together files upload acme_corp_customer_support.jsonl
  
{
  "filename" : "acme_corp_customer_support.json",
  "id": "file-aab9997e-bca8-4b7e-a720-e820e682a10a",
  "object": "file"
}
  
  
together finetune create --training-file file-aab9997-bca8-4b7e-a720-e820e682a10a
--model together compute/RedPajama-INCITE-7B-Chat

together finetune create --training-file $FILE_ID 
--model $MODEL_NAME 
--wandb-api-key $WANDB_API_KEY 
--n-epochs 10 
--n-checkpoints 5 
--batch-size 8 
--learning-rate 0.0003
{
    "training_file": "file-aab9997-bca8-4b7e-a720-e820e682a10a",
    "model_output_name": "username/togethercomputer/llama-2-13b-chat",
    "model_output_path": "s3://together/finetune/63e2b89da6382c4d75d5ef22/username/togethercomputer/llama-2-13b-chat",
    "Suffix": "Llama-2-13b 1",
    "model": "togethercomputer/llama-2-13b-chat",
    "n_epochs": 4,
    "batch_size": 128,
    "learning_rate": 1e-06,
    "checkpoint_steps": 2,
    "created_at": 1687982945,
    "updated_at": 1687982945,
    "status": "pending",
    "id": "ft-5bf8990b-841d-4d63-a8a3-5248d73e045f",
    "epochs_completed": 3,
    "events": [
        {
            "object": "fine-tune-event",
            "created_at": 1687982945,
            "message": "Fine tune request created",
            "type": "JOB_PENDING",
        }
    ],
    "queue_depth": 0,
    "wandb_project_name": "Llama-2-13b Fine-tuned 1"
}