Delete llm/fw57M-tied/hparams.yaml
Browse files- llm/fw57M-tied/hparams.yaml +0 -84
llm/fw57M-tied/hparams.yaml
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loggers:
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tensorboard:
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_target_: src.trainer.TensorBoardLogger
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save_dir: ./
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name: ''
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version: null
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callbacks:
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lr_monitor:
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_target_: src.callbacks.lr_monitor.SimpleLearningRateMonitor
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grad_norm:
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_target_: src.callbacks.grad_norm.GradNorm
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norm_type: 2
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group_separator: /
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histogram_freq: null
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check_clipping: false
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log_weight_distribution: false
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only_total: true
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speed_monitor:
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_target_: src.callbacks.speed_monitor.SpeedMonitor
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grad_accum:
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_target_: src.callbacks.gradient_accumulation.GradientAccumulationScheduler
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scheduling:
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0: 4
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model_checkpoint:
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_target_: src.callbacks.model_checkpoint.ModelCheckpoint
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dirpath: .checkpoints
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filename: '{step}'
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enable_version_counter: false
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every_n_train_steps: 2000
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save_top_k: -1
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save_last: link
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verbose: true
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save_initial_checkpoint: true
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out_parent_folder: model_train
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tok_name: bytelevel
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run_folder: .
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dataset: finewebedu-20B
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pwd: /home/zg258/projects/infotokenization
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train_data_path: /home/zg258/projects/infotokenization/data/finewebedu-20B/bytelevel-subset/train
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val_data_path: /home/zg258/projects/infotokenization/data/finewebedu-20B/bytelevel-subset/validation
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model: fw57M-tied
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resume_from_checkpoint: .checkpoints/last.ckpt
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save_initial_checkpoint: true
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seed: 42
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torch_compile: true
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data:
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batch_size: 32
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eval_batch_size: 128
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shuffle: true
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drop_last: false
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num_workers: 12
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pin_memory: true
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persistent_workers: false
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prefetch_factor: 2
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multiprocessing_context: null
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optim:
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optim_name: adamw
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lr: 0.0006
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weight_decay: 0.01
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optim_kwargs:
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fused: true
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eps: 1.0e-08
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betas:
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- 0.9
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- 0.95
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scheduler_name: warmup_stable_decay
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num_warmup_steps: 2000
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scheduler_kwargs:
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num_stable_steps: 44000
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num_decay_steps: 4000
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min_lr_ratio: 0.01
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trainer:
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accelerator: gpu
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devices: 1
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precision: bf16-true
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deterministic: false
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log_every_n_steps: 1
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enable_progress_bar: true
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fast_dev_run: false
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gradient_clip_val: 1.0
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gradient_clip_algorithm: norm
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val_check_interval: 2000
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max_steps: 50000
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limit_val_batches: 500
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