] [Pytorch loading Pre-trained model and the Fine-tuning the network structure after modified - Code World

] [Pytorch loading Pre-trained model and the Fine-tuning the network structure after modified

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Origin blog.csdn.net/Jeremy_lf/article/details/104744809

] [Pytorch loading Pre-trained model and the Fine-tuning the network structure after modified

Load the pre-trained model after modifying the network structure

Loading mechanism pytorch version of pre-trained model

Pytorch loading uses pre-training model and fine tune model fine-tuning (freezing part of the layer) actual combat

pytorch cv comes with a pre-trained model and then fine-tunes it

pytorch loads some parameters of the pre-trained model

After fine-tuning, the large model became more forgetful.

Pytorch's hook technology - get the specific intermediate layer output of the pre-trained/trained model

Tips for using the Peft library (2): Delete and merge fine-tuning parameters [remove the base model parameters (freeze) from the model parameters after full-parameter fine-tuning, and then publish this part of the parameter module trained by yourself]

resnet pre-training model and fine-tuning

How to use pytorch to do text summary generation tasks (loading datasets, T5 model parameters, fine-tuning, saving and testing models, and ROUGE score calculation)

Pre-training network combat fine-tuning

Pre-trained language model (a)

[Pytorch] Load the pre-training model and modify the network structure

pytorch loads part of the pre-trained model (detailed process of solving the problem)

pytorch loads part of the pre-trained model (detailed process of solving the problem)

Use Transformers' Trainer to fine-tune pre-trained large models in PyTorch

The mnist dataset is fine-tuned using the resnet50 pre-trained network

[Pytorch] neural network model saving and loading

Preprocessing for model fine-tuning

The Ultimate Guide to PyTorch Fine-tuning: Part 2 — Improving Model Accuracy

Practice Sharing | Exploring InternLM2.5: Best Practices for PyTorch Model Fine-tuning

Multimodal large model (large model foundation, fine-tuning, video understanding multimodal pre-training)

Pre-trained language model (two) NLP in

PaddlePaddle pre-trained model collection

Save and read the pre-trained bert model

LLM: finetune pre-trained language model

[PyTorch] Conversion of pre-trained weights

Generative AI New World | Hands-on practice in the field of Vincent graphs: fine-tuning of pre-trained models

[AI Medicine] Several fine-tuning & pre-training large model projects in the medical field

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