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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: mlfoundations-dev/oh-dcft-v3-llama3.1-nemotron-70b_shareGPT_format
+dataset_dir: ONLINE
+ddp_timeout: '180000000'
+deepspeed: /opt/ml/code/zero3.json
+do_train: 'True'
+enable_liger_kernel: 'False'
+eval_strategy: epoch
+finetuning_type: full
+formatting: sharegpt
+global_batch_size: '4096'
+gradient_accumulation_steps: '8'
+gradient_checkpointing: 'True'
+hub_model_id: mlfoundations-dev/hp_ablations_grid_mistral_bsz4096_lr2e-6_scheduler-cosine-warmup0.05-minlr5e-7
+learning_rate: 2e-06
+logging_steps: '10'
+lr_scheduler_kwargs: min_lr=5e-07
+lr_scheduler_type: cosine_with_min_lr
+max_grad_norm: '1'
+messages: conversations
+model_name_or_path: mistralai/Mistral-7B-v0.1
+neat_packing: 'True'
+num_train_epochs: '3.0'
+output_dir: /opt/ml/model
+overwrite_cache: 'True'
+overwrite_output_dir: 'True'
+packing: 'True'
+per_device_train_batch_size: '8'
+plot_loss: 'True'
+preprocessing_num_workers: '16'
+push_to_db: 'True'
+push_to_hub: 'True'
+report_to: wandb
+role_tag: from
+run_name: hp_ablations_grid_mistral_bsz4096_lr2e-6_scheduler-cosine-warmup0.05-minlr5e-7
+save_strategy: epoch
+stage: sft
+template: mistral
+user_tag: human
+val_size: '0.05'
+warmup_ratio: '0.05'
+weight_decay: '0.1'