Topic: LLM VRAM & GPU Optimization
Please describe the software architecture that a successful business strategy would require to introduce a new Deep Learning hardware accelerator to the market.

Topic: LLM VRAM & GPU Optimization
If a 7B parameter Transformer LLM at fp16 with batch size 1 and Sequence length is 500 tokens and bytes per token is 2 - needs 14GB VRAM, what would the VRAM requirement be if batch size is 50?

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