Model,Validation Score llama_avg (Baseline),38.4 my_t5_avg,37.1 flan_t5_weights,37.7 shira_ft5_algo0,40.8 shira_ft5xl_algo0,40.8 shira_mtl7b_0_2_algo0,42.0 shira_llama3_8b_it_algo0,44.9 shira_qw2_7b_it_algo0,44.1 cdutr_AqQ3,41.1 cdutr_pi5c,37.2 readapt_median,48.4 lore_route,45.8 basic_merge_00,44.7 shira_algo_k00,29.5 wcf_lar,52.2 mistral_avg_exp_04,42.2 llama_merge2,42.7 mistral_avg_exp_06,41.2 SLM,26.0 mistral_avg_exp_05,41.4 mistral_avg_exp_07,41.3 llama_base_fc,44.2 llama_base_qa,44.2 llama_avg,18.8 knovel_test,38.4 flan_t5_avg,38 abc,38.1 deepseek_exp,36.5 yi15_exp,40.7 llama_optimized,38.0 Fbaseline,38.0 kobeni,46.7 flan_t5_avg_lora,37.6 BVD_Mega,54.5 llama_avg,38.5 yi15_exp,39.9 mistral_exp,35 gemma_exp,31.7 deepseek_exp,33.0 mistral_avg_exp_08,43.1 mistral_grid_exp_01,40.7 llama_avg,38.5 mistral_ties_exp_05,40.1 blend_optimizer_00,40.7 kobeni,46.7 knovel_moe,39.2 ties_llama2,32.0 llama_single,44.9 GemmaInstruct,38.7 dga_avg,38.0 huge_avg,38.2 gemma_ties_exp_01,41.9 flan_t5_avg,38.0 llama_local,39.6 F_or_t,37.9 mistral_mc_ties_exp_01,40.4 llama3_meta_mc_ties_exp_01,43.8 F_or_t,38.0 llama3_meta_mc_ties_exp_02,43.6 llama_avg,38.5 llama_avg8_21,38.5