Kevin Fink commited on
Commit
0958d38
·
1 Parent(s): f9e951b
Files changed (1) hide show
  1. app.py +3 -3
app.py CHANGED
@@ -17,10 +17,10 @@ def fine_tune_model(model_name, dataset_name, hub_id, api_key, num_epochs, batch
17
  bias="none" # Bias handling
18
  )
19
  # Load the dataset
20
- dataset = load_dataset(dataset_name)
21
 
22
  # Load the model and tokenizer
23
- model = AutoModelForSeq2SeqLM.from_pretrained(model_name, num_labels=2)
24
  #model = get_peft_model(model, lora_config)
25
  tokenizer = AutoTokenizer.from_pretrained(model_name)
26
 
@@ -48,7 +48,7 @@ def fine_tune_model(model_name, dataset_name, hub_id, api_key, num_epochs, batch
48
  logging_dir='./logs',
49
  logging_steps=10,
50
  push_to_hub=True,
51
- hub_model_id=hub_id,
52
  fp16=True,
53
  #lr_scheduler_type='cosine',
54
  )
 
17
  bias="none" # Bias handling
18
  )
19
  # Load the dataset
20
+ dataset = load_dataset(dataset_name.strip())
21
 
22
  # Load the model and tokenizer
23
+ model = AutoModelForSeq2SeqLM.from_pretrained(model_name.strip(), num_labels=2)
24
  #model = get_peft_model(model, lora_config)
25
  tokenizer = AutoTokenizer.from_pretrained(model_name)
26
 
 
48
  logging_dir='./logs',
49
  logging_steps=10,
50
  push_to_hub=True,
51
+ hub_model_id=hub_id.strip(),
52
  fp16=True,
53
  #lr_scheduler_type='cosine',
54
  )