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awesome-llama: https://github.com/ROIM1998/APT

bert efficient-deep-learning llama2 llm llm-finetuning peft peft-fine-tuning-llm pruning roberta t5

Score: 3.8501476017100584

Last synced: about 7 hours ago
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Repository metadata:

[ICML'24 Oral] APT: Adaptive Pruning and Tuning Pretrained Language Models for Efficient Training and Inference


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Committers metadata

Last synced: 5 months ago

Total Commits: 6
Total Committers: 1
Avg Commits per committer: 6.0
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
ROIM1998 b****8@u****u 6

Issue and Pull Request metadata

Last synced: 10 months ago

Total issues: 6
Total pull requests: 0
Average time to close issues: 12 days
Average time to close pull requests: N/A
Total issue authors: 6
Total pull request authors: 0
Average comments per issue: 2.17
Average comments per pull request: 0
Merged pull request: 0
Bot issues: 0
Bot pull requests: 0

Past year issues: 5
Past year pull requests: 0
Past year average time to close issues: 15 days
Past year average time to close pull requests: N/A
Past year issue authors: 5
Past year pull request authors: 0
Past year average comments per issue: 1.8
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

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/ROIM1998/APT

Top Issue Authors

  • JintuZheng (1)
  • jsvir (1)
  • au-revoir (1)
  • ErichVonTang (1)
  • Sid-LCL (1)
  • digbangbang (1)

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Dependencies

environment.yml pypi
  • absl-py ==2.1.0
  • accelerate ==0.21.0
  • aiohttp ==3.9.5
  • aiosignal ==1.3.1
  • annotated-types ==0.7.0
  • anyio ==4.4.0
  • async-timeout ==4.0.3
  • attrs ==23.2.0
  • certifi ==2024.6.2
  • charset-normalizer ==3.3.2
  • click ==8.1.7
  • cmake ==3.29.3
  • contourpy ==1.2.1
  • cupy-cuda12x ==13.1.0
  • cycler ==0.12.1
  • datasets ==2.19.2
  • deepspeed ==0.14.2
  • dill ==0.3.8
  • distro ==1.9.0
  • exceptiongroup ==1.2.1
  • fastrlock ==0.8.2
  • filelock ==3.14.0
  • fonttools ==4.53.0
  • frozenlist ==1.4.1
  • fsspec ==2024.3.1
  • h11 ==0.14.0
  • hjson ==3.1.0
  • httpcore ==1.0.5
  • httpx ==0.27.0
  • huggingface-hub ==0.23.2
  • idna ==3.7
  • immutabledict ==4.2.0
  • importlib-resources ==6.4.0
  • install ==1.3.5
  • jinja2 ==3.1.4
  • joblib ==1.4.2
  • kiwisolver ==1.4.5
  • lit ==18.1.6
  • markupsafe ==2.1.5
  • matplotlib ==3.9.0
  • mpmath ==1.3.0
  • multidict ==6.0.5
  • multiprocess ==0.70.16
  • networkx ==3.2.1
  • ninja ==1.11.1.1
  • nltk ==3.8.1
  • numpy ==1.26.4
  • nvidia-cublas-cu11 ==11.10.3.66
  • nvidia-cublas-cu12 ==12.1.3.1
  • nvidia-cuda-cupti-cu11 ==11.7.101
  • nvidia-cuda-cupti-cu12 ==12.1.105
  • nvidia-cuda-nvrtc-cu11 ==11.7.99
  • nvidia-cuda-nvrtc-cu12 ==12.1.105
  • nvidia-cuda-runtime-cu11 ==11.7.99
  • nvidia-cuda-runtime-cu12 ==12.1.105
  • nvidia-cudnn-cu11 ==8.5.0.96
  • nvidia-cudnn-cu12 ==8.9.2.26
  • nvidia-cufft-cu11 ==10.9.0.58
  • nvidia-cufft-cu12 ==11.0.2.54
  • nvidia-curand-cu11 ==10.2.10.91
  • nvidia-curand-cu12 ==10.3.2.106
  • nvidia-cusolver-cu11 ==11.4.0.1
  • nvidia-cusolver-cu12 ==11.4.5.107
  • nvidia-cusparse-cu11 ==11.7.4.91
  • nvidia-cusparse-cu12 ==12.1.0.106
  • nvidia-nccl-cu11 ==2.14.3
  • nvidia-nccl-cu12 ==2.20.5
  • nvidia-nvjitlink-cu12 ==12.5.40
  • nvidia-nvtx-cu11 ==11.7.91
  • nvidia-nvtx-cu12 ==12.1.105
  • openai ==0.28.0
  • ortools ==9.6.2534
  • packaging ==24.0
  • pandas ==2.2.2
  • pillow ==10.3.0
  • protobuf ==5.27.0
  • psutil ==5.9.8
  • py-cpuinfo ==9.0.0
  • pyarrow ==16.1.0
  • pyarrow-hotfix ==0.6
  • pydantic ==2.7.3
  • pydantic-core ==2.18.4
  • pynvml ==11.5.0
  • pyparsing ==3.1.2
  • python-dateutil ==2.9.0.post0
  • pytz ==2024.1
  • pyyaml ==6.0.1
  • regex ==2024.5.15
  • requests ==2.32.3
  • rouge-score ==0.1.2
  • safetensors ==0.4.3
  • scikit-learn ==1.5.0
  • scipy ==1.13.1
  • seaborn ==0.13.2
  • six ==1.16.0
  • sniffio ==1.3.1
  • sympy ==1.12.1
  • threadpoolctl ==3.5.0
  • tokenizers ==0.13.3
  • torch ==2.0.1
  • tqdm ==4.66.4
  • transformers ==4.33.1
  • triton ==2.0.0
  • typing-extensions ==4.12.1
  • tzdata ==2024.1
  • urllib3 ==2.2.1
  • xxhash ==3.4.1
  • yarl ==1.9.4
  • zipp ==3.19.1
requirements.txt pypi
  • datasets ==2.10.0
  • deepspeed ==0.8.0
  • matplotlib ==3.7.1
  • nltk ==3.8.1
  • numpy ==1.24.3
  • ortools ==9.6.2534
  • pandas ==1.5.2
  • rouge-score ==0.1.2
  • scikit_learn ==1.1.3
  • scipy ==1.10.1
  • seaborn ==0.12.2
  • torch ==1.10.2
  • tqdm ==4.65.0
  • transformers ==4.28.1