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configs.yaml

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+adam_beta1: 0.9
+adam_beta2: 0.999
+assistant_tag: gpt
+bf16: true
+content_tag: value
+cutoff_len: 2048
+dataset: /p/data1/mmlaion/marianna/lf_datasets/mlfoundations-dev/stackoverflow_500000_samples
+dataset_dir: ONLINE
+ddp_timeout: 180000000
+deepspeed: dcft/train/zero3.json
+do_train: true
+enable_liger_kernel: false
+eval_strategy: 'no'
+finetuning_type: full
+formatting: sharegpt
+global_batch_size: 512
+gradient_accumulation_steps: 4
+gradient_checkpointing: true
+hub_model_id: mlfoundations-dev/mlfoundations-dev_stackoverflow_500000_samples
+learning_rate: 5.0e-06
+logging_steps: 10
+lr_scheduler_type: constant
+max_grad_norm: 1
+messages: conversations
+model_name_or_path: meta-llama/Meta-Llama-3.1-8B
+neat_packing: true
+num_train_epochs: 3.0
+output_dir: /p/data1/mmlaion/marianna/dcft_checkpoints/mlfoundations-dev_stackoverflow_500000_samples_meta-llama/Meta-Llama-3.1-8B
+overwrite_cache: true
+overwrite_output_dir: false
+packing: true
+per_device_train_batch_size: 4
+plot_loss: false
+preprocessing_num_workers: 16
+push_to_db: false
+push_to_hub: false
+role_tag: from
+save_strategy: epoch
+stage: sft
+template: llama3
+user_tag: human
+weight_decay: 0.1