Update README.md

README.md

@@ -1,29 +1,94 @@
 ---
+language:
+- en
+license: apache-2.0
 tags:
-- generated_from_trainer
-model-index:
-- name: context_0
-  results: []
----
-
-<!-- This model card has been generated automatically according to the information the Trainer had access to. You
-should probably proofread and complete it, then remove this comment. -->
+- t5-small
+- text2text-generation
+- natural language understanding
+- conversational system
+- task-oriented dialog
+datasets:
+- ConvLab/multiwoz21
+- ConvLab/sgd
+- ConvLab/tm1
+- ConvLab/tm2
+- ConvLab/tm3
+metrics:
+- Slot Error Rate
+- sacrebleu
 
-# context_0
-
-This model is a fine-tuned version of [output/nlu/sgd+tm1+tm2+tm3+multiwoz21/user/context_0](https://huggingface.co/output/nlu/sgd+tm1+tm2+tm3+multiwoz21/user/context_0) on an unknown dataset.
+model-index:
+- name: t5-small-nlg-multiwoz21_sgd_tm1_tm2_tm3
+  results:
+  - task:
+      type: text2text-generation
+      name: natural language understanding
+    dataset:
+      type: ConvLab/multiwoz21
+      name: MultiWOZ 2.1
+      split: test
+      revision: 5f55375edbfe0270c20bcf770751ad982c0e6614
+    metrics:
+      - type: Dialog acts Accuracy
+        value: 77.5
+        name: Accuracy
+      - type: Dialog acts F1
+        value: 86.4
+        name: F1
+  - task:
+      type: text2text-generation
+      name: natural language understanding
+    dataset:
+      type: ConvLab/sgd
+      name: SGD
+      split: test
+      revision: 6e8c79b888b21cc658cf9c0ce128d263241cf70f
+    metrics:
+      - type: Dialog acts Accuracy
+        value: 45.2
+        name: Accuracy
+      - type: Dialog acts F1
+        value: 58.6
+        name: F1
+  - task:
+      type: text2text-generation
+      name: natural language understanding
+    dataset:
+      type: ConvLab/tm1, ConvLab/tm2, ConvLab/tm3
+      name: TM1+TM2+TM3
+      split: test
+    metrics:
+      - type: Dialog acts Accuracy
+        value: 81.8
+        name: Accuracy
+      - type: Dialog acts F1
+        value: 73.0
+        name: F1
 
-## Model description
+widget:
+- text: "user: I would like a taxi from Saint John's college to Pizza Hut Fen Ditton."
+  example_title: "MultiWOZ 2.1"
+- text: "user: Could you get me a reservation at P.f. Chang's in Corte Madera at afternoon 12?"
+  example_title: "Schema-Guided Dialog"
+- text: "tm1: user: I would like to order a pizza from Domino's."
+  example_title: "Taskmaster-1"
+- text: "tm2: user: I would like help getting a flight from LA to Amsterdam."
+  example_title: "Taskmaster-2"
+- text: "tm3: user: Well, I need a kids friendly movie. I was thinking about seeing Mulan."
+  example_title: "Taskmaster-3"
 
-More information needed
+inference:
+  parameters:
+    max_length: 100
 
-## Intended uses & limitations
+---
 
-More information needed
+# t5-small-nlu-sgd_tm1_tm2_tm3_multiwoz21
 
-## Training and evaluation data
+This model is a fine-tuned version of [t5-small](https://huggingface.co/t5-small) on [MultiWOZ 2.1](https://huggingface.co/datasets/ConvLab/multiwoz21), [Schema-Guided Dialog](https://huggingface.co/datasets/ConvLab/sgd), [Taskmaster-1](https://huggingface.co/datasets/ConvLab/tm1), [Taskmaster-2](https://huggingface.co/datasets/ConvLab/tm2), and [Taskmaster-3](https://huggingface.co/datasets/ConvLab/tm3).
 
-More information needed
+Refer to [ConvLab-3](https://github.com/ConvLab/ConvLab-3) for model description and usage.
 
 ## Training procedure