Datasets:

Modalities:
Tabular
Text
Formats:
parquet
Libraries:
Datasets
Dask
type-steering / README.md
arjunguha's picture
Upload README.md with huggingface_hub
b1e9351 verified
metadata
configs:
  - config_name: completions-qwen2p5_coder_7b_base
    data_files:
      - split: train
        path: completions-qwen2p5_coder_7b_base/train-*
  - config_name: completions-ts-qwen2p5_coder_7b_base
    data_files:
      - split: train
        path: completions-ts-qwen2p5_coder_7b_base/train-*
  - config_name: completions-ts_subset-qwen2p5_coder_7b_base
    data_files:
      - split: train
        path: completions-ts_subset-qwen2p5_coder_7b_base/train-*
  - config_name: mutations-py-delete-qwen2p5_coder_7b_base
    data_files:
      - split: train
        path: mutations-py-delete-qwen2p5_coder_7b_base/train-*
  - config_name: mutations-py-types-qwen2p5_coder_7b_base
    data_files:
      - split: train
        path: mutations-py-types-qwen2p5_coder_7b_base/train-*
  - config_name: mutations-py-types_delete-qwen2p5_coder_7b_base
    data_files:
      - split: train
        path: mutations-py-types_delete-qwen2p5_coder_7b_base/train-*
  - config_name: mutations-py-types_vars-qwen2p5_coder_7b_base
    data_files:
      - split: train
        path: mutations-py-types_vars-qwen2p5_coder_7b_base/train-*
  - config_name: mutations-py-types_vars_delete-qwen2p5_coder_7b_base
    data_files:
      - split: train
        path: mutations-py-types_vars_delete-qwen2p5_coder_7b_base/train-*
  - config_name: mutations-py-vars-qwen2p5_coder_7b_base
    data_files:
      - split: train
        path: mutations-py-vars-qwen2p5_coder_7b_base/train-*
  - config_name: results
    data_files:
      - split: train
        path: results/train-*
dataset_info:
  - config_name: completions-qwen2p5_coder_7b_base
    features:
      - name: key
        dtype: string
      - name: prefix
        dtype: string
      - name: suffix
        dtype: string
      - name: middle
        dtype: string
      - name: correct
        dtype: bool
      - name: model
        dtype: string
      - name: fim_type
        dtype: string
      - name: fim_program
        dtype: string
      - name: hexsha
        dtype: string
      - name: generated_text
        dtype: string
    splits:
      - name: train
        num_bytes: 936244511
        num_examples: 139987
    download_size: 388953853
    dataset_size: 936244511
  - config_name: completions-ts-qwen2p5_coder_7b_base
    features:
      - name: fim_program
        dtype: string
      - name: fim_type
        dtype: string
      - name: _content
        dtype: string
      - name: hexsha
        dtype: string
      - name: size
        dtype: int64
      - name: ext
        dtype: string
      - name: lang
        dtype: string
      - name: max_stars_repo_path
        dtype: string
      - name: max_stars_repo_name
        dtype: string
      - name: max_stars_repo_head_hexsha
        dtype: string
      - name: max_stars_repo_licenses
        sequence: string
      - name: max_stars_count
        dtype: float64
      - name: max_stars_repo_stars_event_min_datetime
        dtype: string
      - name: max_stars_repo_stars_event_max_datetime
        dtype: string
      - name: max_issues_repo_path
        dtype: string
      - name: max_issues_repo_name
        dtype: string
      - name: max_issues_repo_head_hexsha
        dtype: string
      - name: max_issues_repo_licenses
        sequence: string
      - name: max_issues_count
        dtype: float64
      - name: max_issues_repo_issues_event_min_datetime
        dtype: string
      - name: max_issues_repo_issues_event_max_datetime
        dtype: string
      - name: max_forks_repo_path
        dtype: string
      - name: max_forks_repo_name
        dtype: string
      - name: max_forks_repo_head_hexsha
        dtype: string
      - name: max_forks_repo_licenses
        sequence: string
      - name: max_forks_count
        dtype: float64
      - name: max_forks_repo_forks_event_min_datetime
        dtype: string
      - name: max_forks_repo_forks_event_max_datetime
        dtype: string
      - name: content
        dtype: string
      - name: avg_line_length
        dtype: float64
      - name: max_line_length
        dtype: int64
      - name: alphanum_fraction
        dtype: float64
      - name: annotation_sites
        dtype: int64
      - name: type_definitions
        dtype: int64
      - name: loc
