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Offload LLM using Facebook FairScale
Posted inArtificial Intelligence Python PyTorch Web Dev

Offload LLM using Facebook FairScale

Posted by By Jacob K. Lo October 1, 2023
What is Fairscale FairScale is an open-source library from Facebook. It help researchers and engineers…
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DeepSpeed API ZeRO Offload
Posted inArtificial Intelligence Python PyTorch

DeepSpeed API ZeRO Offload

Posted by By Jacob K. Lo September 12, 2023
The biggest problem in Deep learning and training large language models (LLMs) is the limit…
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Offload LLM custom back propagation
Posted inArtificial Intelligence Python PyTorch

Offload LLM custom back propagation

Posted by By Jacob K. Lo September 2, 2023
What is Model Offloading? Model offloading, as described in the DeepSpeed ZeRO's paper, refers to…
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How to generate prompts with 4x less GPU memory
Posted inArtificial Intelligence PyTorch

How to generate prompts with 4x less GPU memory

Posted by By Jacob K. Lo August 19, 2023
What is 32-bit full precision training and 16-bit half precision training? This picture pretty much…
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NanoGPT – My takes
Posted inArtificial Intelligence Python PyTorch

NanoGPT – My takes

Posted by By Jacob K. Lo August 5, 2023
NanoGPT is develop by Andrew Karpathy, a Lead engineer from Tesla. The simplest, fastest repository…
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Jacob K. Lo
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A passionate and dedicated Software Engineer specializing in Deep Learning, and AI-driven innovations. With 10 years of experience as a software developer and a constant thirst for challenging the unknown, Jacob strives to bridge the gap between theoretical AI models and practical, impactful solutions.

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