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peft-unit-test-generation-experiments

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train · 40 rows

model_type stringclasses 3 values	namespace stringclasses 3 values	model_name stringclasses 10 values	training_method stringclasses 4 values	model_size int64 357M 16B	trainable_params int64 20.5k 16B	url stringlengths 66 84	doi float64
codegen	Salesforce	codegen-350M-multi	fine-tuning	356,712,448	356,712,448	https://huggingface.co/andstor/Salesforce-codegen-350M-multi-unit-test-fine-tuning	null
codegen	Salesforce	codegen2-1B_P	fine-tuning	1,015,306,240	1,015,306,240	https://huggingface.co/andstor/Salesforce-codegen2-1B_P-unit-test-fine-tuning	null
codegen	Salesforce	codegen2-3_7B_P	fine-tuning	3,641,174,016	3,641,174,016	https://huggingface.co/andstor/Salesforce-codegen2-3_7B_P-unit-test-fine-tuning	null
codegen	Salesforce	codegen2-7B_P	fine-tuning	6,862,858,240	6,862,858,240	https://huggingface.co/andstor/Salesforce-codegen2-7B_P-unit-test-fine-tuning	null
codegen	Salesforce	codegen2-16B_P	fine-tuning	16,032,155,648	16,032,155,648	https://huggingface.co/andstor/Salesforce-codegen2-16B_P-unit-test-fine-tuning	null
llama	meta-llama	CodeLLama-7b-hf	fine-tuning	6,738,546,688	6,738,546,688	https://huggingface.co/andstor/meta-llama-CodeLlama-7b-hf-unit-test-fine-tuning	null
starcoder2	bigcode	starcoder2-7b	fine-tuning	7,173,923,840	7,173,923,840	https://huggingface.co/andstor/bigcode-starcoder2-7b-unit-test-fine-tuning	null
starcoder2	bigcode	starcoder2-15b	fine-tuning	15,957,889,024	15,957,889,024	https://huggingface.co/andstor/bigcode-starcoder2-15b-unit-test-fine-tuning	null
starcoder2	bigcode	starcoder2-3b	fine-tuning	3,030,371,328	3,030,371,328	https://huggingface.co/andstor/bigcode-starcoder2-3b-unit-test-fine-tuning	null
starcoder2	bigcode	starcoderbase	fine-tuning	15,517,456,384	15,517,456,384	https://huggingface.co/andstor/bigcode-starcoderbase-unit-test-fine-tuning	null
codegen	Salesforce	codegen-350M-multi	ia3	356,712,448	143,360	https://huggingface.co/andstor/Salesforce-codegen-350M-multi-unit-test-ia3	null
codegen	Salesforce	codegen2-1B_P	ia3	1,015,306,240	229,376	https://huggingface.co/andstor/Salesforce-codegen2-1B_P-unit-test-ia3	null
codegen	Salesforce	codegen2-3_7B_P	ia3	3,641,174,016	458,752	https://huggingface.co/andstor/Salesforce-codegen2-3_7B_P-unit-test-ia3	null
codegen	Salesforce	codegen2-7B_P	ia3	6,862,858,240	917,504	https://huggingface.co/andstor/Salesforce-codegen2-7B_P-unit-test-ia3	null
codegen	Salesforce	codegen2-16B_P	ia3	16,032,155,648	1,462,272	https://huggingface.co/andstor/Salesforce-codegen2-16B_P-unit-test-ia3	null
llama	meta-llama	CodeLLama-7b-hf	ia3	6,738,546,688	614,400	https://huggingface.co/andstor/meta-llama-CodeLlama-7b-hf-unit-test-ia3	null
starcoder2	bigcode	starcoder2-7b	ia3	7,173,923,840	753,664	https://huggingface.co/andstor/bigcode-starcoder2-7b-unit-test-ia3	null
starcoder2	bigcode	starcoder2-15b	ia3	15,957,889,024	1,249,280	https://huggingface.co/andstor/bigcode-starcoder2-15b-unit-test-ia3	null
starcoder2	bigcode	starcoder2-3b	ia3	3,030,371,328	468,480	https://huggingface.co/andstor/bigcode-starcoder2-3b-unit-test-ia3	null
