LoRA-Learns-Less-and-Forgets-Less

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jacobfulano 

updated a model about 1 year ago

LoRA-TMLR-2024/magicoder-lora-rank-16-alpha-32

Updated Oct 16, 2024 • 121

jacobfulano 

updated 13 models over 1 year ago

LoRA-TMLR-2024/starcoder-full-finetuning-lr-1e-05-20B-token

7B • Updated Sep 27, 2024

LoRA-TMLR-2024/starcoder-lora-rank-256-20B-tokens

Updated Sep 27, 2024 • 3

LoRA-TMLR-2024/openwebmath-full-finetuning-lr-1e-05-20B-tokens

7B • Updated Sep 27, 2024

LoRA-TMLR-2024/openwebmath-lora-rank-256-20B-tokens

Updated Sep 27, 2024 • 5

LoRA-TMLR-2024/openwebmath-lora-rank-16-20B-tokens

Updated Sep 27, 2024 • 4

LoRA-TMLR-2024/starcoder-lora-rank-16-20B-tokens

Updated Sep 27, 2024 • 6

LoRA-TMLR-2024/magicoder-lora-rank-64-alpha-128

Updated Sep 27, 2024 • 151

LoRA-TMLR-2024/magicoder-lora-rank-256-alpha-512

Updated Sep 27, 2024 • 139

LoRA-TMLR-2024/magicoder-full-finetuning-lr-5e-05

7B • Updated Sep 27, 2024

LoRA-TMLR-2024/metamath-full-finetuning-lr-1e-05

7B • Updated Sep 27, 2024

LoRA-TMLR-2024/openwebmath-lora-rank-64-20B-tokens

Updated Sep 27, 2024 • 1

LoRA-TMLR-2024/starcoder-lora-rank-64-20B-tokens

Updated Sep 27, 2024 • 2

LoRA-TMLR-2024/magicoder-lora-rank-2048-alpha-4096

Updated Sep 26, 2024 • 231

jacobfulano 

updated a Space over 1 year ago

Running

README

🐢

danbider 

updated 3 models over 1 year ago

LoRA-TMLR-2024/metamath-lora-rank-256-alpha-512

Updated Sep 25, 2024 • 130

LoRA-TMLR-2024/metamath-lora-rank-64-alpha-128

Updated Sep 25, 2024 • 127

LoRA-TMLR-2024/metamath-lora-rank-16-alpha-32

Updated Sep 25, 2024 • 81

jacobfulano 

authored 2 papers over 1 year ago

Fast Benchmarking of Accuracy vs. Training Time with Cyclic Learning Rates

Paper • 2206.00832 • Published Jun 2, 2022

LoRA Learns Less and Forgets Less

Paper • 2405.09673 • Published May 15, 2024 • 90