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awesome-llama: https://github.com/aahouzi/llama2-chatbot-cpu

4-bit-cpu bfloat16 chatbot chatbot-memory chatgpt cpu huggingface int8 intel ipex langchain llama llama2 meta meta-ai neural-compression numa optimization smooth-quantization streamlit

Score: 3.8066624897703196

Last synced: about 22 hours ago
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Repository metadata:

A LLaMA2-7b chatbot with memory running on CPU, and optimized using smooth quantization, 4-bit quantization or Intel® Extension For PyTorch with bfloat16.


Owner metadata:


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Committers metadata

Last synced: 3 days ago

Total Commits: 68
Total Committers: 3
Avg Commits per committer: 22.667
Development Distribution Score (DDS): 0.309

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
Anas Ahouzi 1****l 47
Anas Ahouzi 1****i 15
dependabot[bot] 4****] 6

Issue and Pull Request metadata

Last synced: 3 months ago

Total issues: 0
Total pull requests: 6
Average time to close issues: N/A
Average time to close pull requests: 1 minute
Total issue authors: 0
Total pull request authors: 1
Average comments per issue: 0
Average comments per pull request: 0.0
Merged pull request: 6
Bot issues: 0
Bot pull requests: 6

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

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/aahouzi/llama2-chatbot-cpu

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  • dependabot[bot] (8)

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  • dependencies (8)

Dependencies

requirements.txt pypi
  • accelerate ==0.21.0
  • intel_extension_for_pytorch ==2.0.100
  • langchain ==0.0.262
  • sentencepiece ==0.1.99
  • streamlit ==1.25.0
  • torch ==2.0.1
  • torchaudio ==2.0.2
  • torchvision ==0.15.2
  • transformers ==4.31.0
smoothquant/requirements.txt pypi
  • accelerate ==0.21.0
  • datasets ==2.14.4
  • einops ==0.6.1
  • intel-extension-for-transformers ==1.1
  • intel_extension_for_pytorch ==2.0.100
  • protobuf ==3.20.3
  • sentencepiece ==0.1.99
  • torch ==2.0.1
  • transformers ==4.31.0