MemorySmoothQlora / README.md
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metadata
dataset_info:
  features:
    - name: Model_name
      dtype: string
    - name: Train_size
      dtype: int64
    - name: Test_size
      dtype: int64
    - name: arg
      struct:
        - name: adafactor
          dtype: bool
        - name: adam_beta1
          dtype: float64
        - name: adam_beta2
          dtype: float64
        - name: adam_epsilon
          dtype: float64
        - name: bf16
          dtype: bool
        - name: fp16
          dtype: bool
        - name: fp16_opt_level
          dtype: string
        - name: gradient_accumulation_steps
          dtype: int64
        - name: half_precision_backend
          dtype: string
        - name: label_smoothing_factor
          dtype: float64
        - name: learning_rate
          dtype: float64
        - name: lr_scheduler_type
          dtype: string
        - name: max_grad_norm
          dtype: float64
        - name: max_steps
          dtype: int64
        - name: n_gpu
          dtype: int64
        - name: num_train_epochs
          dtype: int64
        - name: optim
          dtype: string
        - name: optim_args
          dtype: string
        - name: per_device_eval_batch_size
          dtype: int64
        - name: per_device_train_batch_size
          dtype: int64
        - name: warmup_ratio
          dtype: float64
        - name: warmup_steps
          dtype: int64
        - name: weight_decay
          dtype: float64
    - name: lora
      sequence: string
    - name: Parameters
      dtype: int64
    - name: Trainable_parameters
      dtype: int64
    - name: r
      dtype: int64
    - name: Memory Allocation
      dtype: string
    - name: Training Time
      dtype: string
    - name: accuracy
      dtype: float64
    - name: f1_macro
      dtype: float64
    - name: f1_weighted
      dtype: float64
    - name: precision
      dtype: float64
    - name: recall
      dtype: float64
  splits:
    - name: train
      num_bytes: 381
      num_examples: 1
  download_size: 15879
  dataset_size: 381
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*