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