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| | accuracy | bits | clip | dataset | method | model | params | peak_mem_alloc_mb | peak_mem_reserv_mb | perplexity | time_ms | wer | |---:|-----------:|-------:|-------:|:----------|:---------|:----------|:----------|--------------------:|---------------------:|-------------:|----------:|------:| | 0 | 0.3642 | 4 | 0 | wikitext | ao_woq | tinyllama | fixed | 741.693 | 866.124 | 7.0431 | 17.2735 | 0 | | 1 | 0.3771 | 8 | 0 | wikitext | ao_woq | tinyllama | fixed | 1631.73 | 1988.1 | 6.606 | 15.4647 | 0 | | 2 | 0 | 4 | 0 | wikitext | comb_2 | tinyllama | nlr_t_cos | 1895.56 | 2157.97 | 1.1107 | 19.5068 | 0 | | 3 | 0 | 5 | 0 | wikitext | comb_2 | tinyllama | nlr_t_cos | 1895.56 | 2157.97 | 1.1107 | 19.5068 | 0 | | 4 | 0 | 6 | 0 | wikitext | comb_2 | tinyllama | nlr_t_cos | 1895.56 | 2157.97 | 1.1107 | 19.5068 | 0 | | 5 | 0 | 7 | 0 | wikitext | comb_2 | tinyllama | nlr_t_cos | 1895.56 | 2157.97 | 1.1107 | 19.5068 | 0 | | 6 | 0 | 8 | 0 | wikitext | comb_2 | tinyllama | nlr_t_cos | 1895.56 | 2157.97 | 1.1107 | 19.5068 | 0 | | 7 | 0 | 4 | 0 | wikitext | comb_6 | tinyllama | nlr_t_cos | 1895.56 | 2157.97 | 1.1093 | 25.9515 | 0 | | 8 | 0 | 5 | 0 | wikitext | comb_6 | tinyllama | nlr_t_cos | 1895.56 | 2157.97 | 1.1093 | 25.9515 | 0 | | 9 | 0 | 6 | 0 | wikitext | comb_6 | tinyllama | nlr_t_cos | 1895.56 | 2157.97 | 1.1093 | 25.9515 | 0 | | 10 | 0 | 7 | 0 | wikitext | comb_6 | tinyllama | nlr_t_cos | 1895.56 | 2157.97 | 1.1093 | 25.9515 | 0 | | 11 | 0 | 8 | 0 | wikitext | comb_6 | tinyllama | nlr_t_cos | 1895.56 | 2157.97 | 1.1093 | 25.9515 | 0 | | 12 | 0.3767 | 8 | 0 | wikitext | comb_15 | tinyllama | nlr_t_cos | 1896.03 | 2157.97 | 6.6488 | 15.3549 | 0 | | 13 | 0.3749 | 6 | 0 | wikitext | comb_15 | tinyllama | nlr_t_cos | 1896.03 | 2157.97 | 6.8206 | 15.4001 | 0 | | 14 | 0.3737 | 7 | 0 | wikitext | comb_15 | tinyllama | nlr_t_cos | 1896.03 | 2157.97 | 6.7513 | 15.4545 | 0 | | 15 | 0.3492 | 5 | 0 | wikitext | comb_15 | tinyllama | nlr_t_cos | 1896.03 | 2157.97 | 7.5944 | 15.5094 | 0 | | 16 | 0.3253 | 4 | 0 | wikitext | comb_15 | tinyllama | nlr_t_cos | 1896.03 | 2157.97 | 8.2924 | 80.3133 | 0 | | 17 | 0.3676 | 5 | 0 | wikitext | woq | tinyllama | fixed | 1896.11 | 2160.07 | 6.9663 | 15.7181 | 0 | | 18 | 0.3763 | 7 | 0 | wikitext | woq | tinyllama | fixed | 1896.11 | 2160.07 | 6.6633 | 16.2632 | 0 | | 19 | 0.3786 | 6 | 0 | wikitext | woq | tinyllama | fixed | 1896.11 | 2160.07 | 6.5016 | 16.3191 | 0 | | 20 | 0.3773 | 8 | 0 | wikitext | woq | tinyllama | fixed | 1896.11 | 2160.07 | 6.6048 | 16.5223 | 0 | | 21 | 0.347 | 4 | 0 | wikitext | woq | tinyllama | fixed | 1896.11 | 2160.07 | 7.6554 | 16.6313 | 0 | | 22 | 0 | 4 | 0 | wikitext | comb_16 | tinyllama | nlr_t_cos | 1897.39 | 2160.07 | 1.1098 | 27.2993 | 0 | | 23 | 0 | 5 | 0 | wikitext | comb_16 | tinyllama | nlr_t_cos | 1897.39 | 2160.07 | 1.1098 | 27.2993 | 0 | | 24 | 0 | 6 | 0 | wikitext | comb_16 | tinyllama | nlr_t_cos | 1897.39 | 2160.07 | 1.1098 | 27.2993 | 0 | | 25 | 0 | 7 | 0 | wikitext | comb_16 | tinyllama | nlr_t_cos | 1897.39 | 2160.07 | 1.1098 | 27.2993 | 0 | | 26 | 0.2252 | 8 | 0 | wikitext | comb_16 | tinyllama | nlr_t_cos | 1897.87 | 2160.07 | 14.0465 | 27.6178 | 0 | | 27 | 0.3526 | 5 | 0 | wikitext | comb_1 | tinyllama | nlr_t_cos | 1897.87 | 2160.07 | 