model_name,task,n_shot,performance open-sci/open-sci-ref-v0.01-1.7b-nemotron-cc-hq-1T-4096,include_base_44_italian,0,0.2937956204379562 HuggingFaceTB/SmolLM3-3B,belebele_swe_Latn,5,0.69 HuggingFaceTB/SmolLM3-3B,include_base_44_hungarian,0,0.2818181818181818 Qwen/Qwen3-1.7B,belebele_est_Latn,5,0.56 HuggingFaceTB/SmolLM2-1.7B,belebele_dan_Latn,5,0.3466666666666667 HuggingFaceTB/SmolLM3-3B,include_base_44_georgian,0,0.276 HuggingFaceTB/SmolLM3-3B,belebele_por_Latn,5,0.7944444444444444 google/gemma-3-4b-it,global_mmlu_full_pt,5,0.527204101979775 HuggingFaceTB/SmolLM3-3B,include_base_44_estonian,0,0.29464285714285715 google/gemma-3-4b-it,belebele_slv_Latn,5,0.7533333333333333 HuggingFaceTB/SmolLM2-1.7B,global_mmlu_full_pl,5,0.31825950719270757 HuggingFaceTB/SmolLM2-1.7B,global_mmlu_full_it,5,0.35878080045577554 HuggingFaceTB/SmolLM2-1.7B,include_base_44_bulgarian,0,0.28909090909090907 HuggingFaceTB/SmolLM3-3B,belebele_hrv_Latn,5,0.5722222222222222 google/gemma-3-4b-it,include_base_44_serbian,0,0.5672727272727273 HuggingFaceTB/SmolLM3-3B,belebele_mlt_Latn,5,0.3566666666666667 open-sci/open-sci-ref-v0.01-1.7b-nemotron-cc-hq-1T-4096,include_base_44_spanish,0,0.3181818181818182 Qwen/Qwen3-1.7B,belebele_fra_Latn,5,0.7922222222222223 google/gemma-3-4b-it,include_base_44_estonian,0,0.47767857142857145 google/gemma-3-4b-it,include_base_44_dutch,0,0.5517241379310345 HuggingFaceTB/SmolLM3-3B,include_base_44_dutch,0,0.47005444646098005 open-sci/open-sci-ref-v0.01-1.7b-nemotron-cc-hq-1T-4096,global_mmlu_full_es,5,0.3245976356644353 Qwen/Qwen3-1.7B,include_base_44_lithuanian,0,0.37265917602996257 Qwen/Qwen3-1.7B,include_base_44_polish,0,0.4142335766423358 Qwen/Qwen3-1.7B,global_mmlu_full_cs,5,0.4690927218344965 open-sci/open-sci-ref-v0.01-1.7b-nemotron-cc-hq-1T-4096,belebele_deu_Latn,5,0.33444444444444443 HuggingFaceTB/SmolLM2-1.7B,belebele_ita_Latn,5,0.4033333333333333 HuggingFaceTB/SmolLM3-3B,belebele_ell_Grek,5,0.7633333333333333 HuggingFaceTB/SmolLM3-3B,belebele_dan_Latn,5,0.6522222222222223 HuggingFaceTB/SmolLM2-1.7B,include_base_44_lithuanian,0,0.27153558052434457 Qwen/Qwen3-1.7B,belebele_eng_Latn,5,0.8255555555555556 Qwen/Qwen3-1.7B,belebele_hun_Latn,5,0.6733333333333333 HuggingFaceTB/SmolLM3-3B,global_mmlu_full_ro,5,0.451502634952286 HuggingFaceTB/SmolLM2-1.7B,include_base_44_serbian,0,0.28363636363636363 open-sci/open-sci-ref-v0.01-1.7b-nemotron-cc-hq-1T-4096,include_base_44_belarusian,0,0.26 open-sci/open-sci-ref-v0.01-1.7b-nemotron-cc-hq-1T-4096,include_base_44_german,0,0.35251798561151076 HuggingFaceTB/SmolLM2-1.7B,belebele_nld_Latn,5,0.41333333333333333 google/gemma-3-4b-it,global_mmlu_full_sr,5,0.4661016949152542 google/gemma-3-4b-it,global_mmlu_full_ro,5,0.5182310212220481 google/gemma-3-4b-it,include_base_44_north macedonian,0,0.6678765880217786 google/gemma-3-4b-it,include_base_44_hungarian,0,0.41454545454545455 open-sci/open-sci-ref-v0.01-1.7b-nemotron-cc-hq-1T-4096,belebele_hrv_Latn,5,0.27 