awesome-llama: https://github.com/Abhi0323/Fine-Tuning-LLaMA-2-with-QLORA-and-PEFT
finetuning-large-language-models generative-ai llama2 peft qlora streamlit
Score: 2.5649493574615367
Last synced: about 19 hours ago
JSON representation
Repository metadata:
This project enhances the LLaMA-2 model using Quantized Low-Rank Adaptation (QLoRA) and other parameter-efficient fine-tuning techniques to optimize its performance for specific NLP tasks. The improved model is demonstrated through a Streamlit application, showcasing its capabilities in real-time interactive settings.
- Host: GitHub
- URL: https://github.com/Abhi0323/Fine-Tuning-LLaMA-2-with-QLORA-and-PEFT
- Owner: Abhi0323
- Created: 2024-03-26T03:59:14.000Z (about 2 years ago)
- Default Branch: main
- Last Pushed: 2024-04-18T22:28:44.000Z (about 2 years ago)
- Last Synced: 2026-06-05T08:02:46.594Z (14 days ago)
- Topics: finetuning-large-language-models, generative-ai, llama2, peft, qlora, streamlit
- Language: Jupyter Notebook
- Homepage:
- Size: 160 KB
- Stars: 13
- Watchers: 1
- Forks: 5
- Open Issues: 0
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Metadata Files:
- Readme: README.md
Owner metadata:
- Name: Abhishek Chandragiri
- Login: Abhi0323
- Email:
- Kind: user
- Description: Hi! I'm Abhishek. I explore Data Science and AI to address real-world challenges. Delving into data, identifying patterns, and deriving solutions are my forte.
- Website: https://abhi0323.github.io/Abhishek-Chandragiri-Portfolio/
- Location: United States
- Twitter:
- Company:
- Icon url: https://avatars.githubusercontent.com/u/112967999?u=6f899f9f77e68ee0872ddeed2fb85d62eac9d71f&v=4
- Repositories: 1
- Last Synced at: 2024-10-31T23:41:52.824Z
- Profile URL: https://github.com/Abhi0323
GitHub Events
Total
- Fork event: 2
- Watch event: 7
- Total: 9
Last Year
- Total: 0
Committers metadata
Last synced: 4 days ago
Total Commits: 14
Total Committers: 1
Avg Commits per committer: 14.0
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 | Commits | |
|---|---|---|
| Abhishek Chandragiri | 1****3 | 14 |
Issue and Pull Request metadata
Last synced: 9 months 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