Layer-wise LoRA fine-tuning: a similarity metric approach Code is available at: https://github.com/c2d-usp/Layer-wise-LoRA-with-CKA c2d-usp/layer_wise_lora_Qwen3-VL_8B_chartqa_1epoch 9B • Updated Mar 15 • 3 c2d-usp/layer_wise_lora_llava_1.5_7B_scienceqa_1epoch 7B • Updated 7 days ago • 15
Efficient Large Language Models Code is available at: https://github.com/c2d-usp/Efficient-LLMs-with-AMP/tree/main c2d-usp/AMP_llama_1_20_percent_compression 5B • Updated Feb 25, 2025 • 1 c2d-usp/AMP_llama_2_30_percent_compression 5B • Updated Feb 25, 2025 • 2 c2d-usp/AMP_phi_1.5_30_percent_compression 1.0B • Updated Feb 25, 2025 • 2 c2d-usp/AMP_phi_2_30_percent_compression 2B • Updated Feb 25, 2025 • 9
Compressing LLMs with MoP: Mixture of Pruners Code is available at: https://github.com/c2d-usp/Efficient-LLMs-with-MoP c2d-usp/MoP_llava_1.5_30_percent_compression_2_epochs 5B • Updated Feb 12 • 11 c2d-usp/MoP_llava_1.5_20_percent_compression_2_epochs 6B • Updated Feb 12 • 17 c2d-usp/MoP_llama_3_40_percent_compression_2_epochs 5B • Updated Feb 12 • 3 c2d-usp/MoP_llama_3_30_percent_compression_2_epochs 6B • Updated Feb 12 • 4
Layer-wise LoRA fine-tuning: a similarity metric approach Code is available at: https://github.com/c2d-usp/Layer-wise-LoRA-with-CKA c2d-usp/layer_wise_lora_Qwen3-VL_8B_chartqa_1epoch 9B • Updated Mar 15 • 3 c2d-usp/layer_wise_lora_llava_1.5_7B_scienceqa_1epoch 7B • Updated 7 days ago • 15
Compressing LLMs with MoP: Mixture of Pruners Code is available at: https://github.com/c2d-usp/Efficient-LLMs-with-MoP c2d-usp/MoP_llava_1.5_30_percent_compression_2_epochs 5B • Updated Feb 12 • 11 c2d-usp/MoP_llava_1.5_20_percent_compression_2_epochs 6B • Updated Feb 12 • 17 c2d-usp/MoP_llama_3_40_percent_compression_2_epochs 5B • Updated Feb 12 • 3 c2d-usp/MoP_llama_3_30_percent_compression_2_epochs 6B • Updated Feb 12 • 4
Efficient Large Language Models Code is available at: https://github.com/c2d-usp/Efficient-LLMs-with-AMP/tree/main c2d-usp/AMP_llama_1_20_percent_compression 5B • Updated Feb 25, 2025 • 1 c2d-usp/AMP_llama_2_30_percent_compression 5B • Updated Feb 25, 2025 • 2 c2d-usp/AMP_phi_1.5_30_percent_compression 1.0B • Updated Feb 25, 2025 • 2 c2d-usp/AMP_phi_2_30_percent_compression 2B • Updated Feb 25, 2025 • 9