open-sci/open-sci-ref-v0.01-1.7b-nemotron-cc-hq-1T-4096,include_base_44_serbian,0,0.22545454545454546 HuggingFaceTB/SmolLM2-1.7B,belebele_hrv_Latn,5,0.33666666666666667 Qwen/Qwen3-1.7B,belebele_ita_Latn,5,0.7511111111111111 HuggingFaceTB/SmolLM2-1.7B,include_base_44_basque,0,0.278 google/gemma-3-4b-it,include_base_44_portuguese,0,0.49364791288566245 Qwen/Qwen3-1.7B,include_base_44_hungarian,0,0.37636363636363634 HuggingFaceTB/SmolLM2-1.7B,global_mmlu_full_pt,5,0.3721692066657171 google/gemma-3-4b-it,global_mmlu_full_tr,5,0.4814129041447087 google/gemma-3-4b-it,xcopa,0,0.6247272727272727 HuggingFaceTB/SmolLM3-3B,include_base_44_greek,0,0.41304347826086957 Qwen/Qwen3-1.7B,include_base_44_basque,0,0.316 HuggingFaceTB/SmolLM3-3B,belebele_ces_Latn,5,0.6222222222222222 Qwen/Qwen3-1.7B,global_mmlu_full_sv,5,0.4794188861985472 open-sci/open-sci-ref-v0.01-1.7b-nemotron-cc-hq-1T-4096,belebele_pol_Latn,5,0.28555555555555556 HuggingFaceTB/SmolLM2-1.7B,belebele_pol_Latn,5,0.3288888888888889 Qwen/Qwen3-1.7B,belebele_deu_Latn,5,0.74 HuggingFaceTB/SmolLM2-1.7B,global_mmlu_full_ru,5,0.3166215638797892 HuggingFaceTB/SmolLM2-1.7B,belebele_eng_Latn,5,0.5633333333333334 Qwen/Qwen3-1.7B,belebele_lit_Latn,5,0.6266666666666667 HuggingFaceTB/SmolLM2-1.7B,belebele_deu_Latn,5,0.3933333333333333 google/gemma-3-4b-it,belebele_ces_Latn,5,0.7733333333333333 google/gemma-3-4b-it,include_base_44_croatian,0,0.6236363636363637 HuggingFaceTB/SmolLM2-1.7B,belebele_est_Latn,5,0.2922222222222222 HuggingFaceTB/SmolLM3-3B,belebele_slk_Latn,5,0.5855555555555556 HuggingFaceTB/SmolLM3-3B,include_base_44_north macedonian,0,0.5081669691470054 HuggingFaceTB/SmolLM3-3B,include_base_44_armenian,0,0.2581818181818182 HuggingFaceTB/SmolLM2-1.7B,belebele_fin_Latn,5,0.32 HuggingFaceTB/SmolLM3-3B,belebele_deu_Latn,5,0.8155555555555556 Qwen/Qwen3-1.7B,belebele_ell_Grek,5,0.6688888888888889 HuggingFaceTB/SmolLM2-1.7B,belebele_slv_Latn,5,0.3233333333333333 open-sci/open-sci-ref-v0.01-1.7b-nemotron-cc-hq-1T-4096,global_mmlu_full_ro,5,0.28051559606893606 google/gemma-3-4b-it,global_mmlu_full_de,5,0.5190856003418316 Qwen/Qwen3-1.7B,include_base_44_north macedonian,0,0.5353901996370236 open-sci/open-sci-ref-v0.01-1.7b-nemotron-cc-hq-1T-4096,global_mmlu_full_fr,5,0.32068081469876086 Qwen/Qwen3-1.7B,xcopa,0,0.5750909090909091 open-sci/open-sci-ref-v0.01-1.7b-nemotron-cc-hq-1T-4096,belebele_bul_Cyrl,5,0.3211111111111111 HuggingFaceTB/SmolLM2-1.7B,global_mmlu_full_lt,5,0.29155390969947304 HuggingFaceTB/SmolLM2-1.7B,belebele_lvs_Latn,5,0.33 HuggingFaceTB/SmolLM2-1.7B,global_mmlu_full_el,5,0.2901296111665005 google/gemma-3-4b-it,include_base_44_albanian,0,0.5753176043557169 HuggingFaceTB/SmolLM2-1.7B,include_base_44_dutch,0,0.33030852994555354 HuggingFaceTB/SmolLM2-1.7B,belebele_lit_Latn,5,0.32 HuggingFaceTB/SmolLM2-1.7B,belebele_bul_Cyrl,5,0.3244444444444444 HuggingFaceTB/SmolLM3-3B,include_base_44_belarusian,0,0.24909090909090909 