awesome-llama: https://github.com/kennethleungty/Llama-2-Open-Source-LLM-CPU-Inference
c-transformers chatgpt cpu cpu-inference deep-learning document-qa faiss langchain language-models large-language-models llama llama-2 llm machine-learning natural-language-processing nlp open-source-llm python sentence-transformers transformers
Score: 8.281977058867758
Last synced: about 23 hours ago
JSON representation
Repository metadata:
Running Llama 2 and other Open-Source LLMs on CPU Inference Locally for Document Q&A
- Host: GitHub
- URL: https://github.com/kennethleungty/Llama-2-Open-Source-LLM-CPU-Inference
- Owner: kennethleungty
- License: mit
- Created: 2023-07-06T05:42:43.000Z (over 2 years ago)
- Default Branch: main
- Last Pushed: 2023-11-06T14:03:21.000Z (over 2 years ago)
- Last Synced: 2026-01-20T23:46:40.311Z (20 days ago)
- Topics: c-transformers, chatgpt, cpu, cpu-inference, deep-learning, document-qa, faiss, langchain, language-models, large-language-models, llama, llama-2, llm, machine-learning, natural-language-processing, nlp, open-source-llm, python, sentence-transformers, transformers
- Language: Python
- Homepage: https://towardsdatascience.com/running-llama-2-on-cpu-inference-for-document-q-a-3d636037a3d8
- Size: 4.52 MB
- Stars: 973
- Watchers: 13
- Forks: 209
- Open Issues: 15
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Owner metadata:
- Name: Kenneth Leung
- Login: kennethleungty
- Email:
- Kind: user
- Description: Data Scientist at BCG • Tech Writer • Pharmacist • linkedin.com/in/kennethleungty • kennethleungty.medium.com
- Website: https://linkedin.com/in/kennethleungty
- Location: Singapore
- Twitter:
- Company: Boston Consulting Group (BCG)
- Icon url: https://avatars.githubusercontent.com/u/16691614?u=79bee1ac6e74702838f71386c675f0ed6202b0b3&v=4
- Repositories: 16
- Last Synced at: 2023-03-05T18:07:46.652Z
- Profile URL: https://github.com/kennethleungty
GitHub Events
Total
- Fork event: 9
- Watch event: 26
- Total: 35
Last Year
- Fork event: 4
- Watch event: 13
- Total: 17
Committers metadata
Last synced: 16 days ago
Total Commits: 34
Total Committers: 4
Avg Commits per committer: 8.5
Development Distribution Score (DDS): 0.118
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 | |
|---|---|---|
| Kenneth Leung | k****y@g****m | 30 |
| Ikko Eltociear Ashimine | e****r@g****m | 2 |
| Seyed Saeid Masoumzadeh | m****h@g****m | 1 |
| Mohammad Fasha | m****a@g****m | 1 |
Issue and Pull Request metadata
Last synced: 5 months ago
Total issues: 24
Total pull requests: 5
Average time to close issues: 3 months
Average time to close pull requests: 16 days
Total issue authors: 20
Total pull request authors: 5
Average comments per issue: 0.71
Average comments per pull request: 0.8
Merged pull request: 3
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
Top Issue Authors
- VIGHNESH1521 (4)
- wennycooper (2)
- manbehindthemadness (1)
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Top Pull Request Authors
- seyedsaeidmasoumzadeh (1)
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Dependencies
- 101 dependencies
- ctransformers ^0.2.5
- faiss-cpu 1.7.4
- fastapi ^0.96.0
- ipykernel ^6.23.1
- langchain 0.0.225
- pypdf 3.8.1
- python ^3.9
- python-box 7.0.1
- python-dotenv 1.0.0
- sentence-transformers 2.2.2
- uvicorn ^0.22.0
- ctransformers ==0.2.5
- faiss-cpu ==1.7.4
- fastapi >=0.96.0
- ipykernel >=6.23.1
- langchain ==0.0.225
- pypdf ==3.8.1
- python-box ==7.0.1
- python-dotenv ==1.0.0
- sentence-transformers ==2.2.2
- uvicorn >=0.22.0