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awesome-llama: https://github.com/georgian-io/LLM-Finetuning-Toolkit
ablation-study classification falcon fine-tuning finetuning flan-t5 large-language-models llama2 llm-test lora mistral-7b nlp nlp-machine-learning qlora redpajama summarization unit-testing zephyr
Score: 15.522557823259334
Last synced: 6 days ago
JSON representation
Repository metadata:
Toolkit for fine-tuning, ablating and unit-testing open-source LLMs.
- Host: GitHub
- URL: https://github.com/georgian-io/LLM-Finetuning-Toolkit
- Owner: georgian-io
- License: apache-2.0
- Created: 2023-07-24T14:22:42.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2024-10-25T21:18:36.000Z (3 months ago)
- Last Synced: 2025-01-12T04:33:26.172Z (16 days ago)
- Topics: ablation-study, classification, falcon, fine-tuning, finetuning, flan-t5, large-language-models, llama2, llm-test, lora, mistral-7b, nlp, nlp-machine-learning, qlora, redpajama, summarization, unit-testing, zephyr
- Language: Python
- Homepage:
- Size: 32.7 MB
- Stars: 801
- Watchers: 16
- Forks: 95
- Open Issues: 14
-
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
Owner metadata:
- Name: Georgian
- Login: georgian-io
- Email:
- Kind: organization
- Description:
- Website:
- Location: Canada
- Twitter:
- Company:
- Icon url: https://avatars.githubusercontent.com/u/10764713?v=4
- Repositories: 7
- Last Synced at: 2024-05-14T00:12:19.949Z
- Profile URL: https://github.com/georgian-io
GitHub Events
Total
- Delete event: 2
- Fork event: 3
- Watch event: 31
- Total: 36
Last Year
- Delete event: 2
- Fork event: 3
- Watch event: 31
- Total: 36
Committers metadata
Last synced: 6 days ago
Total Commits: 420
Total Committers: 19
Avg Commits per committer: 22.105
Development Distribution Score (DDS): 0.576
Commits in past year: 176
Committers in past year: 10
Avg Commits per committer in past year: 17.6
Development Distribution Score (DDS) in past year: 0.256
| Name | Commits | |
|---|---|---|
| Benjamin Ye | b****e@g****o | 178 |
| RohitSaha | r****7@g****m | 68 |
| Ubuntu | u****u@i****l | 40 |
| Ubuntu | u****u@i****l | 24 |
| Mariia Ponomarenko | m****o@M****l | 20 |
| SinclairHudson | h****0@g****m | 17 |
| Ubuntu | u****u@i****l | 16 |
| [email protected] | m****o@g****o | 12 |
| Ubuntu | u****u@i****l | 9 |
| Vivek Singh | 9****S | 8 |
| viveksingh-ctrl | 8****l | 7 |
| Ubuntu | u****u@i****l | 7 |
| Akash Saravanan | a****n@g****o | 4 |
| Ubuntu | u****u@i****l | 4 |
| georgianpoole | 1****e | 2 |
| Borna Almasi | b****a@b****m | 1 |
| Kyryl Truskovskyi | t****k@g****m | 1 |
| Titus | 9****r | 1 |
| dependabot[bot] | 4****] | 1 |
Issue and Pull Request metadata
Last synced: 8 days ago
Total issues: 9
Total pull requests: 97
Average time to close issues: about 1 month
Average time to close pull requests: 10 days
Total issue authors: 7
Total pull request authors: 10
Average comments per issue: 1.78
Average comments per pull request: 0.3
Merged pull request: 80
Bot issues: 0
Bot pull requests: 8
Past year issues: 6
Past year pull requests: 33
Past year average time to close issues: 11 days
Past year average time to close pull requests: 5 days
Past year issue authors: 4
Past year pull request authors: 6
Past year average comments per issue: 1.0
Past year average comments per pull request: 0.24
Past year merged pull request: 26
Past year bot issues: 0
Past year bot pull requests: 4
Top Issue Authors
- benjaminye (3)
- viveksingh-ctrl (1)
- sammcj (1)
- jeetendraabvv (1)
- kel-varnsen (1)
- jerin-scalers-ai (1)
- charlesmartin14 (1)
Top Pull Request Authors
- RohitSaha (43)
- benjaminye (19)
- mariia-georgian (15)
- dependabot[bot] (8)
- VivekSinghDS (6)
- georgianpoole (2)
- balmasi (1)
- SinclairHudson (1)
- anthonyprinaldi (1)
- akashsaravanan-georgian (1)
Top Issue Labels
- enhancement (3)
- question (3)
- good first issue (2)
- bug (1)
Top Pull Request Labels
- enhancement (11)
- dependencies (9)
- documentation (1)
- bug (1)
Package metadata
- Total packages: 1
-
Total downloads:
- pypi: 354 last-month
- Total dependent packages: 0
- Total dependent repositories: 0
- Total versions: 9
- Total maintainers: 2
pypi.org: llm-toolkit
LLM Finetuning resource hub + toolkit
- Homepage: https://github.com/georgian-io/LLM-Finetuning-Toolkit
- Documentation: https://llm-toolkit.readthedocs.io/
- Licenses: Apache 2.0
- Latest release: 0.2.3 (published 6 months ago)
- Last Synced: 2025-01-20T15:24:30.845Z (8 days ago)
- Versions: 9
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 354 Last month
-
Rankings:
- Dependent packages count: 9.607%
- Average: 36.496%
- Dependent repos count: 63.384%
- Maintainers (2)
Dependencies
- huggingface/transformers-pytorch-gpu 4.27.2 build
- bitsandbytes ==0.39.0
- fastapi ==0.100.0
- huggingface-hub ==0.16.4
- numpy ==1.24.3
- peft ==0.4.0
- pydantic_settings ==2.0.2
- scipy ==1.10.1
- transformers ==4.27.2
- uvicorn ==0.22.0
- absl-py ==1.4.0
- accelerate ==0.21.0
- bitsandbytes ==0.39.0
- datasets ==2.12.0
- einops ==0.6.1
- evaluate ==0.4.0
- ipdb ==0.13.13
- nltk ==3.8.1
- numpy ==1.24.3
- pandas ==2.0.2
- peft ==0.4.0
- py7zr ==0.20.5
- rouge-score ==0.1.2
- scikit-learn ==1.2.2
- scipy ==1.10.1
- tiktoken ==0.4.0
- transformers ==4.30.1
- trl ==0.4.7
- wandb ==0.15.4