Twi (tw) 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 sizetwwiki sample
original macedonia mmrahy0 b0dwa fie kesie abadwemfɔɔ nam oman no mmra a 0fa sukuu ho so na wɔdi bue sukuu yi wɔ afe apem aduonu wɔtwe (0000) mu . adesuafoɔ a
onini no buee n'anum, aku nyaa akokoduro de ne nsa sin no hyεε n'anum. onini no kaa nano too mu bεyɛ sima kakra na ɔsan buee n'anum. aku yii ne nsa fi
asantehene: asantehene a, ote asika dwa kokoo soo, ebeye mfie edu nie na obedii ne wofa, otumfuo opoku ware oto so mmienu adee. asanteman do won ahenf
1000 ▁macedonia ▁mm ra hy 0 ▁b 0 dwa ▁fie ▁k esie ▁aba d w em f ɔ ɔ ▁na m ▁oman ▁no ▁mm ra ▁a ▁0 fa ▁sukuu ▁ho ▁so ▁na ▁wɔ di ▁b ue ▁sukuu ▁yi ▁wɔ ▁afe ▁apem ▁aduon u ▁wɔ twe ▁( 0000 ) ▁mu ▁. ▁adesua foɔ ▁a
▁onini ▁no ▁bu ee ▁n ' anum , ▁aku ▁nyaa ▁ak o ko d uro ▁de ▁ne ▁nsa ▁s in ▁no ▁hy εε ▁n ' anum . ▁onini ▁no ▁kaa ▁nan o ▁too ▁mu ▁b ε yɛ ▁si ma ▁ka kra ▁na ▁ɔ san ▁bu ee ▁n ' anum . ▁aku ▁yi i ▁ne ▁nsa ▁fi
▁asantehene : ▁asantehene ▁a , ▁o te ▁asi ka ▁dwa ▁ko ko o ▁so o , ▁e be ye ▁m fie ▁edu ▁n ie ▁na ▁o be dii ▁ne ▁wo fa , ▁o tum fuo ▁o po ku ▁w are ▁o to ▁so ▁mmienu ▁ad ee . ▁asanteman ▁do ▁won ▁ahen f
3000 ▁macedonia ▁mmra hy 0 ▁b 0 dwa ▁fie ▁kesie ▁aba dwemfɔɔ ▁nam ▁oman ▁no ▁mmra ▁a ▁0 fa ▁sukuu ▁ho ▁so ▁na ▁wɔdi ▁bue ▁sukuu ▁yi ▁wɔ ▁afe ▁apem ▁aduonu ▁wɔtwe ▁( 0000) ▁mu ▁. ▁adesua foɔ ▁a
▁onini ▁no ▁buee ▁n ' anum , ▁aku ▁nyaa ▁ak okod uro ▁de ▁ne ▁nsa ▁sin ▁no ▁hy εε ▁n ' anum . ▁onini ▁no ▁kaa ▁nano ▁too ▁mu ▁b ε yɛ ▁sima ▁kakra ▁na ▁ɔsan ▁buee ▁n ' anum . ▁aku ▁yii ▁ne ▁nsa ▁fi
▁asantehene : ▁asantehene ▁a , ▁ote ▁asika ▁dwa ▁kokoo ▁soo , ▁ebeye ▁mfie ▁edu ▁nie ▁na ▁o bedii ▁ne ▁wofa , ▁otumfuo ▁opoku ▁ware ▁oto ▁so ▁mmienu ▁adee . ▁asanteman ▁do ▁won ▁ahen f
5000 ▁macedonia ▁mmrahy 0 ▁b 0 dwa ▁fie ▁kesie ▁abadwemfɔɔ ▁nam ▁oman ▁no ▁mmra ▁a ▁0 fa ▁sukuu ▁ho ▁so ▁na ▁wɔdi ▁bue ▁sukuu ▁yi ▁wɔ ▁afe ▁apem ▁aduonu ▁wɔtwe ▁(0000) ▁mu ▁. ▁adesuafoɔ ▁a
▁onini ▁no ▁buee ▁n ' anum , ▁aku ▁nyaa ▁akokoduro ▁de ▁ne ▁nsa ▁sin ▁no ▁hy εε ▁n ' anum . ▁onini ▁no ▁kaa ▁nano ▁too ▁mu ▁b ε yɛ ▁sima ▁kakra ▁na ▁ɔsan ▁buee ▁n ' anum . ▁aku ▁yii ▁ne ▁nsa ▁fi
▁asantehene : ▁asantehene ▁a , ▁ote ▁asika ▁dwa ▁kokoo ▁soo , ▁ebeye ▁mfie ▁edu ▁nie ▁na ▁obedii ▁ne ▁wofa , ▁otumfuo ▁opoku ▁ware ▁oto ▁so ▁mmienu ▁adee . ▁asanteman ▁do ▁won ▁ahen f