Update README.md
Browse files
README.md
CHANGED
|
@@ -10,6 +10,28 @@ tags: []
|
|
| 10 |
|
| 11 |
|
| 12 |
## Model Details
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 13 |
|
| 14 |
### Model Description
|
| 15 |
|
|
|
|
| 10 |
|
| 11 |
|
| 12 |
## Model Details
|
| 13 |
+
r = 32,
|
| 14 |
+
lora_alpha = 64,
|
| 15 |
+
target_modules = ["q_proj", "k_proj", "v_proj", "o_proj",
|
| 16 |
+
"gate_proj", "up_proj", "down_proj"],
|
| 17 |
+
lora_dropout = 0.1,
|
| 18 |
+
bias="none"
|
| 19 |
+
)
|
| 20 |
+
model = get_peft_model(model, config)
|
| 21 |
+
model.print_trainable_parameters()
|
| 22 |
+
training_args = TrainingArguments(
|
| 23 |
+
output_dir = f"{model_name}-logo",
|
| 24 |
+
dataloader_pin_memory = False,
|
| 25 |
+
logging_steps = 1,
|
| 26 |
+
remove_unused_columns = False,
|
| 27 |
+
push_to_hub=False,
|
| 28 |
+
label_names= ["labels"],
|
| 29 |
+
num_train_epochs = 10,
|
| 30 |
+
per_device_train_batch_size = 1,
|
| 31 |
+
gradient_accumulation_steps = 1,
|
| 32 |
+
warmup_steps = 0.1,
|
| 33 |
+
save_total_limit=5,
|
| 34 |
+
max_grad_norm=0.3,
|
| 35 |
|
| 36 |
### Model Description
|
| 37 |
|