Upload Model To Huggingface
This article provides a step-by-step guide on how to upload a model to Hugging Face’s Hub using code. It includes a link for detailed instructions and demonstrates the process with the Camembert language model, utilizing AutoModelForMaskedLM and AutoTokenizer from Transformers library. The model and tokenizer are then pushed to the Hub under the name ‘dummy-model’.
via code:
https://zhuanlan.zhihu.com/p/390826470
from transformers import AutoModelForMaskedLM, AutoTokenizer
checkpoint = “camembert-base”
model = AutoModelForMaskedLM.from_pretrained(checkpoint)
tokenizer = AutoTokenizer.from_pretrained(checkpoint)
model.push_to_hub(“dummy-model”)
tokenizer.push_to_hub(“dummy-model”)