starcoder2	bigcode	starcoderbase	ia3	15,517,456,384	1,239,040	https://huggingface.co/andstor/bigcode-starcoderbase-unit-test-ia3	null
codegen	Salesforce	codegen-350M-multi	lora	356,712,448	1,310,720	https://huggingface.co/andstor/Salesforce-codegen-350M-multi-unit-test-lora	null
codegen	Salesforce	codegen2-1B_P	lora	1,015,306,240	2,097,152	https://huggingface.co/andstor/Salesforce-codegen2-1B_P-unit-test-lora	null
codegen	Salesforce	codegen2-3_7B_P	lora	3,641,174,016	4,194,304	https://huggingface.co/andstor/Salesforce-codegen2-3_7B_P-unit-test-lora	null
codegen	Salesforce	codegen2-7B_P	lora	6,862,858,240	8,388,608	https://huggingface.co/andstor/Salesforce-codegen2-7B_P-unit-test-lora	null
codegen	Salesforce	codegen2-16B_P	lora	16,032,155,648	13,369,344	https://huggingface.co/andstor/Salesforce-codegen2-16B_P-unit-test-lora	null
llama	meta-llama	CodeLLama-7b-hf	lora	6,738,546,688	8,388,608	https://huggingface.co/andstor/meta-llama-CodeLlama-7b-hf-unit-test-lora	null
starcoder2	bigcode	starcoder2-7b	lora	7,173,923,840	7,340,032	https://huggingface.co/andstor/bigcode-starcoder2-7b-unit-test-lora	null
starcoder2	bigcode	starcoder2-15b	lora	15,957,889,024	12,124,160	https://huggingface.co/andstor/bigcode-starcoder2-15b-unit-test-lora	null
starcoder2	bigcode	starcoder2-3b	lora	3,030,371,328	4,546,560	https://huggingface.co/andstor/bigcode-starcoder2-3b-unit-test-lora	null
starcoder2	bigcode	starcoderbase	lora	15,517,456,384	8,028,160	https://huggingface.co/andstor/bigcode-starcoderbase-unit-test-lora	null
codegen	Salesforce	codegen-350M-multi	prompt-tuning	356,712,448	20,480	https://huggingface.co/andstor/Salesforce-codegen-350M-multi-unit-test-prompt-tuning	null
codegen	Salesforce	codegen2-1B_P	prompt-tuning	1,015,306,240	40,960	https://huggingface.co/andstor/Salesforce-codegen2-1B_P-unit-test-prompt-tuning	null
codegen	Salesforce	codegen2-3_7B_P	prompt-tuning	3,641,174,016	81,920	https://huggingface.co/andstor/Salesforce-codegen2-3_7B_P-unit-test-prompt-tuning	null
codegen	Salesforce	codegen2-7B_P	prompt-tuning	6,862,858,240	81,920	https://huggingface.co/andstor/Salesforce-codegen2-7B_P-unit-test-prompt-tuning	null
codegen	Salesforce	codegen2-16B_P	prompt-tuning	16,032,155,648	122,880	https://huggingface.co/andstor/Salesforce-codegen2-16B_P-unit-test-prompt-tuning	null
llama	meta-llama	CodeLLama-7b-hf	prompt-tuning	6,738,546,688	81,920	https://huggingface.co/andstor/meta-llama-CodeLlama-7b-hf-unit-test-prompt-tuning	null
starcoder2	bigcode	starcoder2-7b	prompt-tuning	7,173,923,840	92,160	https://huggingface.co/andstor/bigcode-starcoder2-7b-unit-test-prompt-tuning	null
starcoder2	bigcode	starcoder2-15b	prompt-tuning	15,957,889,024	122,880	https://huggingface.co/andstor/bigcode-starcoder2-15b-unit-test-prompt-tuning	null
starcoder2	bigcode	starcoder2-3b	prompt-tuning	3,030,371,328	61,440	https://huggingface.co/andstor/bigcode-starcoder2-3b-unit-test-prompt-tuning	null
starcoder2	bigcode	starcoderbase	prompt-tuning	15,517,456,384	122,880	https://huggingface.co/andstor/bigcode-starcoderbase-unit-test-prompt-tuning	null

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