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awesome-llama: https://github.com/mddunlap924/PII-Detection

fine-tuning kaggle-competition llama3 llm named-entity-recognition ner pii pii-data pii-detection prompt-engineering

Score: 3.6109179126442243

Last synced: about 10 hours ago
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Repository metadata:

Personal Identifiable Information (PII) entity detection and performance enhancement with synthetic data generation


Owner metadata:


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Committers metadata

Last synced: 3 days ago

Total Commits: 5
Total Committers: 1
Avg Commits per committer: 5.0
Development Distribution Score (DDS): 0.0

Commits in past year: 0
Committers in past year: 0
Avg Commits per committer in past year: 0.0
Development Distribution Score (DDS) in past year: 0.0

Name Email Commits
myles m****4@g****m 5

Issue and Pull Request metadata

Last synced: about 1 month ago

Total issues: 0
Total pull requests: 0
Average time to close issues: N/A
Average time to close pull requests: N/A
Total issue authors: 0
Total pull request authors: 0
Average comments per issue: 0
Average comments per pull request: 0
Merged pull request: 0
Bot issues: 0
Bot pull requests: 0

Past year issues: 0
Past year pull requests: 0
Past year average time to close issues: N/A
Past year average time to close pull requests: N/A
Past year issue authors: 0
Past year pull request authors: 0
Past year average comments per issue: 0
Past year average comments per pull request: 0
Past year merged pull request: 0
Past year bot issues: 0
Past year bot pull requests: 0

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Dependencies

requirements.txt pypi
  • Faker ==23.3.0
  • GitPython ==3.1.42
  • Jinja2 ==3.1.3
  • MarkupSafe ==2.1.5
  • PyYAML ==6.0.1
  • Pygments ==2.17.2
  • accelerate ==0.27.2
  • aiohttp ==3.9.3
  • aiosignal ==1.3.1
  • annotated-types ==0.6.0
  • appdirs ==1.4.4
  • asttokens ==2.4.1
  • attrs ==23.2.0
  • autopep8 ==2.0.4
  • bleach ==6.1.0
  • blis ==0.7.11
  • catalogue ==2.0.10
  • certifi ==2024.2.2
  • charset-normalizer ==3.3.2
  • click ==8.1.7
  • cloudpathlib ==0.16.0
  • comm ==0.2.1
  • confection ==0.1.4
  • contourpy ==1.2.0
  • cycler ==0.12.1
  • cymem ==2.0.8
  • datasets ==2.17.1
  • debugpy ==1.8.1
  • decorator ==5.1.1
  • dill ==0.3.8
  • docker-pycreds ==0.4.0
  • executing ==2.0.1
  • filelock ==3.13.1
  • fonttools ==4.49.0
  • frozenlist ==1.4.1
  • fsspec ==2023.10.0
  • gitdb ==4.0.11
  • huggingface-hub ==0.20.3
  • idna ==3.6
  • ipykernel ==6.29.3
  • ipython ==8.22.1
  • jedi ==0.19.1
  • joblib ==1.3.2
  • jupyter_client ==8.6.0
  • jupyter_core ==5.7.1
  • kaggle ==1.6.6
  • kiwisolver ==1.4.5
  • langcodes ==3.3.0
  • matplotlib ==3.8.3
  • matplotlib-inline ==0.1.6
  • mpmath ==1.3.0
  • multidict ==6.0.5
  • multiprocess ==0.70.16
  • murmurhash ==1.0.10
  • nest-asyncio ==1.6.0
  • networkx ==3.2.1
  • numpy ==1.26.4
  • nvidia-cublas-cu12 ==12.1.3.1
  • nvidia-cuda-cupti-cu12 ==12.1.105
  • nvidia-cuda-nvrtc-cu12 ==12.1.105
  • nvidia-cuda-runtime-cu12 ==12.1.105
  • nvidia-cudnn-cu12 ==8.9.2.26
  • nvidia-cufft-cu12 ==11.0.2.54
  • nvidia-curand-cu12 ==10.3.2.106
  • nvidia-cusolver-cu12 ==11.4.5.107
  • nvidia-cusparse-cu12 ==12.1.0.106
  • nvidia-nccl-cu12 ==2.19.3
  • nvidia-nvjitlink-cu12 ==12.3.101
  • nvidia-nvtx-cu12 ==12.1.105
  • packaging ==23.2
  • pandas ==2.2.1
  • parso ==0.8.3
  • pexpect ==4.9.0
  • pillow ==10.2.0
  • platformdirs ==4.2.0
  • preshed ==3.0.9
  • prompt-toolkit ==3.0.43
  • protobuf ==4.25.3
  • psutil ==5.9.8
  • ptyprocess ==0.7.0
  • pure-eval ==0.2.2
  • pyarrow ==15.0.0
  • pyarrow-hotfix ==0.6
  • pycodestyle ==2.11.1
  • pydantic ==2.6.3
  • pydantic_core ==2.16.3
  • pyparsing ==3.1.1
  • python-dateutil ==2.8.2
  • python-slugify ==8.0.4
  • pytz ==2024.1
  • pyzmq ==25.1.2
  • rapidfuzz ==3.6.2
  • regex ==2023.12.25
  • requests ==2.31.0
  • safetensors ==0.4.2
  • scikit-learn ==1.4.1.post1
  • scipy ==1.12.0
  • sentence-transformers ==2.4.0
  • sentencepiece ==0.2.0
  • sentry-sdk ==1.40.5
  • seqeval ==1.2.2
  • setproctitle ==1.3.3
  • six ==1.16.0
  • smart-open ==6.4.0
  • smmap ==5.0.1
  • spacy ==3.7.4
  • spacy-legacy ==3.0.12
  • spacy-loggers ==1.0.5
  • srsly ==2.4.8
  • stack-data ==0.6.3
  • sympy ==1.12
  • text-unidecode ==1.3
  • thefuzz ==0.22.1
  • thinc ==8.2.3
  • threadpoolctl ==3.3.0
  • tokenizers ==0.15.2
  • torch ==2.2.1
  • tornado ==6.4
  • tqdm ==4.66.2
  • traitlets ==5.14.1
  • transformers ==4.38.1
  • triton ==2.2.0
  • typer ==0.9.0
  • typing_extensions ==4.10.0
  • tzdata ==2024.1
  • urllib3 ==2.2.1
  • wandb ==0.16.3
  • wasabi ==1.1.2
  • wcwidth ==0.2.13
  • weasel ==0.3.4
  • webencodings ==0.5.1
  • xxhash ==3.4.1
  • yarl ==1.9.4