heycao commited on
Commit
97b287d
·
verified ·
1 Parent(s): ce74daa

Upload README.md with huggingface_hub

Browse files
Files changed (1) hide show
  1. README.md +14 -14
README.md CHANGED
@@ -25,26 +25,26 @@ The objective was to improve serendipity (Tail Percentage, Low Popularity) while
25
  - **tailpercentage@10**: 0.0004
26
 
27
  ### Best Valid Results (GRPO)
28
- - **ndcg@10**: 0.0532
29
- - **hit@10**: 0.1118
30
- - **averagepopularity@10**: 218.9659
31
- - **giniindex@10**: 0.912
32
- - **itemcoverage@10**: 0.2144
33
- - **shannonentropy@10**: 0.0219
34
  - **tailpercentage@10**: 0.0
35
 
36
  ### Test Results (GRPO)
37
- - **ndcg@10**: 0.0489
38
- - **hit@10**: 0.099
39
- - **averagepopularity@10**: 180.7492
40
- - **giniindex@10**: 0.9097
41
- - **itemcoverage@10**: 0.2714
42
- - **shannonentropy@10**: 0.0175
43
  - **tailpercentage@10**: 0.0005
44
 
45
  ## RL Hyperparameters
46
- - **Alpha**: 0.9 (Weight for Useful Reward vs Unexpected Reward)
47
- - **KL Beta**: 0.1
48
  - **Group Size**: 16
49
  - **Learning Rate**: 5e-05
50
 
 
25
  - **tailpercentage@10**: 0.0004
26
 
27
  ### Best Valid Results (GRPO)
28
+ - **ndcg@10**: 0.0539
29
+ - **hit@10**: 0.1171
30
+ - **averagepopularity@10**: 217.3145
31
+ - **giniindex@10**: 0.9117
32
+ - **itemcoverage@10**: 0.2114
33
+ - **shannonentropy@10**: 0.0222
34
  - **tailpercentage@10**: 0.0
35
 
36
  ### Test Results (GRPO)
37
+ - **ndcg@10**: 0.049
38
+ - **hit@10**: 0.1044
39
+ - **averagepopularity@10**: 174.0842
40
+ - **giniindex@10**: 0.9072
41
+ - **itemcoverage@10**: 0.2665
42
+ - **shannonentropy@10**: 0.0179
43
  - **tailpercentage@10**: 0.0005
44
 
45
  ## RL Hyperparameters
46
+ - **Alpha**: 0.1 (Weight for Useful Reward vs Unexpected Reward)
47
+ - **KL Beta**: 0.5
48
  - **Group Size**: 16
49
  - **Learning Rate**: 5e-05
50