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codedp-cpt-models-v2

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Safetensors
code-generation
differential-privacy
continued-pretraining
lora
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codedp-cpt-models-v2
File size: 3,400 Bytes
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{
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  "audit/embedding/auc": 0.53716,
  "audit/embedding/empirical_epsilon/0.01": 0.0,
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  "audit/embedding/empirical_epsilon_details/0.05/num_guesses": 0.0,
  "audit/loss/auc": 0.52628,
  "audit/loss/empirical_epsilon/0.01": 0.0,
  "audit/loss/empirical_epsilon/0.05": 0.0,
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  "audit/num_canaries": 500.0,
  "audit/num_members": 250.0,
  "audit/paper_guess_fraction": 0.2,
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  "energy/codecarbon/cpu_count": 16.0,
  "energy/codecarbon/cpu_energy": 0.10578202327142265,
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  "energy/codecarbon/latitude": 47.4843,
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  "eval/duration_sec": 14.139388957060874,
  "eval/loss": 0.8476120976900514,
  "perf/audit_duration_sec": 5.879508854821324,
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  "perf/tokens_per_sec": 4628.685509182398,
  "privacy/epsilon": 7.99463488083978,
  "system/cuda_epoch_peak_memory_gb": 46.08257722854614,
  "system/cuda_max_memory_allocated_gb": 46.08257722854614,
  "system/cuda_memory_allocated_gb": 16.34225034713745,
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}