HuggingFaceTB/SmolLM3-3B,global_mmlu_full_uk,5,0.4272183449651047 google/gemma-3-4b-it,include_base_44_bulgarian,0,0.6127272727272727 HuggingFaceTB/SmolLM2-1.7B,include_base_44_azerbaijani,0,0.26094890510948904 open-sci/open-sci-ref-v0.01-1.7b-nemotron-cc-hq-1T-4096,include_base_44_croatian,0,0.25272727272727274 HuggingFaceTB/SmolLM2-1.7B,belebele_spa_Latn,5,0.45666666666666667 HuggingFaceTB/SmolLM2-1.7B,include_base_44_russian,0,0.28442028985507245 HuggingFaceTB/SmolLM3-3B,include_base_44_albanian,0,0.3666061705989111 Qwen/Qwen3-1.7B,global_mmlu_full_tr,5,0.44281441390115367 HuggingFaceTB/SmolLM3-3B,belebele_nld_Latn,5,0.6777777777777778 Qwen/Qwen3-1.7B,include_base_44_azerbaijani,0,0.39233576642335766 google/gemma-3-4b-it,belebele_fin_Latn,5,0.7744444444444445 Qwen/Qwen3-1.7B,global_mmlu_full_sr,5,0.43355647343683235 Qwen/Qwen3-1.7B,global_mmlu_full_en,5,0.6010539809143997 google/gemma-3-4b-it,belebele_hrv_Latn,5,0.7711111111111111 google/gemma-3-4b-it,belebele_bul_Cyrl,5,0.7744444444444445 HuggingFaceTB/SmolLM3-3B,include_base_44_basque,0,0.318 open-sci/open-sci-ref-v0.01-1.7b-nemotron-cc-hq-1T-4096,include_base_44_greek,0,0.25181159420289856 HuggingFaceTB/SmolLM3-3B,global_mmlu_full_el,5,0.480985614584817 HuggingFaceTB/SmolLM2-1.7B,include_base_44_polish,0,0.25364963503649635 HuggingFaceTB/SmolLM3-3B,include_base_44_polish,0,0.34124087591240876 Qwen/Qwen3-1.7B,global_mmlu_full_ru,5,0.5029198119925936 HuggingFaceTB/SmolLM3-3B,global_mmlu_full_tr,5,0.3821392963965247 Qwen/Qwen3-1.7B,include_base_44_ukrainian,0,0.49272727272727274 HuggingFaceTB/SmolLM3-3B,include_base_44_lithuanian,0,0.3389513108614232 open-sci/open-sci-ref-v0.01-1.7b-nemotron-cc-hq-1T-4096,belebele_slv_Latn,5,0.27666666666666667 open-sci/open-sci-ref-v0.01-1.7b-nemotron-cc-hq-1T-4096,include_base_44_ukrainian,0,0.36 Qwen/Qwen3-1.7B,include_base_44_georgian,0,0.314 Qwen/Qwen3-1.7B,include_base_44_estonian,0,0.3705357142857143 Qwen/Qwen3-1.7B,belebele_nld_Latn,5,0.7166666666666667 HuggingFaceTB/SmolLM2-1.7B,belebele_ces_Latn,5,0.33 google/gemma-3-4b-it,belebele_mlt_Latn,5,0.65 HuggingFaceTB/SmolLM2-1.7B,global_mmlu_full_uk,5,0.2947585813986612 HuggingFaceTB/SmolLM3-3B,belebele_bul_Cyrl,5,0.6366666666666667 Qwen/Qwen3-1.7B,belebele_bul_Cyrl,5,0.6966666666666667 open-sci/open-sci-ref-v0.01-1.7b-nemotron-cc-hq-1T-4096,global_mmlu_full_he,5,0.24896738356359494 HuggingFaceTB/SmolLM3-3B,xstorycloze,0,0.6174718729318333 HuggingFaceTB/SmolLM3-3B,xcopa,0,0.5889090909090909 open-sci/open-sci-ref-v0.01-1.7b-nemotron-cc-hq-1T-4096,include_base_44_turkish,0,0.23905109489051096 open-sci/open-sci-ref-v0.01-1.7b-nemotron-cc-hq-1T-4096,belebele_dan_Latn,5,0.30666666666666664 Qwen/Qwen3-1.7B,include_base_44_spanish,0,0.5472727272727272 HuggingFaceTB/SmolLM2-1.7B,belebele_mlt_Latn,5,0.3 google/gemma-3-4b-it,include_base_44_azerbaijani,0,0.40693430656934304 google/gemma-3-4b-it,belebele_dan_Latn,5,0.7888888888888889 