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Integration of privacy-by-design inference with remote enclaves using BlindLlama for powerful models such as Llama 2 70b & Falcon 180b #8

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lyie28 opened this issue Sep 20, 2023 · 1 comment
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BlindLlama integration Feature related to BlindLlama key feature core feature of BlindChat

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@lyie28
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lyie28 commented Sep 20, 2023

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@lyie28 lyie28 converted this from a draft issue Sep 20, 2023
@lyie28 lyie28 added key feature core feature of BlindChat BlindLlama integration Feature related to BlindLlama labels Sep 20, 2023
@lyie28 lyie28 added this to the Remote enclave support milestone Sep 20, 2023
@dhuynh95
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We will connect soon BlindLlama, our open-source Confidential and verifiable AI APIs, to BlindChat.

This will enable users to still benefit from a fully in-browser and private experience while offloading most of the work to a remote enclave. This option implies:

  • No heavy bandwidth requirement, compared to the local version that pulls a model on the device (700MB)
  • No heavy computing requirement, compared to running computing locally
  • Better model performance as we can use large models, like Llama 2 70b that would not run on most users' device

Privacy is still ensure by our end-to-end protected AI APIs.

If you want to learn more about privacy guarantees of BlindLlama, you can look at our docs or whitepaper.

@lyie28 lyie28 moved this to Planned in BlindChat Roadmap Sep 21, 2023
@dhuynh95 dhuynh95 moved this from Planned to Todo in BlindChat Roadmap Sep 22, 2023
@dhuynh95 dhuynh95 moved this from Todo to In progress in BlindChat Roadmap Sep 22, 2023
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Labels
BlindLlama integration Feature related to BlindLlama key feature core feature of BlindChat
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Status: Planned
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