dataset_details.md

HiRoPE: Length Extrapolation for Code Models

Code Symbol Understanding

Note that we use the public repo to construct the evaluation dataset.

ddbourgin/numpy-ml

gradio-app/gradio

huggingface/accelerate

huggingface/diffusers

huggingface/optimum

huggingface/peft

huggingface/transformers

langchain-ai/langchain/

numpy/numpy

tensorflow/tensorflow

During the experiment we fully complied with the license requirements of these projects.

Before conducting experiments, please confirm the license requirements in each project and mark them appropriately. We respect the efforts of every developer. If there is any possible violation, please contact us in time!

Metadata

We list the file name in codesymbols_dataset.jsonl

Here we list the file paths of each metadata. (The file path is simplified to only show the last two levels).

peft-main
	.../stable_diffusion/train_dreambooth.py
langchain-master
	.../llms/openai.py
	.../agents/agent.py
numpy-main
	.../tests/test_defchararray.py
	.../fcompiler/init.py
	.../f2py/capi_maps.py
	.../lib/_index_tricks_impl.py
	.../tests/test_smoke.py
	.../tools/refguide_check.py
numpyml-master
	.../preprocessing/nlp.py
	.../preprocessing/nlp.py
gradio-main
	.../gradio/helpers.py
tensorflow-master
	.../python/convert.py
	.../ops/data_service_ops.py
	.../cli/debugger_cli_common.py
	.../cli/debugger_cli_common_test.py
	.../lib/debug_events_reader.py
	.../wrappers/framework.py
	.../eager/forwardprop_test.py
	.../framework/func_graph.py
	.../framework/type_spec_test.py
	.../initializers/initializers_v2.py
	.../layers/merge.py
	.../optimizer_v2/learning_rate_schedule.py
	.../ops/init_ops_v2.py
	.../ops/stateful_random_ops.py
	.../trackable/data_structures.py
	.../util/deprecation_test.py
	.../compatibility/ast_edits.py
accelerate-main
	.../commands/launch.py
	.../accelerate/data_loader.py
	.../accelerate/tracking.py
	.../tests/test_big_modeling.py
diffusers-main
	.../community/stable_diffusion_tensorrt_img2img.py
	.../community/stable_diffusion_tensorrt_inpaint.py
	.../community/stable_diffusion_tensorrt_txt2img.py
	.../text_to_video_synthesis/pipeline_text_to_video_zero.py
transformers-main
	.../bertabs/modeling_bertabs.py
	.../emmental/modeling_bert_masked.py
	.../benchmark/benchmark_utils.py
	.../ctrl/modeling_tf_ctrl.py
	.../mctct/modeling_mctct.py
	.../ernie_m/modeling_ernie_m.py
	.../openfold_utils/rigid_utils.py
	.../gptj/modeling_gptj.py
	.../gptj/modeling_tf_gptj.py
	.../graphormer/modeling_graphormer.py
	.../lilt/modeling_lilt.py
	.../persimmon/modeling_persimmon.py
	.../rwkv/modeling_rwkv.py
	.../timesformer/modeling_timesformer.py
	.../vit/modeling_vit.py
	.../xglm/modeling_tf_xglm.py
	.../blip_2/test_modeling_blip_2.py
	.../bnb/test_mixed_int8.py
optimum-main
	.../onnxruntime/configuration.py