sms1097 commited on
Commit
1aca319
1 Parent(s): 2230e6e

Create README.md

Browse files
Files changed (1) hide show
  1. README.md +26 -0
README.md ADDED
@@ -0,0 +1,26 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: mit
3
+ datasets:
4
+ - sms1097/self_rag_tokens_train_data
5
+ ---
6
+ # Utility Model
7
+
8
+ This generates the `IsUseful` token as descirbed in Self-RAG.
9
+
10
+ We are testing to see if an answer is useful to the given user question. We output a score from 1-5 based on how useful the answer is.
11
+
12
+ The expected input to the model is:
13
+
14
+ ```
15
+ Instruction: {instruction}\nAnswer: {answer}",
16
+ ```
17
+
18
+
19
+ ### Training Results
20
+ ```
21
+ {'eval_loss': 0.4719298779964447,
22
+ 'eval_mse': 0.4719298183917999,
23
+ 'eval_mae': 0.25655537843704224,
24
+ 'eval_r2': 0.5200293292355334,
25
+ 'eval_accuracy': 0.9001516683518705}
26
+ ```