Rundi (rn) subword embeddings

Vocab size vocab model 25 dim 50 dim 100 dim 200 dim 300 dim
1000 vocab model txt | bin
bokeh | umap | matrix
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bokeh | umap | matrix
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bokeh | umap | matrix
txt | bin
bokeh | umap | matrix
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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
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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 sizernwiki sample
original iyo mibiri ifise iforoma riteye nk’ukwezi irashobora gufatana hanyuma igaca izibira uturingoti duto twa maraso, iyo umuntu yanduye indwara, aca ya ma
''polystachya maculata'' ''polystachya maculata'' ni gutera. * abavandimwe: ''polystachya'' <- ''orchidaceae''. * igihugu: uburundi. ---- * inkenuzo:
sahwānyá ní ijāmbo rihwānyá amajāmbo asāngíye ubwôko cânké ingīngo zibiri mu ryŭngāne. ziri ubwôko butatu:
1000 ▁iyo ▁mi biri ▁i fise ▁i f o ro ma ▁ri te ye ▁nk ’ u k we zi ▁i ra shobora ▁gu fa t ana ▁hanyuma ▁i ga ca ▁i zi bira ▁u tu rin go ti ▁du to ▁t wa ▁ma raso , ▁iyo ▁umuntu ▁y an du ye ▁indwara , ▁a ca ▁ya ▁ma
▁'' po ly sta ch ya ▁ma cu la ta '' ▁'' po ly sta ch ya ▁ma cu la ta '' ▁ni ▁gutera . ▁* ▁aba v andi mwe : ▁'' po ly sta ch ya '' ▁ < - ▁'' orchi da cea e ''. ▁* ▁igihugu : ▁uburundi . ▁- - - - ▁* ▁inken u zo :
▁sa h w ā ny á ▁ní ▁ijāmbo ▁ri h w ā ny á ▁ama jāmbo ▁a s ā ng í ye ▁ub w ô ko ▁cânké ▁ing ī n go ▁zi biri ▁mu ▁ry ŭ ng ā ne . ▁zi ri ▁ub w ô ko ▁bu tatu :
3000 ▁iyo ▁mi biri ▁ifise ▁i fo ro ma ▁ri teye ▁nk ’ ukwezi ▁ira shobora ▁gu fa t ana ▁hanyuma ▁iga ca ▁izi bira ▁uturingoti ▁duto ▁twa ▁maraso , ▁iyo ▁umuntu ▁y andu ye ▁indwara , ▁aca ▁ya ▁ma
▁'' polysta chya ▁ma culata '' ▁'' polysta chya ▁ma culata '' ▁ni ▁gutera . ▁* ▁abavandimwe : ▁'' polysta chya '' ▁<- ▁'' orchidaceae ''. ▁* ▁igihugu : ▁uburundi . ▁---- ▁* ▁inkenuzo :
▁sah wānyá ▁ní ▁ijāmbo ▁ri h wānyá ▁ama jāmbo ▁a s āng í ye ▁ubwôko ▁cânké ▁ing ī ngo ▁zibiri ▁mu ▁ry ŭ ng ā ne . ▁ziri ▁ubwôko ▁bu tatu :
5000 ▁iyo ▁mi biri ▁ifise ▁i foroma ▁ri teye ▁nk ’ ukwezi ▁irashobora ▁gu fa t ana ▁hanyuma ▁iga ca ▁izi bira ▁uturingoti ▁duto ▁twa ▁maraso , ▁iyo ▁umuntu ▁y anduye ▁indwara , ▁aca ▁ya ▁ma
▁'' polystachya ▁maculata '' ▁'' polystachya ▁maculata '' ▁ni ▁gutera . ▁* ▁abavandimwe : ▁'' polystachya '' ▁<- ▁'' orchidaceae ''. ▁* ▁igihugu : ▁uburundi . ▁---- ▁* ▁inkenuzo :
▁sahwānyá ▁ní ▁ijāmbo ▁ri h wānyá ▁amajāmbo ▁a sāngíye ▁ubwôko ▁cânké ▁ingīngo ▁zibiri ▁mu ▁ry ŭ ng ā ne . ▁ziri ▁ubwôko ▁bu tatu :