this post was submitted on 24 Nov 2023
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LocalLLaMA

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Community to discuss about Llama, the family of large language models created by Meta AI.

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Tokens per Second (alien.top)
submitted 10 months ago by meetrais@alien.top to c/localllama@poweruser.forum
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Hey All,

I have few doubts about method to calculate tokens per second of LLM model.

  1. The way I calculate tokens per second of my fine-tuned models is, I put timer in my python code and calculate tokens per second. So if length of my output tokens is 20 and model took 5 seconds then tokens per second is 4. Am I using correct method or is there any other better method for this?

  2. If tokens per second of my model is 4 on 8 GB VRAM then will it be 8 tokens per second on 16 GB VRAM?

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[–] phree_radical@alien.top 1 points 10 months ago

I just wrap it in tqdm