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# 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 | | | |