peft_fft_multilingual
Science Score: 67.0%
This score indicates how likely this project is to be science-related based on various indicators:
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○CITATION.cff file
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✓codemeta.json file
Found codemeta.json file -
✓.zenodo.json file
Found .zenodo.json file -
✓DOI references
Found 3 DOI reference(s) in README -
✓Academic publication links
Links to: plos.org -
✓Committers with academic emails
1 of 4 committers (25.0%) from academic institutions -
✓Institutional organization owner
Organization gatenlp has institutional domain (gate.ac.uk) -
○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (1.8%) to scientific vocabulary
Last synced: 6 months ago
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JSON representation
Repository
Basic Info
- Host: GitHub
- Owner: GateNLP
- License: lgpl-3.0
- Language: Python
- Default Branch: main
- Size: 46.9 KB
Statistics
- Stars: 0
- Watchers: 2
- Forks: 0
- Open Issues: 0
- Releases: 0
Created over 2 years ago
· Last pushed almost 2 years ago
Metadata Files
Readme
License
Citation
README.md
Comparison between parameter-efficient techniques and full fine-tuning: A case study on multilingual news article classification
This is the source repository for Comparison between parameter-efficient techniques and full fine-tuning: A case study on multilingual news article classification (paper).
The repository is also archived on Zenodo.
Owner
- Name: GateNLP
- Login: GateNLP
- Kind: organization
- Location: Sheffield, UK
- Website: https://gate.ac.uk/
- Twitter: gateAcUk
- Repositories: 170
- Profile: https://github.com/GateNLP
GATE - General Architecture for Text Engineering
GitHub Events
Total
Last Year
Committers
Last synced: 9 months ago
Top Committers
| Name | Commits | |
|---|---|---|
| Olesya R | o****6@g****m | 10 |
| Ben P Wu | b****1@s****k | 3 |
| Joao Leite | j****r@h****m | 1 |
| Freddy Heppell | f****y@f****m | 1 |
Committer Domains (Top 20 + Academic)
Issues and Pull Requests
Last synced: 9 months ago
All Time
- 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 requests: 0
- Bot issues: 0
- Bot pull requests: 0
Past Year
- Issues: 0
- Pull requests: 0
- Average time to close issues: N/A
- Average time to close pull requests: N/A
- Issue authors: 0
- Pull request authors: 0
- Average comments per issue: 0
- Average comments per pull request: 0
- Merged pull requests: 0
- Bot issues: 0
- Bot pull requests: 0
Top Authors
Issue Authors
Pull Request Authors
Top Labels
Issue Labels
Pull Request Labels
Dependencies
requirements.txt
pypi
- adapter-transformers ==3.2.0
- aiohttp ==3.8.6
- aiosignal ==1.3.1
- appdirs ==1.4.4
- async-timeout ==4.0.3
- attrs ==23.1.0
- certifi ==2023.7.22
- charset-normalizer ==3.3.2
- click ==8.1.7
- datasets ==2.10.1
- dill ==0.3.6
- docker-pycreds ==0.4.0
- emoji ==2.6.0
- filelock ==3.13.1
- frozenlist ==1.4.0
- fsspec ==2023.10.0
- gitdb ==4.0.11
- gitpython ==3.1.40
- huggingface-hub ==0.18.0
- idna ==3.4
- joblib ==1.3.2
- multidict ==6.0.4
- multiprocess ==0.70.14
- numpy ==1.22.4
- packaging ==23.2
- pandas ==1.4.2
- pathtools ==0.1.2
- protobuf ==4.25.0
- psutil ==5.9.6
- pyarrow ==14.0.0
- python-dateutil ==2.8.2
- pytz ==2023.3.post1
- pyyaml ==6.0.1
- regex ==2023.10.3
- requests ==2.31.0
- responses ==0.18.0
- scikit-learn ==1.0.2
- scipy ==1.11.3
- sentry-sdk ==1.34.0
- setproctitle ==1.3.3
- six ==1.16.0
- smmap ==5.0.1
- threadpoolctl ==3.2.0
- tokenizers ==0.12.1
- torch ==1.8.1
- tqdm ==4.64.0
- transformers ==4.21.3
- typing-extensions ==4.8.0
- urllib3 ==2.0.7
- wandb ==0.13.9
- xxhash ==3.4.1
- yarl ==1.9.2