open-sci/open-sci-ref-v0.01-1.7b-nemotron-cc-hq-1T-4096,belebele_mlt_Latn,5,0.32222222222222224 open-sci/open-sci-ref-v0.01-1.7b-nemotron-cc-hq-1T-4096,xwinograd,0,0.6983591818386155 google/gemma-3-4b-it,include_base_44_russian,0,0.4782608695652174 google/gemma-3-4b-it,global_mmlu_full_cs,5,0.5044865403788634 google/gemma-3-4b-it,global_mmlu_full_it,5,0.5321179319185301 Qwen/Qwen3-1.7B,belebele_por_Latn,5,0.7644444444444445 Qwen/Qwen3-1.7B,include_base_44_greek,0,0.3713768115942029 google/gemma-3-4b-it,include_base_44_french,0,0.548926014319809 google/gemma-3-4b-it,belebele_lit_Latn,5,0.7366666666666667 open-sci/open-sci-ref-v0.01-1.7b-nemotron-cc-hq-1T-4096,include_base_44_finnish,0,0.24682395644283123 HuggingFaceTB/SmolLM3-3B,global_mmlu_full_fr,5,0.5495655889474433 open-sci/open-sci-ref-v0.01-1.7b-nemotron-cc-hq-1T-4096,belebele_ron_Latn,5,0.31222222222222223 Qwen/Qwen3-1.7B,global_mmlu_full_pt,5,0.5347528842045293 open-sci/open-sci-ref-v0.01-1.7b-nemotron-cc-hq-1T-4096,global_mmlu_full_it,5,0.30366044722973934 open-sci/open-sci-ref-v0.01-1.7b-nemotron-cc-hq-1T-4096,include_base_44_azerbaijani,0,0.2791970802919708 google/gemma-3-4b-it,belebele_spa_Latn,5,0.7722222222222223 open-sci/open-sci-ref-v0.01-1.7b-nemotron-cc-hq-1T-4096,include_base_44_russian,0,0.26992753623188404 Qwen/Qwen3-1.7B,global_mmlu_full_nl,5,0.4950149551345962 open-sci/open-sci-ref-v0.01-1.7b-nemotron-cc-hq-1T-4096,include_base_44_hungarian,0,0.24363636363636362 Qwen/Qwen3-1.7B,belebele_swe_Latn,5,0.73 HuggingFaceTB/SmolLM2-1.7B,include_base_44_georgian,0,0.252 HuggingFaceTB/SmolLM2-1.7B,include_base_44_turkish,0,0.2208029197080292 google/gemma-3-4b-it,global_mmlu_full_sv,5,0.5211508332146418 HuggingFaceTB/SmolLM3-3B,belebele_ita_Latn,5,0.7711111111111111 HuggingFaceTB/SmolLM2-1.7B,include_base_44_north macedonian,0,0.2631578947368421 Qwen/Qwen3-1.7B,belebele_mlt_Latn,5,0.43444444444444447 open-sci/open-sci-ref-v0.01-1.7b-nemotron-cc-hq-1T-4096,belebele_nld_Latn,5,0.3288888888888889 Qwen/Qwen3-1.7B,belebele_pol_Latn,5,0.7244444444444444 HuggingFaceTB/SmolLM2-1.7B,belebele_por_Latn,5,0.4633333333333333 open-sci/open-sci-ref-v0.01-1.7b-nemotron-cc-hq-1T-4096,global_mmlu_full_pl,5,0.25986326734083465 Qwen/Qwen3-1.7B,belebele_fin_Latn,5,0.6155555555555555 HuggingFaceTB/SmolLM3-3B,global_mmlu_full_nl,5,0.4615439396097422 HuggingFaceTB/SmolLM3-3B,belebele_slv_Latn,5,0.49666666666666665 google/gemma-3-4b-it,include_base_44_belarusian,0,0.2872727272727273 HuggingFaceTB/SmolLM2-1.7B,belebele_slk_Latn,5,0.32222222222222224 Qwen/Qwen3-1.7B,include_base_44_armenian,0,0.3054545454545455 open-sci/open-sci-ref-v0.01-1.7b-nemotron-cc-hq-1T-4096,belebele_swe_Latn,5,0.33444444444444443 HuggingFaceTB/SmolLM3-3B,global_mmlu_full_es,5,0.551345962113659 HuggingFaceTB/SmolLM3-3B,include_base_44_russian,0,0.4492753623188406 HuggingFaceTB/SmolLM2-1.7B,global_mmlu_full_nl,5,0.3525851018373451 