ipfs-model-manager-py 0.0.21

A wrapper around huggingface datasets, invoking an IPFS model manager.

IPFS Model Manager

This is a model manager and wrapper for huggingface, and it maintains an index of models from collections of models store retrieved through local/https/s3/ipfs/orbitdb, then maintains a state of which what models are currently accesible, and it will choose what files should be cached through local/s3/ipfs/ based on configuration settings.

How to use

pip install .

look run python3 example.py for examples of usage.

this is designed to be a drop in replacement, which requires only 2 lines to be changed

In your python script

from ipfs_kit import ipfs_kit
from orbitdb_kit import orbitdb_kit 
from ipfs_model_manager import ipfs_model_manager as model_manager
from ipfs_model_manager import load_config()
from ipfs_model_manager import load_collection()
config = load_config()
collection = load_collection()
models = ModelManager()
ready = models.ready()
models.import_config(config)
models.import_collection(collection)
models.state()

or

from ipfs_kit import ipfs_kit
from orbitdb_kit import orbitdb_kit 
from ipfs_model_manager import ipfs_model_manager as model_manager
from ipfs_model_manager import load_config()
from ipfs_model_manager import load_collection()
config = load_config()
config.s3cfg = {
        "bucket": "cloud",
        "endpoint": "https://storage.googleapis.com",
        "secret_key": "",
        "access_key": ""
    }
collection = load_collection()
models = ModelManager()
ready = models.ready()
models.import_config(config)
models.import_collection(collection)
models.state()

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 python library visit: https://github.com/endomorphosis/ipfs_kit/

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

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