rivapereira123 commited on
Commit
9df7d7d
·
verified ·
1 Parent(s): b7f414a

Update finetune_flan_t5.py

Browse files
Files changed (1) hide show
  1. finetune_flan_t5.py +9 -4
finetune_flan_t5.py CHANGED
@@ -55,14 +55,19 @@ training_args = TrainingArguments(
55
  # Define data collator
56
  data_collator = DataCollatorForSeq2Seq(tokenizer, model=model)
57
 
58
- # Initialize trainer
 
 
59
  trainer = SFTTrainer(
60
  model=model,
61
- args=training_args,
62
- train_dataset=tokenized_dataset,
63
  tokenizer=tokenizer,
64
- data_collator=data_collator,
 
 
 
 
65
  )
66
 
 
67
  # Start training
68
  trainer.train()
 
55
  # Define data collator
56
  data_collator = DataCollatorForSeq2Seq(tokenizer, model=model)
57
 
58
+ def formatting_func(example):
59
+ return f"Input: {example['input']}\nOutput: {example['output']}"
60
+
61
  trainer = SFTTrainer(
62
  model=model,
 
 
63
  tokenizer=tokenizer,
64
+ train_dataset=tokenized_dataset,
65
+ args=training_args,
66
+ data_collator=DataCollatorForSeq2Seq(tokenizer, padding=True),
67
+ formatting_func=formatting_func,
68
+ packing=False
69
  )
70
 
71
+
72
  # Start training
73
  trainer.train()