| 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 | |