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,35,12.8
gemma_exp,31.7,0
deepseek_exp,33.0,0.0
mistral_avg_exp_08,43.1,67.7
mistral_grid_exp_01,40.7,67.6
llama_avg,38.5,65.2
mistral_ties_exp_05,40.1,66.0
custom_flan_t5_2,,
blend_optimizer_00,40.7,68.2
kobeni,46.7,67.2
knovel_moe,39.2,63.9
blend_optimizer_01,,
ties_llama2,32.0,61.0
blend_optimizer_02,,
llama_single,44.9,67.7
GemmaInstruct,38.7,65.2
dga_avg,38.0,64.6
llama_sel_lin_avg,,
llama_sel_lin_avg_2,,
huge_avg,38.2,28.2
ArcLab_algorithm1,,
gemma_ties_exp_01,41.9,67.1
gemma_ties_exp_02,,
flan_t5_avg,38.0,28.1
llama_local,39.6,67.5
F_or_t,37.9,28.1
ArcLab_algorithm2,,
mistral_mc_ties_exp_01,40.4,66.4
llama3_meta_mc_ties_exp_01,43.8,69.0
F_or_t,38.0,28.2
python llm_merging/main.py -m hj_qa,,
python llm_merging/main.py -m hj_fc,,
llama3_meta_mc_ties_exp_02,43.6,69.1
llama_avg,38.5,65.3
llama_avg8_21,38.5,65.2