LLM training with Cloudexe

• This demo launches a LLM training workload from an AWS g4dn.xlarge instance.
• Training data, model weights and checkpoints all refer to local filesystem on the AWS server.
• Notice how there was zero setup needed on the remote server.

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Imagenet (resnet50) training with Cloudexe

• This demo launches an Imagenet training workload from an AWS g4dn.xlarge instance.
• Training data, model weights and checkpoints all refer to local filesystem on the AWS server.
• Notice how there was zero setup needed on the remote server.

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Llama.cpp inference with Cloudexe

• This demo launches Llama.cpp inference workload from an AWS g4dn.xlarge instance.
• Model weights refer to local filesystem on the AWS server.
• Notice how there was zero setup needed on the remote server.

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Jupyter-notebook with Cloudexe

• This demo launches an interactive Jupyter notebook workload from an AWS g4dn.xlarge instance.
• Directory and code files all refer to local filesystem on the AWS server.
• Notice how there was zero setup needed on the remote server.

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