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train · 34 rows

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

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