Hi community, I am currently working on a project where I train a model (e.g., bert-base-uncased) and push it to my private Hugging Face Hub repository, along with its optimizer state, using the Trainer class. In my workflow, I save model checkpoints and later want to resume training from a specif…

I see. So, the current method is probably correct. If you want to deviate from the 1 repo 1 model (revision management is possible), it is more reliable to manage it yourself. If you use hf_hub_download or snapshot_download, there should not be much difference in speed from_pretrained…

Resuming Training from Checkpoints Stored on Hugging Face Hub (without downloading manually)

🤗Transformers

system Closed February 10, 2025, 10:32pm 8

This topic was automatically closed 12 hours after the last reply. New replies are no longer allowed.

Topic		Replies	Views
Trainer .train (resume _from _checkpoint =True) Beginners	9	15248	May 16, 2024
How to resume from checkpoint on the hub? Not using trainer api, I'm using TF api Beginners	1	347	February 28, 2023
Can I resume training from a model that's been pushed to the hub? 🤗Transformers	1	29	December 27, 2024
Continuing Pre Training from Model Checkpoint Models	12	42882	January 13, 2025
How to resume training from a checkpoint using huggingface trainer 🤗Transformers	5	268	May 8, 2025

Resuming Training from Checkpoints Stored on Hugging Face Hub (without downloading manually)

Related topics