while it's true that many of the past breakthroughs have been enabled by "availability of massive data sets," there’s been a massive shift recently to data-centric AI and using much higher quality data. Higher quality means you need less data, and combined with the shift to
In tonight’s presidential debate the President said the “Portland Sheriff” supports him. As the Multnomah County Sheriff I have never supported Donald Trump and will never support him.
This isn't just Trump's disrespect for Biden coming through. It's his disrespect for the election process entirely. This constant litany of interruptions and lies deprives voters of the opportunity to actually hear a real debate.