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configs.yaml

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+adam_beta1: 0.9
+adam_beta2: 0.999
+bf16: true
+cutoff_len: 2048
+dataset: mlfoundations-dev/wia_dcft_convert_to_shargpt
+dataset_dir: ONLINE
+ddp_timeout: 180000000
+deepspeed: dcft/train/zero3.json
+do_train: true
+enable_liger_kernel: true
+eval_strategy: epoch
+finetuning_type: full
+formatting: sharegpt
+global_batch_size: 512
+gradient_accumulation_steps: 16
+gradient_checkpointing: true
+hub_model_id: mlfoundations-dev/llama3_mammoth_dcft_ablation_50k
+learning_rate: 5.0e-06
+logging_steps: 10
+lr_scheduler_type: constant
+max_grad_norm: 1
+messages: conversations
+model_name_or_path: meta-llama/Llama-3.1-8B
+neat_packing: true
+num_train_epochs: 3.0
+output_dir: /data/horse/ws/rehe951g-p_finetuning/checkpoints
+overwrite_cache: true
+overwrite_output_dir: true
+packing: true
+per_device_eval_batch_size: 4
+per_device_train_batch_size: 8
+plot_loss: true
+preprocessing_num_workers: 16
+push_to_db: true
+push_to_hub: true
+report_to: wandb
+run_name: llama3_mammoth_dcft_ablation_50k
+save_strategy: epoch
+stage: sft
+template: llama3
+val_size: 0.05
+warmup_ratio: 0.1
+warmup_steps: 1738
+weight_decay: 0.1