Tonga (Tonga Islands) (to) subword embeddings

Vocab size vocab model 25 dim 50 dim 100 dim 200 dim 300 dim
1000 vocab model txt | bin
bokeh | umap | matrix
txt | bin
bokeh | umap | matrix
txt | bin
bokeh | umap | matrix
txt | bin
bokeh | umap | matrix
txt | bin
bokeh | umap | matrix
3000 vocab model txt | bin
bokeh | umap | matrix
txt | bin
bokeh | umap | matrix
txt | bin
bokeh | umap | matrix
txt | bin
bokeh | umap | matrix
txt | bin
bokeh | umap | matrix
5000 vocab model txt | bin
bokeh | umap | matrix
txt | bin
bokeh | umap | matrix
txt | bin
bokeh | umap | matrix
txt | bin
bokeh | umap | matrix
txt | bin
bokeh | umap | matrix

Embedding matrix plots

Training corpus sample, encoded with different BPE vocabulary sizes

Vocab sizetowiki sample
original ko e lea fakatonga ʻoku ʻilo ʻe he kakai tonga ʻe tokotaha kilu tupu mo e kakai tonga nofo ʻi nuʻu sila, ʻamelika mo e hā fua, ʻe tokolahi mano tupu.
the development stages of the kakala flowers have been named. different authorities have different lists however. #fatakau, the flowerbud is absolutel
ko lavelua ko hono huafa, ʻa ia ko e lavelua ʻuluaki ia. *🔗 *talanoa ki ʻuvea; pātele henquel (lea fakaʻuvea, isbn 0000000000), lose miller helu (lea
1000 ▁ko ▁e ▁lea ▁fakatonga ▁ʻ oku ▁ʻ ilo ▁ʻ e ▁he ▁kakai ▁tonga ▁ʻ e ▁tokotaha ▁ki lu ▁tupu ▁mo ▁e ▁kakai ▁tonga ▁nofo ▁ʻ i ▁nu ʻ u ▁si la , ▁ʻ ame lika ▁mo ▁e ▁hā ▁fua , ▁ʻ e ▁toko lahi ▁ma no ▁tupu .
▁the ▁de ve lo p me nt ▁sta g es ▁of ▁the ▁kakala ▁f lowers ▁have ▁be en ▁name d . ▁di f f ere nt ▁a ut ho ri ti es ▁have ▁di f f ere nt ▁li st s ▁ho we ver . ▁# fa t akau , ▁the ▁f low er b u d ▁is ▁a b so lu te l
▁ko ▁la ve lu a ▁ko ▁hono ▁h ua fa , ▁ʻ a ▁ia ▁ko ▁e ▁la ve lu a ▁ʻ uluaki ▁ia . ▁*🔗 ▁* tala n oa ▁ki ▁ʻ uvea ; ▁pā te le ▁he n q ue l ▁( lea ▁faka ʻ uvea , ▁isbn ▁0000 0000 00 ), ▁lo se ▁mi lle r ▁he lu ▁( lea
3000 ▁ko ▁e ▁lea ▁fakatonga ▁ʻ oku ▁ʻ ilo ▁ʻ e ▁he ▁kakai ▁tonga ▁ʻ e ▁tokotaha ▁ki lu ▁tupu ▁mo ▁e ▁kakai ▁tonga ▁nofo ▁ʻ i ▁nu ʻ u ▁sila , ▁ʻ amelika ▁mo ▁e ▁hā ▁fua , ▁ʻ e ▁tokolahi ▁mano ▁tupu .
▁the ▁de ve lo p ment ▁sta ges ▁of ▁the ▁kakala ▁flowers ▁have ▁been ▁named . ▁different ▁a ut ho riti es ▁have ▁different ▁li sts ▁however . ▁# fa t akau , ▁the ▁flower bu d ▁is ▁ab so lu tel
▁ko ▁lave lua ▁ko ▁hono ▁huafa , ▁ʻ a ▁ia ▁ko ▁e ▁lave lua ▁ʻ uluaki ▁ia . ▁*🔗 ▁* tala noa ▁ki ▁ʻ uvea ; ▁pā tele ▁he n que l ▁( lea ▁faka ʻ uvea , ▁isbn ▁0000 0000 00 ), ▁lo se ▁mi lle r ▁helu ▁( lea
5000 ▁ko ▁e ▁lea ▁fakatonga ▁ʻ oku ▁ʻ ilo ▁ʻ e ▁he ▁kakai ▁tonga ▁ʻ e ▁tokotaha ▁ki lu ▁tupu ▁mo ▁e ▁kakai ▁tonga ▁nofo ▁ʻ i ▁nu ʻ u ▁sila , ▁ʻ amelika ▁mo ▁e ▁hā ▁fua , ▁ʻ e ▁tokolahi ▁mano ▁tupu .
▁the ▁de velo p ment ▁sta ges ▁of ▁the ▁kakala ▁flowers ▁have ▁been ▁named . ▁different ▁a ut ho riti es ▁have ▁different ▁li sts ▁however . ▁# fa t akau , ▁the ▁flower bu d ▁is ▁ab so lu tel
▁ko ▁lavelua ▁ko ▁hono ▁huafa , ▁ʻ a ▁ia ▁ko ▁e ▁lavelua ▁ʻ uluaki ▁ia . ▁*🔗 ▁* tala noa ▁ki ▁ʻ uvea ; ▁pātele ▁hen que l ▁( lea ▁faka ʻ uvea , ▁isbn ▁0000 000000 ), ▁lose ▁mi ller ▁helu ▁( lea