├── .DS_Store ├── .devcontainer ├── Dockerfile └── devcontainer.json ├── .gitignore ├── .gitmodules ├── LICENSE ├── README.md ├── code-clippy-demo.gif ├── code_clippy_logo.jpg ├── data_processing ├── Programming_Languages_Extensions.json ├── apps.py ├── apps.py.lock ├── check_repo_vulnerabilities.py ├── code_clippy.py ├── code_clippy_filter.py ├── convert_to_gh_downloader_format.py ├── deduplication │ ├── README.md │ ├── deduplication.py │ ├── deduplication_parallel.py │ ├── deduplication_streaming.py │ └── script.py ├── download_data.sh ├── download_license_info.py ├── download_repo_text.py ├── get_license_info.py ├── scorecard └── testing.ipynb ├── docs ├── MODELCARD.md └── code_clippy_DATASHEET.md ├── evaluation ├── README.md ├── apps_eval_util.py ├── apps_utils │ ├── generate_gpt_codes.py │ ├── reindent.py │ ├── test_one_solution.py │ └── testing_util.py ├── data_processing.ipynb ├── eval_apps.py ├── evaluate.py ├── evaluation │ ├── code_search_net.py │ ├── concode.py │ ├── human_eval.jsonl │ ├── human_eval.jsonl_results.jsonl │ ├── human_eval_bench.py │ └── metrics │ │ ├── bleu.py │ │ └── extrinsic_eval.py ├── get-pip.py ├── gh-data-exploration.ipynb ├── metrics │ ├── .DS_Store │ ├── bleu.py │ ├── extrinsic_eval.py │ ├── parse_check.py │ └── tree_sitter_utils │ │ └── .DS_Store ├── model_results │ ├── gpt-code-clippy-125M-1024-f │ │ ├── human_eval.jsonl │ │ └── human_eval.jsonl_results.jsonl │ ├── gpt-neo-125M-apps │ │ ├── all_codes.json │ │ ├── all_results.json │ │ ├── human_eval.jsonl │ │ └── human_eval.jsonl_results.jsonl │ ├── gpt-neo-125M-code-clippy-code-search-all │ │ ├── human_eval.jsonl │ │ └── human_eval.jsonl_results.jsonl │ ├── gpt-neo-125M-code-clippy-code-search-py │ │ ├── human_eval.jsonl │ │ └── human_eval.jsonl_results.jsonl │ ├── gpt-neo-125M-code-clippy-dedup-2048 │ │ ├── human_eval.jsonl │ │ └── human_eval.jsonl_results.jsonl │ ├── gpt-neo-125M-code-clippy-dedup-filtered-no-resize-2048bs │ │ ├── human_eval.jsonl │ │ └── human_eval.jsonl_results.jsonl │ ├── gpt-neo-125M-code-clippy │ │ ├── human_eval.jsonl │ │ └── human_eval.jsonl_results.jsonl │ ├── gpt-neo-125M-code-search-all │ │ ├── human_eval.jsonl │ │ └── human_eval.jsonl_results.jsonl │ ├── gpt-neo-125M-code-search-py │ │ ├── human_eval.jsonl │ │ └── human_eval.jsonl_results.jsonl │ └── gpt-neo-125M │ │ ├── human_eval.jsonl │ │ └── human_eval.jsonl_results.jsonl └── requirements.txt ├── reindent.py ├── requirements.txt ├── requirements_scripts.txt └── training ├── deprecated ├── finetune_apps.sh ├── run_clm_gpt_neo_13b.sh ├── run_clm_gpt_neo_13b_streaming.sh ├── run_clm_gpt_neo_27b.sh ├── run_clm_mp_apps.py ├── run_clm_streaming_125m_1e-4lr_1024bs.sh ├── run_clm_streaming_1_3b_1e-4lr_1024bs.sh ├── run_clm_streaming_dedup_125m_1e-4lr_2048bs.sh ├── run_clm_streaming_flax.py ├── run_clm_streaming_flax_v2.py └── run_clm_wikitext.sh ├── run_clm_apps.py ├── run_clm_flax.py ├── run_clm_streaming_filter_flax.py ├── run_clm_streaming_flax.py └── 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