task,model,method
causal language modeling,gpt2,"lora, prefix tuning, p-tuning, prompt tuning, IA3"
causal language modeling,gpt-neo,"lora, prefix tuning, p-tuning, prompt tuning, IA3"
causal language modeling,gpt-j,"lora, prefix tuning, p-tuning, prompt tuning, IA3"
causal language modeling,gpt-neox-20b,"lora, prefix tuning, p-tuning, prompt tuning, IA3"
causal language modeling,bloom,"lora, prefix tuning, p-tuning, prompt tuning, IA3"
causal language modeling,opt,"lora, prefix tuning, p-tuning, prompt tuning, IA3"
causal language modeling,llama,"lora, prefix tuning, p-tuning, prompt tuning, IA3"
causal language modeling,chatglm,"lora, prefix tuning, p-tuning, prompt tuning, IA3"
causal language modeling,mistral,lora
conditional generation,t5,"lora, prefix tuning, p-tuning, prompt tuning, IA3"
conditional generation,bart,"lora, prefix tuning, p-tuning, prompt tuning, IA3"
sequence classification,bert,"lora, prefix tuning, p-tuning, prompt tuning, IA3"
sequence classification,roberta,"lora, prefix tuning, p-tuning, prompt tuning, IA3"
sequence classification,deberta,"lora, p-tuning, prompt tuning"
sequence classification,deberta-v2,"lora, p-tuning, prompt tuning"
sequence classification,gpt-2,"lora, prefix tuning, p-tuning, prompt tuning"
sequence classification,gpt-neo,"lora, prefix tuning, p-tuning, prompt tuning"
sequence classification,gpt-j,"lora, prefix tuning, p-tuning, prompt tuning"
sequence classification,bloom,"lora, prefix tuning, p-tuning, prompt tuning"
sequence classification,opt,"lora, prefix tuning, p-tuning, prompt tuning"
token classification,bert,"lora, prefix tuning"
token classification,roberta,"lora, prefix tuning"
token classification,deberta,lora
token classification,deberta-v2,lora
token classification,gpt-2,"lora, prefix tuning"
token classification,gpt-neo,"lora, prefix tuning"
token classification,gpt-j,"lora, prefix tuning"
token classification,bloom,"lora, prefix tuning"
token classification,opt,"lora, prefix tuning"
text-to-image,stable diffusion,"lora, loha, lokr"
image classification,vit,lora
image classification,swin,lora
image-to-text,blip-2,lora
semantic segmentation,segformer,lora