libp2p-accelerate-py 0.0.3

a python wrapper around nodejs orbitdb

IPFS ACCELERATE

This is meant to be an extension of the Huggingface accelerate library, with the intent that the method load_checkpoint_and_dispatch() is going to be overloaded with a new function which will have some modular back ends, such as Libp2p, Akash, Lilypad, Huggingface Zero, Vast AI. If the model is already listed in the ipfs_model_manager there should be an associated hw_requirements key of the manifest. In the case of libp2p the request to do inference will go out to peers if there are peers in the network available to fulfill the task, otherwise a docker container will need to be launched with one of the providers here. The docker containers will will then be loaded with the ipfs_model_manager, and will use the from_auto_download() method to download the requested model and perform inference for the user.

Method #1 Huggingface Zero

Method #2 Akash

Method #3 Lilypad

Method #4 Vast AI

IPFS Huggingface Bridge:

for huggingface transformers python library visit: https://github.com/endomorphosis/ipfs_transformers/

for huggingface datasets python library visit: https://github.com/endomorphosis/ipfs_datasets/

for faiss KNN index python library visit: https://github.com/endomorphosis/ipfs_faiss

for transformers.js visit:
https://github.com/endomorphosis/ipfs_transformers_js

for orbitdb_kit nodejs library visit: https://github.com/endomorphosis/orbitdb_kit/

for fireproof_kit nodejs library visit: https://github.com/endomorphosis/fireproof_kit

for ipfs_kit nodejs library visit: https://github.com/endomorphosis/ipfs_kit/

for python model manager library visit: https://github.com/endomorphosis/ipfs_model_manager/

for nodejs model manager library visit: https://github.com/endomorphosis/ipfs_model_manager_js/

for nodejs ipfs huggingface scraper with pinning services visit: https://github.com/endomorphosis/ipfs_huggingface_scraper/

for ipfs agents visit: https://github.com/endomorphosis/ipfs_agents/

for ipfs accelerate visit: https://github.com/endomorphosis/ipfs_accelerate/

Author - Benjamin Barber QA - Kevin De Haan