Added model and its readme

README.md

@@ -1,3 +1,45 @@
 ---
 license: cc-by-sa-4.0
+datasets:
+- cjvt/cc_gigafida
+language:
+- sl
+tags:
+- word spelling correction
 ---
+
+---
+language: 
+- sl
+
+license: cc-by-sa-4.0
+---
+
+# T5-incorrect-word-spelling-corrector
+
+This T5 model is designed to identify and correct words with incorrect spelling in the Slovenian language.
+
+## Model Output Example
+
+Consider the following Slovenian text:
+
+_Model v besedlu popravi napaake v nepravilno črkovanih besedah._
+
+The model might return the following text (note: predictions chosen for demonstration/explanation, not reproducibility!):
+
+_Model v besedilu popravi napake v nepravilno črkovanih besedah._
+
+We observe that in the input sentence, the words `besedlu` and `napaake` are incorrectly spelled, so the model corrects them to `besedilu` and `napake`.
+
+## More details
+
+Testing the model with generated test sets provides the following result (combining detection and correction of words with incorrect spelling):
+
+- `Precission`: 0,984
+- `Recall`: 0,909
+- `F1`: 0,945
+
+
+
+
+

config.json

@@ -0,0 +1,32 @@
+{
+  "_name_or_path": "./t5-sl-small/",
+  "architectures": [
+    "T5ForConditionalGeneration"
+  ],
+  "d_ff": 1024,
+  "d_kv": 64,
+  "d_model": 512,
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+  "dense_act_fn": "gelu_new",
+  "dropout_rate": 0.1,
+  "eos_token_id": 1,
+  "feed_forward_proj": "gated-gelu",
+  "gradient_checkpointing": false,
+  "initializer_factor": 1.0,
+  "is_encoder_decoder": true,
+  "is_gated_act": true,
+  "layer_norm_epsilon": 1e-06,
+  "model_type": "t5",
+  "num_decoder_layers": 8,
+  "num_heads": 6,
+  "num_layers": 8,
+  "output_past": true,
+  "pad_token_id": 0,
+  "relative_attention_max_distance": 128,
+  "relative_attention_num_buckets": 32,
+  "tie_word_embeddings": false,
+  "torch_dtype": "float32",
+  "transformers_version": "4.31.0",
+  "use_cache": true,
+  "vocab_size": 32000
+}

generation_config.json

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+  "transformers_version": "4.31.0"
+}

pytorch_model.bin

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special_tokens_map.json

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tokenizer_config.json

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+}