https://github.com/humandataincome/ipai
InterPlanetary Artificial Intelligence (IPAI): store your personal AI model leveraging on InterPlanetary Data Wallet (IPDW). It enables to build a real censorship resistant research swarm without centralised repositories. Browser based inferences, Personal fine-tuning, Zero-backend privacy, and much more...
https://github.com/humandataincome/ipai
ai browser gpt ipfs javascript ml node openai p2p
Last synced: about 1 year ago
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InterPlanetary Artificial Intelligence (IPAI): store your personal AI model leveraging on InterPlanetary Data Wallet (IPDW). It enables to build a real censorship resistant research swarm without centralised repositories. Browser based inferences, Personal fine-tuning, Zero-backend privacy, and much more...
- Host: GitHub
- URL: https://github.com/humandataincome/ipai
- Owner: humandataincome
- License: apache-2.0
- Created: 2023-02-28T21:06:40.000Z (over 3 years ago)
- Default Branch: master
- Last Pushed: 2024-08-22T14:31:56.000Z (almost 2 years ago)
- Last Synced: 2025-04-12T04:12:43.671Z (about 1 year ago)
- Topics: ai, browser, gpt, ipfs, javascript, ml, node, openai, p2p
- Language: TypeScript
- Homepage:
- Size: 2 MB
- Stars: 7
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# ipai (InterPlanetary Artificial Intelligence)
InterPlanetary Artificial Intelligence (IPAI): store your personal AI model leveraging on InterPlanetary Data Wallet (
IPDW). It enables to build a real censorship resistant research swarm without centralised repositories. Browser based
inferences, Personal fine-tuning, Zero-backend privacy, and much more.
Check it out the demo distributed via ipfs at https://ipfs.io/ipfs/QmW98fovtPYpdRHTyCM9v4qhe151Dn8iNPofibQ2e5T1bq/
Alternative access via other gateway or directly via ipfs:// protocol on supported browser using this IPFS CID QmW98fovtPYpdRHTyCM9v4qhe151Dn8iNPofibQ2e5T1bq/
## Features
- Store your personal AI model on the InterPlanetary Data Wallet (IPDW)
- Publish a without centralized repositories
- Take advantage of browser-based inferences
- Personalize your AI model through fine-tuning
- Enjoy zero-backend privacy for your AI model
- And much more!
## Getting Started
To get started with IPAI, you will need to follow these steps:
Clone the repository:
```bash
$ git clone https://github.com/ansi-code/ipai.git
```
Install the required dependencies:
```bash
$ npm install
```
Follow the instructions provided in the IPDW repository to set up your wallet.
Start using IPAI.
```js
const model = await GPTNeoXForCausalLm.Load("ipfs://QmecpDvGdWfcKw7BM4nxyEb7TB856sTY1MqY1dCR45rWjv", console.log);
const tokenizer = await GPT2Tokenizer.Load('ipfs://QmRnFHciVJxtpTtGktB3vLRMMxutEaAybXvwobXKLxRpd9', 'ipfs://QmQWBu2Cd4KnBGeeT9dx7JSG6v9VJg1QeiDg3EbBtSLKkD', console.log);
const prompt = "In a shocking finding, scientists discovered a herd of unicorns living in a remote, previously unexplored valley, in the Andes Mountains.\nEven more surprising to the researchers was the fact that the unicorns spoke perfect English.";
const inputIds = tokenizer.encode(prompt);
const genTokens = await model.generate(inputIds, true, 0.9, 1, 1, 150, async t => {
process.stdout.write(tokenizer.decode([t]))
});
const genText = tokenizer.decode(genTokens);
console.log("Final text:", genText);
```
## Contributing
We welcome contributions to IPAI! If you would like to contribute, please follow these steps:
1. Fork the repository
2. Create a new branch for your changes
3. Commit your changes and open a pull request
4. Support
If you need help using IPAI or have any questions, please open an issue in this repository and we will be happy to assist you.
## TODO
- Migrate matrices computation to NumTs (https://github.com/ansi-code/numts)
- Custom sparse matrices backend
## License
This project is licensed under the Apache 2.0 License. See the [LICENSE](./LICENSE) file for details.