test

README.md

@@ -1,12 +1,101 @@
 ---
-license: miT
-languages: en
-tags:
-- exbert
-bigbang: 54.6
+
+language: eo
+
+thumbnail: https://huggingface.co/blog/assets/01_how-to-train/EsperBERTo-thumbnail-v2.png
+
+widget:
+
+- text: "Jen la komenco de bela <mask>."
+
+- text: "Uno du <mask>"
+
+- text: "Jen finiĝas bela <mask>."
+
 ---
-# README
 
-Number[psor]=+Sing22~~éê$$
-ææER
+# EsperBERTo: RoBERTa-like Language model trained on Esperanto
+
+**Companion model to blog post https://huggingface.co/blog/how-to-train** 🔥
+
+## Training Details
+
+- current checkpoint: 566000
+
+- machine name: `galinette`
+
+![](https://huggingface.co/blog/assets/01_how-to-train/EsperBERTo-thumbnail-v2.png)
+
+## Example pipeline
+
+```python
+
+from transformers import pipeline
+
+fill_mask = pipeline(
+
+    "fill-mask",
+
+    model="julien-c/EsperBERTo-small",
+
+    tokenizer="julien-c/EsperBERTo-small"
+
+)
+
+fill_mask("Jen la komenco de bela <mask>.")
+
+# This is the beginning of a beautiful <mask>.
+
+# =>
+
+# {
+
+#     'score':0.06502299010753632
+
+#     'sequence':'<s> Jen la komenco de bela vivo.</s>'
+
+#     'token':1099
+
+# }
+
+# {
+
+#     'score':0.0421181358397007
+
+#     'sequence':'<s> Jen la komenco de bela vespero.</s>'
+
+#     'token':5100
+
+# }
+
+# {
+
+#     'score':0.024884626269340515
+
+#     'sequence':'<s> Jen la komenco de bela laboro.</s>'
+
+#     'token':1570
+
+# }
+
+# {
+
+#     'score':0.02324388362467289
+
+#     'sequence':'<s> Jen la komenco de bela tago.</s>'
+
+#     'token':1688
+
+# }
+
+# {
+
+#     'score':0.020378097891807556
+
+#     'sequence':'<s> Jen la komenco de bela festo.</s>'
+
+#     'token':4580
+
+# }
 
+```