Automated HuggingFace to SNET Pipeline

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Soubir Acharya
Project Owner

Automated HuggingFace to SNET Pipeline

Funding Awarded

$75,000 USD

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Status

  • Overall Status

    🥳 Completed & Paid

  • Funding Transfered

    $75,000 USD

  • Max Funding Amount

    $75,000 USD

Funding Schedule

View Milestones
Milestone Release 1
$9,000 USD Transfer Complete TBD
Milestone Release 2
$9,000 USD Transfer Complete TBD
Milestone Release 3
$9,000 USD Transfer Complete TBD
Milestone Release 4
$9,000 USD Transfer Complete TBD
Milestone Release 5
$9,000 USD Transfer Complete TBD
Milestone Release 6
$11,250 USD Transfer Complete TBD
Milestone Release 7
$18,750 USD Transfer Complete 15 Mar 2024

Project AI Services

No Service Available

Overview

HuggingFace is where a lot of AI models and applications live today. We propose a UI driven fully automated conversion of these applications and models to SingularityNet services. AI developers can transition from a limited Dev experience to production ready Web3 enabled AI service that they can share with the world and get paid for.

Proposal Description

Compnay Name

Zero2AI

Service Details

1. Service(s) that will be developed and onboarded as part of this project:
Web portal - For automatic conversion of a HuggingFace model or space to a SNET service + Dapp

2. Existing services on our marketplace that will be utilized as a part of this project:
SNET Python SDK

Problem Description

The goal is to connect the HuggingFace ecosystem (the pure DEV AI world) to the Web3 SingularityNet world. Today bringing existing or new services to SNET is hard. The learning curve is steep, the tooling is too low level the time to port to SNET is high. On the Dev and Web2 side getting compensated for one's efforts is not easy. But it need not be!

Solution Description

We propose a UI-driven fully automated conversion of all HuggingFace spaces and models to SingularityNet. The User Experience is simply to point to a model card or a space and answer a few questions. Push a button. SNET service will be created and run in a container in a sandbox. Test and confirm functionality. Once satisfied push a button to Publish on Mainnet. The service is then live including a Gradio or Streamlit frontend. This is the ultimate No-code experience.

Deliverables

Demo basic conversion - week 3

Demo a popular Gradio space - week 6

Demo a popular StreamLit space - week 9

Demo a popular Docker space - week 12

Zero2AI smartphone app demo - week 15

Public Release with GPU backend - week 18

Revenue Sharing

We do have plans of launching a community token for incentivizing both developers and consumers and intend to keep a set aside for the treasury. But beyond that, the success of this No-code automated onboarding of SOTA AI solutions from the leading AI hub HuggingFace could potentially change the SNET marketplace landscape with hundreds of new solutions almost overnight.

Marketing & Competition

We believe even though HuggingFace is a very rich ecosystem for AI experimentation, a big gap exists when it comes to the monetization of applications. Connecting HuggingFace to SNET will enable AI developers to participate in the AI economy. Our audience is AI developers and enthusiasts. We plan to reach them via Hacker News, YouTube promotion, and Reddit posts. We do not see much competition in the automatic transformation from pure Web2 to Web3 solutions. Web3 AI marketplaces are still early in our opinion and suffer from not enough awareness and a lack of tooling.

Needed Resources

We would love the community's feedback in fine-tuning our requirements and soon-to-test and on-board solutions that exist on HuggingFace. Additionally evangelizing the solution and benefits of being on SingularityNet to the HuggingFace community would be a tremendous help.

Related Links

Website: www.zero2ai.io

AI Services

Proposal Video

Placeholder for Spotlight Day Pitch-presentations. Video's will be added by the DF team when available.

  • Total Milestones

    7

  • Total Budget

    $75,000 USD

  • Last Updated

    17 Mar 2024

Milestone 1 - StreamLit public app

Status
😀 Completed
Description

UI for Hugging Face Spaces Discovery+Simple Text2Text apps

Deliverables

Budget

$9,000 USD

Link URL

Milestone 2 - Gradio Spaces v2

Status
😀 Completed
Description

Gradio spaces with Text+Image+file with examples Inputs/Outputs

Deliverables

Budget

$9,000 USD

Milestone 3 - Gradio Spaces v3

Status
😀 Completed
Description

Gradio spaces with Audio+Video inputs/Outputs

Deliverables

Budget

$9,000 USD

Milestone 4 - Gradio SNET Dapps

Status
😀 Completed
Description

Gradio Dapp with Metamask support

Deliverables

Budget

$9,000 USD

Link URL

Milestone 5 - Zero2AI Service Provider Integration

Status
😀 Completed
Description

Zero2AI SaaS framework with payment proxying

Deliverables

Budget

$9,000 USD

Link URL

Milestone 6 - NVIDIA GPU Support

Status
😀 Completed
Description

GPU support for conversion of spaces that are using GPUs on HF

Deliverables

Budget

$11,250 USD

Link URL

Milestone 7 - Cloud Hosting/API Costs

Status
😀 Completed
Description

Cloud cost during project development and for community use post launch

Deliverables

Budget

$18,750 USD

Link URL

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