0 purchases
Description:
ipfstransformers 0.0.3
IPFS Huggingface Transformers
This is a model manager and wrapper for huggingface, looks up a index of models from an collection of models, and will download a model from either https/s3/ipfs, depending on which source is the fastest.
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 transformers import AutoModel
from ipfs_transformers import AutoModel
model = AutoModel.from_auto_download("bge-small-en-v1.5")
or
from transformers import AutoModel
from ipfs_transformers import AutoModel
model = AutoModel.from_ipfs("QmccfbkWLYs9K3yucc6b3eSt8s8fKcyRRt24e3CDaeRhM1")
or to use with with s3 caching
from transformers import AutoModel
from ipfs_transformers import AutoModel
model = T5Model.from_auto_download(
model_name="google-bert/t5_11b_trueteacher_and_anli",
s3cfg={
"bucket": "cloud",
"endpoint": "https://storage.googleapis.com",
"secret_key": "",
"access_key": ""
}
)
IPFS Huggingface Bridge
for transformers.js visit:
https://github.com/endomorphosis/ipfs_transformers_js
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 orbitdb_kit nodejs library visit:
https://github.com/endomorphosis/orbitdb_kit/
for fireproof_kit nodejs library visit:
https://github.com/endomorphosis/fireproof_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 huggingface agents visit:
https://github.com/endomorphosis/ipfs_agents
for ipfs huggingface accelerate visit:
https://github.com/endomorphosis/ipfs_accelerate
for ipfs_kit visit:
https://github.com/endomorphosis/ipfs_kit
for ipfs_kit_js visit:
https://github.com/endomorphosis/ipfs_kit_js
Author - Benjamin Barber
QA - Kevin De Haan
License
For personal and professional use. You cannot resell or redistribute these repositories in their original state.
Files:
Customer Reviews
There are no reviews.
