NLP (sixty-six) uses the Trainer in HuggingFace for BERT model fine-tuning - Code World

NLP (sixty-six) uses the Trainer in HuggingFace for BERT model fine-tuning

Internet 2023-09-03 09:51:24 views: null

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Origin blog.csdn.net/jclian91/article/details/132642662

NLP (sixty-six) uses the Trainer in HuggingFace for BERT model fine-tuning

[NLP, Huggingface, Colab] Use Trainer to train the model and save the model parameters

NLP large model fine-tuning principle

Fine-tuning a pretrained NLP model

BERT model fine-tuning in practice: Use Transformers to fine-tune the BERT model for question answering and text classification tasks

[NLP] BERT model parameters

[NLP] Fine-tuning tutorial based on llama model using Alpaca-Lora

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

Preprocessing for model fine-tuning

Detailed BERT (4) --- fine-tuning

[Paper Extensive Reading 19] Adaptation or lagging: field adaptation based on the fine-tuning of the BERT language model for object sentiment classification

[Small Ideas] Phase 1: Model engineering, vector similarity, early stopping mechanism, BERT fine-tuning small trick

[NLP] Huggingface model/data file download method

NLP (sixty-seven) dynamic quantization (PTDQ) after BERT model training

Fine-tuning on the Chinese LLaMA model

Summary of LLM model fine-tuning methods

Image Classification - Model Fine-tuning

Fine-tuning an image classification model with MMPreTrain

LoRA fine-tuning comes from huggingface official hugging face

HuggingFace study notes--BitFit efficient fine-tuning

Named entity recognition practice (bert + fine-tuning)

A Closer Look at How Fine-tuning Changes BERT

[NLP] Use BERT to build a sentiment analysis model

【LLM】Prompt tuning large model fine-tuning practice

[NLP] LLM efficient fine-tuning (PEFT)--LoRA

Large language model fine-tuning and PEFT efficient fine-tuning

[NLP, Huggingface, Colab] Используйте Trainer для обучения модели и сохранения параметров модели.

SWA combat: Use SWA for fine-tuning to improve model generalization

Lamini: Large language model fine-tuning framework

LORA large model accelerates fine-tuning and training algorithms

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