Update README.md

README.md

@@ -36,8 +36,60 @@ Text generation is currently able to support a range of creative writing tasks i
 
 Pleias-360m-Preview has been successfully adapted for continuous pretraining and full-fine-tuning on document processing tasks such as RAG, translation or OCR correction. Given the small size of the model we do not recommend fine-tuning methods based on LORA.
 
-## Inference example:
+## Examples
+With only 360 million parameters, Pleias-360m-Preview is able to generate literary texts in multiple languages:
 
+English poetry:
+
+<blockquote>
+<b>Saturn is fallen, am I too to fall?
+Am I to leave this haven of my rest,
+This cradle of my glory, this soft clime,
+This calm luxuriance of blissful light,</b>
+And the sweetness that was not in me?
+I have been a slave and an enemy.
+The world has made me its prey ; it's wrong;
+It's cruelty! It's madness! — but you know
+That all things are good for one man or another :
+You see how he can be happy without them:
+He cannot be miserable unless they come
+To his heart with their own poisonous breaths.
+But if there were no other way left us,
+We should never find our happiness again.
+If we could only live on earth alone,
+With nothing else about us than ourselves,
+Our very being would become more real.
+There must be some other place where we may
+Live happily as before, and enjoy life
+As well as now. But what shall we do here?
+What will happen when we die? What will hap-
+                                  [pen then?
+When death comes, let him who knows the end
+</blockquote>
+
+French classic play with the 17th century writing style (including the long s)
+
+<blockquote>
+<b>Helas! pour mon malheur ie l’ay trop écouté.
+Ie n’ay point du ſilence affecté le myſtère.
+Ie croyois ſans péril pouuoir eſtre ſincere.
+Et ſans armer mes yeux d’vn moment de rigueur,</b>
+Je ne voy pas que ce foit vn crime à la nature:
+Mais je vous prie, qu'on me donne quelque recompenſe :
+Pourquoy donc auec tant de gloire &c en vne heure?
+Cela fait voir bien clairement que ma defpenfe
+Eft plus grande que celle des autres hommes ;
+Car il eft certain que les Princes font moins heureux;
+Que ceux qui ont eu leur vie par leurs mains confacrée.
+Il y a deux fortes de perfonnes dans le monde :
+Les uns fe nomment gens de lettres ou de prouefleurz,
+Dont on dit que c'eft eux-mesme qui nous donnent tousjours
+Leur efprit & leur cœur aux affaires publiques ;
+Ainfi ils s'appellent gens de cour, comme fi cela
+N'eſtoit autre chofe que ces grands Seigneurs qui gouuernenc
+L'Etat,&qui ſe conferuent toujours avec honneur.
+Ils font fort peu de choſes fans ambition ;
+</blockquote>
 
 ## Training
 Pleias-360m-Preview was fully pretrained at Jean Zay on 64 h100s for 46 hours with Nanotron, the pretraining library from HuggingFace. We provide the complete settings as a yaml file as part of our release.