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update dataset

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This commit is contained in:
LiangSong 2023-05-05 19:23:16 +08:00
parent 758af69c73
commit f893a0f5b8
1 changed files with 12 additions and 0 deletions
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dataset/dataset.py
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@ -99,6 +99,18 @@ def instruct_transform(batch):
targets = batch["targets"][0]
text = "user:{}\nsystem:{}".format(inputs.strip(), targets.strip())
texts = [text]
# camel-ai preprocess
elif "message_1" in batch and "message_2" in batch:
inputs = batch["message_1"][0]
targets = batch["message_2"][0]
text = "user:{}\nsystem:{}".format(inputs.strip(), targets.strip())
texts = [text]
# grade-school-math-instructions preprocess
elif "INSTRUCTION" in batch and "RESPONSE" in batch:
inputs = batch["INSTRUCTION"][0]
targets = batch["RESPONSE"][0]
text = "user:{}\nsystem:{}".format(inputs.strip(), targets.strip())
texts = [text]
else:
raise Exception("Unrecognized instruct dataset format.")
return {"text": texts}