google/gemma-3-4b-it,include_base_44_turkish,0,0.5237226277372263 google/gemma-3-4b-it,belebele_eng_Latn,5,0.8555555555555555 google/gemma-3-4b-it,belebele_swe_Latn,5,0.7955555555555556 HuggingFaceTB/SmolLM2-1.7B,global_mmlu_full_cs,5,0.31932773109243695 HuggingFaceTB/SmolLM3-3B,include_base_44_turkish,0,0.3795620437956204 HuggingFaceTB/SmolLM2-1.7B,include_base_44_greek,0,0.2554347826086957 HuggingFaceTB/SmolLM2-1.7B,include_base_44_albanian,0,0.2613430127041742 Qwen/Qwen3-1.7B,include_base_44_portuguese,0,0.4791288566243194 HuggingFaceTB/SmolLM3-3B,global_mmlu_full_lt,5,0.3356359492949722 open-sci/open-sci-ref-v0.01-1.7b-nemotron-cc-hq-1T-4096,belebele_slk_Latn,5,0.3233333333333333 HuggingFaceTB/SmolLM3-3B,include_base_44_portuguese,0,0.5045372050816697 Qwen/Qwen3-1.7B,include_base_44_french,0,0.48448687350835323 Qwen/Qwen3-1.7B,belebele_slk_Latn,5,0.6788888888888889 google/gemma-3-4b-it,include_base_44_spanish,0,0.5690909090909091 open-sci/open-sci-ref-v0.01-1.7b-nemotron-cc-hq-1T-4096,global_mmlu_full_nl,5,0.2975359635379576 Qwen/Qwen3-1.7B,global_mmlu_full_it,5,0.5266343825665859 google/gemma-3-4b-it,include_base_44_basque,0,0.356 HuggingFaceTB/SmolLM3-3B,global_mmlu_full_de,5,0.5394530693633386 Qwen/Qwen3-1.7B,belebele_ces_Latn,5,0.71 open-sci/open-sci-ref-v0.01-1.7b-nemotron-cc-hq-1T-4096,belebele_lit_Latn,5,0.30333333333333334 HuggingFaceTB/SmolLM2-1.7B,include_base_44_french,0,0.3317422434367542 open-sci/open-sci-ref-v0.01-1.7b-nemotron-cc-hq-1T-4096,include_base_44_georgian,0,0.258 google/gemma-3-4b-it,include_base_44_ukrainian,0,0.5836363636363636 HuggingFaceTB/SmolLM3-3B,belebele_hun_Latn,5,0.48 HuggingFaceTB/SmolLM2-1.7B,include_base_44_german,0,0.3381294964028777 open-sci/open-sci-ref-v0.01-1.7b-nemotron-cc-hq-1T-4096,global_mmlu_full_sv,5,0.2956843754450933 HuggingFaceTB/SmolLM2-1.7B,global_mmlu_full_fr,5,0.3785785500640934 HuggingFaceTB/SmolLM2-1.7B,include_base_44_belarusian,0,0.2672727272727273 open-sci/open-sci-ref-v0.01-1.7b-nemotron-cc-hq-1T-4096,xstorycloze,0,0.515071295349257 HuggingFaceTB/SmolLM3-3B,include_base_44_ukrainian,0,0.46545454545454545 HuggingFaceTB/SmolLM3-3B,belebele_spa_Latn,5,0.7955555555555556 HuggingFaceTB/SmolLM3-3B,include_base_44_german,0,0.43884892086330934 open-sci/open-sci-ref-v0.01-1.7b-nemotron-cc-hq-1T-4096,include_base_44_north macedonian,0,0.2395644283121597 google/gemma-3-4b-it,belebele_slk_Latn,5,0.7811111111111111 HuggingFaceTB/SmolLM2-1.7B,include_base_44_finnish,0,0.279491833030853 HuggingFaceTB/SmolLM3-3B,global_mmlu_full_pl,5,0.4150405925081897 google/gemma-3-4b-it,include_base_44_polish,0,0.4635036496350365 open-sci/open-sci-ref-v0.01-1.7b-nemotron-cc-hq-1T-4096,xcopa,0,0.518 open-sci/open-sci-ref-v0.01-1.7b-nemotron-cc-hq-1T-4096,include_base_44_bulgarian,0,0.27090909090909093 Qwen/Qwen3-1.7B,include_base_44_russian,0,0.4746376811594203 Qwen/Qwen3-1.7B,belebele_ron_Latn,5,0.72 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