refactor(utils): 简化SFT处理器逻辑
This commit is contained in:
+2
-10
@@ -132,17 +132,9 @@ def get_pt_processor(tokenizer: BpeTokenizer):
|
||||
def get_sft_processor(tokenizer: BpeTokenizer):
|
||||
def processor(input_dict: dict):
|
||||
query, response = input_dict["query"], input_dict["response"]
|
||||
prefix_seg = f"<|user|> {query} <|system|> <bos>"
|
||||
suffix_seg = f"{response}<eos>\n"
|
||||
prefix_ids = tokenizer.encode(prefix_seg)
|
||||
suffix_ids = tokenizer.encode(suffix_seg)
|
||||
tokens = tokenizer.encode(f"<|user|> {query} <|system|> <bos>{response}<eos>\n")
|
||||
|
||||
tokens = prefix_ids + suffix_ids
|
||||
tokens = torch.tensor(tokens, dtype=torch.int32)
|
||||
masks = torch.zeros_like(tokens, dtype=torch.bool)
|
||||
masks[len(prefix_ids):] = True
|
||||
|
||||
return {"sequence": tokens, "mask": masks}
|
||||
return {"sequence": tokens}
|
||||
|
||||
return processor
|
||||
|
||||
|
||||
Reference in New Issue
Block a user