#zero-shot-performance

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#concept-frequency #pretraining-data #machine-learning #pretraining #multimodal-ai #multimodal-models
Artificial intelligence
fromThe Verge
2 weeks ago

Gemini 3 is almost as good as Google says it is

Gemini 3 Pro improves reasoning, multimodal Canvas code generation, and zero-shot tasks, offering powerful 3D visualization and agentic features with notable limitations.
#pretraining
fromHackernoon
1 year ago
Artificial intelligence

Analyzing the Impact of Pretraining Frequency on Zero-Shot Performance in Multimodal Models | HackerNoon

fromHackernoon
1 year ago
Artificial intelligence

Analyzing the Impact of Pretraining Frequency on Zero-Shot Performance in Multimodal Models | HackerNoon

more#pretraining
#pretraining-data
fromHackernoon
1 year ago
Artificial intelligence

What 34 Vision-Language Models Reveal About Multimodal Generalization | HackerNoon

fromHackernoon
1 year ago
Artificial intelligence

AI Models Trained on Synthetic Data Still Follow Concept Frequency Trends | HackerNoon

fromHackernoon
1 year ago
Artificial intelligence

'Let It Wag!' and the Limits of Machine Learning on Rare Concepts | HackerNoon

fromHackernoon
1 year ago
Artificial intelligence

What 34 Vision-Language Models Reveal About Multimodal Generalization | HackerNoon

fromHackernoon
1 year ago
Artificial intelligence

AI Models Trained on Synthetic Data Still Follow Concept Frequency Trends | HackerNoon

fromHackernoon
1 year ago
Artificial intelligence

'Let It Wag!' and the Limits of Machine Learning on Rare Concepts | HackerNoon

more#pretraining-data
Artificial intelligence
fromHackernoon
1 year ago

What 300GB of AI Research Reveals About the True Limits of "Zero-Shot" Intelligence | HackerNoon

Pretraining datasets impact the zero-shot performance of multimodal models through predictable frequency of concepts.
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