        dtype: int64
      - name: functions
        dtype: int64
      - name: loc_per_function
        dtype: float64
      - name: estimated_tokens
        dtype: int64
      - name: generated_text
        dtype: string
      - name: correct
        dtype: bool
      - name: model
        dtype: string
    splits:
      - name: train
        num_bytes: 3875500310
        num_examples: 416000
    download_size: 1368564543
    dataset_size: 3875500310
  - config_name: completions-ts_subset-qwen2p5_coder_7b_base
    features:
      - name: fim_program
        dtype: string
      - name: fim_type
        dtype: string
      - name: _content
        dtype: string
      - name: hexsha
        dtype: string
      - name: size
        dtype: int64
      - name: ext
        dtype: string
      - name: lang
        dtype: string
      - name: max_stars_repo_path
        dtype: string
      - name: max_stars_repo_name
        dtype: string
      - name: max_stars_repo_head_hexsha
        dtype: string
      - name: max_stars_repo_licenses
        sequence: string
      - name: max_stars_count
        dtype: float64
      - name: max_stars_repo_stars_event_min_datetime
        dtype: string
      - name: max_stars_repo_stars_event_max_datetime
        dtype: string
      - name: max_issues_repo_path
        dtype: string
      - name: max_issues_repo_name
        dtype: string
      - name: max_issues_repo_head_hexsha
        dtype: string
      - name: max_issues_repo_licenses
        sequence: string
      - name: max_issues_count
        dtype: float64
      - name: max_issues_repo_issues_event_min_datetime
        dtype: string
      - name: max_issues_repo_issues_event_max_datetime
        dtype: string
      - name: max_forks_repo_path
        dtype: string
      - name: max_forks_repo_name
        dtype: string
      - name: max_forks_repo_head_hexsha
        dtype: string
      - name: max_forks_repo_licenses
        sequence: string
      - name: max_forks_count
        dtype: float64
      - name: max_forks_repo_forks_event_min_datetime
        dtype: string
      - name: max_forks_repo_forks_event_max_datetime
        dtype: string
      - name: content
        dtype: string
      - name: avg_line_length
        dtype: float64
      - name: max_line_length
        dtype: int64
      - name: alphanum_fraction
        dtype: float64
      - name: annotation_sites
        dtype: int64
      - name: type_definitions
        dtype: int64
      - name: loc
        dtype: int64
      - name: functions
        dtype: int64
      - name: loc_per_function
        dtype: float64
      - name: estimated_tokens
        dtype: int64
      - name: generated_text
        dtype: string
      - name: correct
        dtype: bool
      - name: model
        dtype: string
    splits:
      - name: train
        num_bytes: 130749070
        num_examples: 14000
    download_size: 46262881
    dataset_size: 130749070
  - config_name: mutations-py-delete-qwen2p5_coder_7b_base
    features:
      - name: mutated_program
        dtype: string
      - name: mutations
        sequence: string
      - name: key
        dtype: string
      - name: prefix
        dtype: string
      - name: suffix
        dtype: string
      - name: middle
        dtype: string
      - name: correct
        dtype: bool
      - name: model
        dtype: string
      - name: fim_type
        dtype: string
      - name: fim_program
        dtype: string
      - name: hexsha
        dtype: string
      - name: generated_text
        dtype: string
      - name: mutated_generated_text
        dtype: string
    splits:
      - name: train
        num_bytes: 23676577
        num_examples: 2262
    download_size: 9094852
    dataset_size: 23676577
  - config_name: mutations-py-types-qwen2p5_coder_7b_base
    features:
      - name: mutated_program
        dtype: string
      - name: mutations
        sequence: string
      - name: key
        dtype: string
      - name: prefix
        dtype: string
      - name: suffix
        dtype: string
      - name: middle
        dtype: string
      - name: correct
        dtype: bool
      - name: model
        dtype: string
      - name: fim_type
        dtype: string
      - name: fim_program
        dtype: string
      - name: hexsha
        dtype: string
      - name: generated_text
        dtype: string
      - name: prompt
        dtype: string
      - name: solution
