task
stringclasses 8
values | model
stringclasses 21
values | method
stringclasses 6
values |
|---|---|---|
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 |