Duplicate from julien-c/EsperBERTo-small-pos

Co-authored-by: Julien Chaumond <julien-c@users.noreply.huggingface.co>

.gitattributes

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+*.lfs.* filter=lfs diff=lfs merge=lfs -text
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+*.onnx filter=lfs diff=lfs merge=lfs -text
+*.msgpack filter=lfs diff=lfs merge=lfs -text
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README.md

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+---
+language: eo
+thumbnail: https://huggingface.co/blog/assets/01_how-to-train/EsperBERTo-thumbnail-v2.png
+widget:
+- text: Mi estas viro kej estas tago varma.
+duplicated_from: julien-c/EsperBERTo-small-pos
+---
+
+# 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 TokenClassificationPipeline, pipeline
+
+
+MODEL_PATH = "./models/EsperBERTo-small-pos/"
+
+nlp = pipeline(
+    "ner",
+    model=MODEL_PATH,
+    tokenizer=MODEL_PATH,
+)
+# or instantiate a TokenClassificationPipeline directly.
+
+nlp("Mi estas viro kej estas tago varma.")
+
+# {'entity': 'PRON', 'score': 0.9979867339134216, 'word': ' Mi'}
+# {'entity': 'VERB', 'score': 0.9683094620704651, 'word': ' estas'}
+# {'entity': 'VERB', 'score': 0.9797462821006775, 'word': ' estas'}
+# {'entity': 'NOUN', 'score': 0.8509314060211182, 'word': ' tago'}
+# {'entity': 'ADJ', 'score': 0.9996201395988464, 'word': ' varma'}
+```

config.json

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+    "RobertaForTokenClassification"
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+  "eos_token_id": 2,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "O",
+    "1": "NOUN",
+    "2": "ADJ",
+    "3": "ADV",
+    "4": "VERB",
+    "5": "PRON"
+  },
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+  "intermediate_size": 3072,
+  "label2id": {
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+    "ADV": 3,
+    "NOUN": 1,
+    "O": 0,
+    "PRON": 5,
+    "VERB": 4
+  },
+  "layer_norm_eps": 1e-05,
+  "max_position_embeddings": 514,
+  "model_type": "roberta",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 6,
+  "output_past": true,
+  "pad_token_id": 1,
+  "type_vocab_size": 1,
+  "vocab_size": 52000
+}

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quant_config.json

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special_tokens_map.json

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