Texonom
Texonom
/
Science
Science
/Mathematics/Math Field/Statistics/Statistical Model/Model Generalization/Model Training/Fine Tuning/
Huggingface PEFT
Search

Huggingface PEFT

Creator
Creator
Seonglae Cho
Created
Created
2023 Dec 7 9:14
Editor
Editor
Seonglae Cho
Edited
Edited
2024 Mar 31 5:38
Refs
Refs
PEFT
SFT
Language Model RL
Model Merging
Huggingface PEFT Usages
PeftModel.merge_and_unload()
PEFT.LoraConfig
 
 
 
 
 
PEFT로 LoRA Checkpoint 로드시 size mismatch 해결법
base_model.model.gpt_neox.layers.0.attention.query_key_value.lora_A.weight: copying a param with shape torch.Size([16, 5120]) from checkpoint, the shape in current model is torch.Size([8, 5120]) 와 같은 문제를 해결하기
PEFT로 LoRA Checkpoint 로드시 size mismatch 해결법
https://junbuml.ee/lora-ckpt-size-mismatch
PEFT
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
PEFT
https://huggingface.co/docs/peft/index
PEFT
 
 

Recommendations

Texonom
Texonom
/
Science
Science
/Mathematics/Math Field/Statistics/Statistical Model/Model Generalization/Model Training/Fine Tuning/
Huggingface PEFT
Copyright Seonglae Cho