Row 77020

Row ID: 77020 | Dataset Entry | Axioma AXP Content Repository

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> be very skeptical when someone claims to break the compute/perf frontier (see here). the best estimate of a model's performance is flops.

Thanks for this I did not realise just how closely MMLU scales with training FLOPs. That is really quite a tight fit.

FieldValue
text > be very skeptical when someone claims to break the compute/perf frontier (see here). the best estimate of a model's performance is flops. Thanks for this I did not realise just how closely MMLU scales with training FLOPs. That is really quite a tight fit.
label r/machinelearning
dataType comment
communityName r/MachineLearning
datetime 2024-05-24
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Raw Record

{
  "text": "> be very skeptical when someone claims to break the compute/perf frontier (see here). the best estimate of a model's performance is flops.\n\n\nThanks for this I did not realise just how closely MMLU scales with training FLOPs. That is really quite a tight fit.",
  "label": "r/machinelearning",
  "dataType": "comment",
  "communityName": "r/MachineLearning",
  "datetime": "2024-05-24",
  "username_encoded": "Z0FBQUFBQm5Lak1qOTFaZlRTWkpuSEc5NGJ1cEhRa2E1aXhaYW9kTXB2OEJRanhsbV8xN0tWbVVlclQ3dGRZMTRWZno1Y0VVUDd6NVhHZ1pTLTZfcXo4c0ZIdXBRM3FjOHloT0VoZ2dvTno1ZlFXYkN6NUtiNXM9",
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}
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