---
library_name: transformers
tags:
- unsloth
---

![image](https://cdn-uploads.huggingface.co/production/uploads/64739bc371f07ae738d2d61d/CmtHh8KBVf2U2TfGGl1y5.png)

```
training_args = GRPOConfig(
    vllm_sampling_params = vllm_sampling_params,
    # max_grad_norm = 0.1,
    # beta = 0.001,
    temperature = 1.0,
    learning_rate = 1e-5,
    weight_decay = 0.01,
    warmup_ratio = 0.01,
    lr_scheduler_type = "linear",
    optim = "adamw_8bit",
    logging_steps = 1,
    per_device_train_batch_size = 4,
    gradient_accumulation_steps = 1, 
    num_generations = 4,
    # steps_per_generation = 16,
    max_prompt_length = max_prompt_length,
    max_completion_length = max_completion_length,
    # num_train_epochs = 1, # Set to 1 for a full training run
    max_steps = 5000,
    save_steps = 250,
    save_total_limit = 10,
    report_to = "wandb",
    output_dir = "outputs",
)
```