        dtype: string
      - name: mutated_generated_text
        dtype: string
    splits:
      - name: train
        num_bytes: 6905122
        num_examples: 519
    download_size: 2481941
    dataset_size: 6905122
  - config_name: mutations-py-types_delete-qwen2p5_coder_7b_base
    features:
      - name: mutated_program
        dtype: string
      - name: mutations
        sequence: string
      - name: key
        dtype: string
      - name: prefix
        dtype: string
      - name: suffix
        dtype: string
      - name: middle
        dtype: string
      - name: correct
        dtype: bool
      - name: model
        dtype: string
      - name: fim_type
        dtype: string
      - name: fim_program
        dtype: string
      - name: hexsha
        dtype: string
      - name: generated_text
        dtype: string
      - name: mutated_generated_text
        dtype: string
    splits:
      - name: train
        num_bytes: 34077919
        num_examples: 3316
    download_size: 13237955
    dataset_size: 34077919
  - config_name: mutations-py-types_vars-qwen2p5_coder_7b_base
    features:
      - name: mutated_program
        dtype: string
      - name: mutations
        sequence: string
      - name: key
        dtype: string
      - name: prefix
        dtype: string
      - name: suffix
        dtype: string
      - name: middle
        dtype: string
      - name: correct
        dtype: bool
      - name: model
        dtype: string
      - name: fim_type
        dtype: string
      - name: fim_program
        dtype: string
      - name: hexsha
        dtype: string
      - name: generated_text
        dtype: string
      - name: mutated_generated_text
        dtype: string
    splits:
      - name: train
        num_bytes: 28666904
        num_examples: 2883
    download_size: 11449242
    dataset_size: 28666904
  - config_name: mutations-py-types_vars_delete-qwen2p5_coder_7b_base
    features:
      - name: mutated_program
        dtype: string
      - name: mutations
        sequence: string
      - name: key
        dtype: string
      - name: prefix
        dtype: string
      - name: suffix
        dtype: string
      - name: middle
        dtype: string
      - name: correct
        dtype: bool
      - name: model
        dtype: string
      - name: fim_type
        dtype: string
      - name: fim_program
        dtype: string
      - name: hexsha
        dtype: string
      - name: generated_text
        dtype: string
      - name: mutated_generated_text
        dtype: string
    splits:
      - name: train
        num_bytes: 61868426
        num_examples: 6168
    download_size: 25001858
    dataset_size: 61868426
  - config_name: mutations-py-vars-qwen2p5_coder_7b_base
    features:
      - name: mutated_program
        dtype: string
      - name: mutations
        sequence: string
      - name: key
        dtype: string
      - name: prefix
        dtype: string
      - name: suffix
        dtype: string
      - name: middle
        dtype: string
      - name: correct
        dtype: bool
      - name: model
        dtype: string
      - name: fim_type
        dtype: string
      - name: fim_program
        dtype: string
      - name: hexsha
        dtype: string
      - name: generated_text
        dtype: string
      - name: mutated_generated_text
        dtype: string
    splits:
      - name: train
        num_bytes: 21667493
        num_examples: 2258
    download_size: 8763990
    dataset_size: 21667493
  - config_name: results
    features:
      - name: num_succ
        dtype: float64
      - name: total
        dtype: float64
      - name: mean_succ
        dtype: float64
      - name: rand_num_succ
        dtype: float64
      - name: rand_total
        dtype: float64
      - name: rand_mean_succ
        dtype: float64
      - name: steering_num_succ
        dtype: float64
      - name: steering_total
        dtype: float64
      - name: steering_mean_succ
        dtype: float64
      - name: lang
        dtype: string
      - name: mutations
        dtype: string
      - name: layers
        dtype: string
      - name: start_layer
        dtype: int64
      - name: model
        dtype: string
      - name: num_layers
        dtype: int64
      - name: __index_level_0__
        dtype: int64
    splits:
      - name: train
        num_bytes: 155522
        num_examples: 1030
    download_size: 33201
    dataset_size: 155522