7.4643 | 27.6184 | 0 | | 28 | 0.3735 | 6 | 0 | wikitext | comb_18 | tinyllama | nlr_t_cos | 1897.87 | 2160.07 | 6.7964 | 27.6345 | 0 | | 29 | 0.3768 | 8 | 0 | wikitext | comb_11 | tinyllama | nlr_t_cos | 1897.87 | 2160.07 | 6.6563 | 27.649 | 0 | | 30 | 0.3237 | 4 | 0 | wikitext | comb_1 | tinyllama | nlr_t_cos | 1897.87 | 2160.07 | 8.3196 | 27.6514 | 0 | | 31 | 0.3746 | 7 | 0 | wikitext | comb_18 | tinyllama | nlr_t_cos | 1897.87 | 2160.07 | 6.7204 | 27.6524 | 0 | | 32 | 0.3762 | 8 | 0 | wikitext | comb_18 | tinyllama | nlr_t_cos | 1897.87 | 2160.07 | 6.6303 | 27.6891 | 0 | | 33 | 0.3276 | 4 | 0 | wikitext | comb_17 | tinyllama | nlr_t_cos | 1897.87 | 2160.07 | 8.2299 | 27.6896 | 0 | | 34 | 0.3765 | 8 | 0 | wikitext | comb_1 | tinyllama | nlr_t_cos | 1897.87 | 2160.07 | 6.6613 | 27.6995 | 0 | | 35 | 0.3484 | 5 | 0 | wikitext | comb_18 | tinyllama | nlr_t_cos | 1897.87 | 2160.07 | 7.6474 | 27.7109 | 0 | | 36 | 0.1063 | 4 | 0 | wikitext | comb_11 | tinyllama | nlr_t_cos | 1897.87 | 2160.07 | 30.0706 | 27.7636 | 0 | | 37 | 0.3747 | 6 | 0 | wikitext | comb_17 | tinyllama | nlr_t_cos | 1897.87 | 2160.07 | 6.8136 | 27.7849 | 0 | | 38 | 0.3753 | 6 | 0 | wikitext | comb_11 | tinyllama | nlr_t_cos | 1897.87 | 2160.07 | 6.8065 | 27.7915 | 0 | | 39 | 0.3208 | 4 | 0 | wikitext | comb_18 | tinyllama | nlr_t_cos | 1897.87 | 2160.07 | 8.3868 | 27.8041 | 0 | | 40 | 0.3751 | 6 | 0 | wikitext | comb_1 | tinyllama | nlr_t_cos | 1897.87 | 2160.07 | 6.7923 | 27.8677 | 0 | | 41 | 0.357 | 5 | 0 | wikitext | comb_11 | tinyllama | nlr_t_cos | 1897.87 | 2160.07 | 7.2843 | 27.8722 | 0 | | 42 | 0.3721 | 7 | 0 | wikitext | comb_17 | tinyllama | nlr_t_cos | 1897.87 | 2160.07 | 6.7716 | 27.875 | 0 | | 43 | 0.3725 | 8 | 0 | wikitext | comb_17 | tinyllama | nlr_t_cos | 1897.87 | 2160.07 | 6.6731 | 27.9162 | 0 | | 44 | 0.3732 | 7 | 0 | wikitext | comb_11 | tinyllama | nlr_t_cos | 1897.87 | 2160.07 | 6.7253 | 27.9401 | 0 | | 45 | 0.3206 | 4 | 0 | wikitext | comb_5 | tinyllama | nlr_t_cos | 1897.87 | 2160.07 | 8.4672 | 34.8266 | 0 | | 46 | 0.3767 | 8 | 0 | wikitext | comb_5 | tinyllama | nlr_t_cos | 1897.87 | 2160.07 | 6.6429 | 34.8665 | 0 | | 47 | 0.3473 | 5 | 0 | wikitext | comb_5 | tinyllama | nlr_t_cos | 1897.87 | 2160.07 | 7.6466 | 34.8677 | 0 | | 48 | 0.3737 | 6 | 0 | wikitext | comb_5 | tinyllama | nlr_t_cos | 1897.87 | 2160.07 | 6.7876 | 34.8879 | 0 | | 49 | 0.3746 | 7 | 0 | wikitext | comb_5 | tinyllama | nlr_t_cos | 1897.87 | 2160.07 | 6.771 | 34.9836 | 0 | | 50 | 0.3753 | 7 | 0 | wikitext | comb_1 | tinyllama | nlr_t_cos | 1897.87 | 2160.07 | 6.7818 | 92.7924 | 0 | | 51 | 0.3546 | 5 | 0 | wikitext | comb_17 | tinyllama | nlr_t_cos | 1897.87 | 2160.07 | 7.3731 | 164.897 | 0 | | 52 | 0 | 4 | 0 | wikitext | comb_14 | tinyllama | nlr_t_cos | 1381.17 | 2487.22 | 1.122 | 0.3062 | 0 | | 53 | 0 | 5 | 0 | wikitext | comb_14 | tinyllama | nlr_t_cos | 1381.17 | 2487.22 | 1.122 | 0.3062 | 0 | | 54 | 0 | 6 | 0 | wikitext | comb_14 | tinyllama | nlr_t_cos | 1381.17 | 2487.22 | 1.122 | 0.3062 | 0 | | 55 | 0 | 7 | 0 | wikitext | comb_14 | tinyllama | nlr_t_cos | 1381.17 | 2487.22 | 1.122 | 0.3062 | 0 | | 56 | 0 | 8 | 0 | wikitext | comb_14 | tinyllama | nlr_t_cos | 1381.17 | 2487.22 | 1.122 | 0.3062 | 0 | | 57 | 0.3781 | 32 | 0 | wikitext | base | tinyllama | ---- | 4470.55 | 4485.81 | 6.596 | 11.8021 | 0 | |