Update README.md

README.md

@@ -11,36 +11,14 @@ should probably proofread and complete it, then remove this comment. -->
 
 # flan-t5-xl-t2s
 
-This model was trained from scratch on an unknown dataset.
-
 ## Model description
 
-More information needed
-
-## Intended uses & limitations
-
-More information needed
-
-## Training and evaluation data
-
-More information needed
-
-## Training procedure
-
-### Training hyperparameters
-
-The following hyperparameters were used during training:
-- learning_rate: 5e-05
-- train_batch_size: 64
-- eval_batch_size: 64
-- seed: 42
-- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
-- lr_scheduler_type: linear
-- num_epochs: 3.0
-
-### Framework versions
-
-- Transformers 4.26.0
-- Pytorch 2.0.0+cu117
-- Datasets 2.6.1
-- Tokenizers 0.13.2
+This FLAN-T5-XL model converts a given English question, conditioned on a DB schema, to the corresponding input query. Input format:
+```
+semantic parse: <question> | <db_id> | <schema_without_content>
+```
+Where `<schema_without_content>` is of the form `<table1>: <col1>, <col2>, ... | <table2>: ...`. The output format is
+```
+<db_id> | <query>
+```
+This model is one of the baselines (FLAN-T5-XL) we compared to in our paper.