#model-optimization

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fromInfoWorld
10 months ago

All the brilliance of AI on minimalist platforms

Fast forward to 2024, our reliance on massive data infrastructures is evaporating, with AI systems running on palm-sized devices. Apple & Qualcomm chips integrate AI for tasks like language translation and photo processing.
Digital life
#machine-learning
Artificial intelligence
fromHackernoon
2 months ago

Rethinking AI Quantization: The Missing Piece in Model Efficiency | HackerNoon

Quantum strategies optimize LLM precision while balancing accuracy and effectiveness through methods like post-training quantization and quantization-aware training.
Artificial intelligence
fromHackernoon
2 months ago

Rethinking AI Quantization: The Missing Piece in Model Efficiency | HackerNoon

Quantum strategies optimize LLM precision while balancing accuracy and effectiveness through methods like post-training quantization and quantization-aware training.
more#machine-learning
Scala
fromHackernoon
2 months ago

The Hidden Power of "Cherry" Parameters in Large Language Models | HackerNoon

Parameter heterogeneity in LLMs shows that a small number of parameters greatly influence performance, leading to the development of the CherryQ quantization method.
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