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1 Parent(s): e717fdd

update V1.5 README

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  1. README.md +2 -1
README.md CHANGED
@@ -89,7 +89,8 @@ inputs = tokenizer("I am so happy you are here!", return_tensors="pt")
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  model.eval()
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  with torch.no_grad():
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- mc_logits = model.mc_forward(inputs['input_ids'], inputs['attention_mask'], n_samples=N_SAMPLES, max_batch_size=MAX_BATCH_SIZE) # Automatically keeps Dropout active, even when in model.eval
 
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  # Bayesian Post-processing
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  all_probs = torch.sigmoid(mc_logits) # (n_samples, B, 28)
 
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  model.eval()
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  with torch.no_grad():
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+ # Automatically keeps Dropout active, even when in model.eval
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+ mc_logits = model.mc_forward(inputs['input_ids'], inputs['attention_mask'], n_samples=N_SAMPLES, max_batch_size=MAX_BATCH_SIZE)
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  # Bayesian Post-processing
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  all_probs = torch.sigmoid(mc_logits) # (n_samples, B, 28)