Row 5690

Row ID: 5690 | Dataset Entry | Axioma AXP Content Repository

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This page contains data entry 5690 from the Axioma AXP content repository. The structured data below represents the complete record for this entry.

Long story short, a company has a budget for buying GPUs expected to fine-tune LLMs(probably 70B ones), and I have to the research to find which GPU setup is the best with respect to their budget.

The budget can buy **three H100** GPUs or **five A100** GPUs.

I tried my best but until now is not clear to me which of these setups is better. While five A100s have more VRAM, they say H100 are 2-8 times faster than A100s!

I'm seeking help. Any valuable insights will be appreciated.

FieldValue
text Long story short, a company has a budget for buying GPUs expected to fine-tune LLMs(probably 70B ones), and I have to the research to find which GPU setup is the best with respect to their budget. The budget can buy **three H100** GPUs or **five A100** GPUs. I tried my best but until now is not clear to me which of these setups is better. While five A100s have more VRAM, they say H100 are 2-8 times faster than A100s! I'm seeking help. Any valuable insights will be appreciated.
label r/machinelearning
dataType post
communityName r/MachineLearning
datetime 2024-05-02
username_encoded Z0FBQUFBQm5LakwyS1dZM2tsS0dyRy1DTmdVZGFEa0FCQzZ0WjVEQUxwQ0V5V19CMktjYjdGRjJXOGY5Y3N3SmFxYlFRMU9IMjR5dzE1NkRGeThtdndHeS1ueWxlRU51b3c9PQ==
url_encoded Z0FBQUFBQm5Lak9HcnJsSHQ0X1cwMElzVk91YXRveUZMREo1ZTdqZGhDczhzbW1Ya3hyeHFoTUY2MEhBTzV1ajlRNTJUeXppTzZrMEFFYUkzQmFzeDdza0QtQ3I0VWhSU2piN1BSTUU1TmM1SmRDNU9xd0FlcG9FOWZKTUlBNEJuQU9NdW9YNmh2MHg1RUhWSXJkbWg0dnN5cXlmZWpoNC03Y1ljQmlXcWtUWEp0X3I5OWZFNHlWa1BPLV8wUDkyZE5qWkVHVTIyTUp2SVhEczhSTEROaVpXaXNTUDdycUs3QT09

Raw Record

{
  "text": "Long story short, a company has a budget for buying GPUs expected to fine-tune LLMs(probably 70B ones), and I have to the research to find which GPU setup is the best with respect to their budget.\n\nThe budget can buy **three H100** GPUs or **five A100** GPUs. \n\nI tried my best but until now is not clear to me which of these setups is better. While five A100s have more VRAM, they say H100 are 2-8 times faster than A100s!\n\nI'm seeking help. Any valuable insights will be appreciated.",
  "label": "r/machinelearning",
  "dataType": "post",
  "communityName": "r/MachineLearning",
  "datetime": "2024-05-02",
  "username_encoded": "Z0FBQUFBQm5LakwyS1dZM2tsS0dyRy1DTmdVZGFEa0FCQzZ0WjVEQUxwQ0V5V19CMktjYjdGRjJXOGY5Y3N3SmFxYlFRMU9IMjR5dzE1NkRGeThtdndHeS1ueWxlRU51b3c9PQ==",
  "url_encoded": "Z0FBQUFBQm5Lak9HcnJsSHQ0X1cwMElzVk91YXRveUZMREo1ZTdqZGhDczhzbW1Ya3hyeHFoTUY2MEhBTzV1ajlRNTJUeXppTzZrMEFFYUkzQmFzeDdza0QtQ3I0VWhSU2piN1BSTUU1TmM1SmRDNU9xd0FlcG9FOWZKTUlBNEJuQU9NdW9YNmh2MHg1RUhWSXJkbWg0dnN5cXlmZWpoNC03Y1ljQmlXcWtUWEp0X3I5OWZFNHlWa1BPLV8wUDkyZE5qWkVHVTIyTUp2SVhEczhSTEROaVpXaXNTUDdycUs3QT09"
}
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