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README.md

@@ -1,3 +1,56 @@
 ---
-license: mit
+language: en
+tags:
+- exbert
+
+license: apache-2.0
+datasets:
+  - drug-review
 ---
+
+# DistilRoBERTa base fintuned condition classifier
+
+# Table of Contents
+
+1. [Model Details](#model-details)
+2. [Training Details](#training-details)
+3. [Evaluation](#evaluation)
+4. [How To Get Started With the Model](#how-to-get-started-with-the-model)
+
+# Model Details
+
+## Model Description
+
+This model is fine-tuned for a condition classification version of the [DistilRoBERTa-base model](https://huggingface.co/distilroberta-base).
+This model is case-sensitive: it makes a difference between english and English.
+
+
+- **Fine-tuned by:** Ban Ursus
+- **Model type:** Transformer-based language model
+- **Language(s) (NLP):** English
+- **License:** Apache 2.0
+- **Related Models:** [DistilRoBERTa-base model](https://huggingface.co/distilroberta-base)
+- **Resources for more information:** 
+  - [GitHub Repository](https://github.com/BanSangSu/Hugging_Face_NLP_Course/tree/main/Chapter5)
+  
+
+
+# Training Details
+
+This model was fine-tuned 5 epochs using [Drug Review Dataset](https://archive.ics.uci.edu/dataset/462/drug+review+dataset+drugs+com). Therefore, you can improve the accuracy of this model just by training more.
+
+
+# Evaluation
+
+Validation results:
+
+| Accuracy | F1 score |
+|:----:|:----:|
+| 0.63 | 0.58 |
+
+Note: Rounded to 2 decimal places
+
+
+# How to Get Started With the Model
+
+Follow the Section 2 **Try it out!** of the [GitHub Repository](https://github.com/BanSangSu/Hugging_Face_NLP_Course/tree/main/Chapter5).

config.json

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+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
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model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:400d21c06b1d43fb171ed6c6ff8db49f32d4b89a9c3076ecb48c132048696433
+size 331303744

special_tokens_map.json

@@ -0,0 +1,15 @@
+{
+  "bos_token": "<s>",
+  "cls_token": "<s>",
+  "eos_token": "</s>",
+  "mask_token": {
+    "content": "<mask>",
+    "lstrip": true,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": "<pad>",
+  "sep_token": "</s>",
+  "unk_token": "<unk>"
+}

tokenizer_config.json

@@ -0,0 +1,57 @@
+{
+  "add_prefix_space": false,
+  "added_tokens_decoder": {
+    "0": {
+      "content": "<s>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "1": {
+      "content": "<pad>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "2": {
+      "content": "</s>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "3": {
+      "content": "<unk>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "50264": {
+      "content": "<mask>",
+      "lstrip": true,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "bos_token": "<s>",
+  "clean_up_tokenization_spaces": true,
+  "cls_token": "<s>",
+  "eos_token": "</s>",
+  "errors": "replace",
+  "mask_token": "<mask>",
+  "model_max_length": 512,
+  "pad_token": "<pad>",
+  "sep_token": "</s>",
+  "tokenizer_class": "RobertaTokenizer",
+  "trim_offsets": true,
+  "unk_token": "<unk>"
+}