Total runs:
379
Run Growth:
379
Growth Rate:
100.00%
Sponsored by
Vmake Labs Video Enhancer
dusersad12 / BestRewardModel-TestRepo
Model's Last Updated: August 18 2026
text-generation
Introduction of BestRewardModel-TestRepo
Model Details of BestRewardModel-TestRepo
BestRewardModel
Model Description
This is a reward model trained for RLHF alignment, selected from multiple experimental runs based on validation accuracy and reward alignment quality.
Selection Criteria
The best checkpoint was chosen according to:
-
Highest
val_accuracyamong all final checkpoints -
Minimum
reward_alignment_scorethreshold of 0.80
Only checkpoints satisfying both conditions were eligible.
Training Runs Comparison
| Run | Base Model | Learning Rate | Final Step | Val Accuracy | Reward Alignment | Train Loss |
|---|---|---|---|---|---|---|
| run_gpt2_base_lr1e4 | GPT-2 Base | 1e-4 | 1000 | 0.907 | 0.876 | 0.115 |
| run_gpt2_base_lr5e5 | GPT-2 Base | 5e-5 | 1000 | 0.870 | 0.839 | 0.207 |
| run_gpt2_large_lr1e4 | GPT-2 Large | 1e-4 | 1000 | 0.958 | 0.928 | 0.061 |
| run_gpt2_large_lr5e5 | GPT-2 Large | 5e-5 | 1000 | 0.901 | 0.854 | 0.159 |
| run_deberta_lr1e4 | DeBERTa-v2 | 1e-4 | 1000 | 0.837 | 0.827 | 0.301 |
Best Run Metrics
| Metric | Value |
|---|---|
| Run Name | run_gpt2_large_lr1e4 |
| Val Accuracy | 0.958 |
| Reward Alignment Score | 0.928 |
| Final Train Loss | 0.061 |
Intended Uses
This model is intended for use as a reward model in RLHF pipelines to score and rank model outputs based on human preference alignment.
How to Use
from transformers import AutoModelForSequenceClassification, AutoTokenizer
model = AutoModelForSequenceClassification.from_pretrained("BestRewardModel-TestRepo")
tokenizer = AutoTokenizer.from_pretrained("BestRewardModel-TestRepo")
inputs = tokenizer("prompt", "response", return_tensors="pt")
score = model(**inputs).logits[0].item()
License
Apache-2.0
Runs of dusersad12 BestRewardModel-TestRepo on huggingface.co
15
Total runs
0
24-hour runs
-2
3-day runs
-3
7-day runs
-55
30-day runs
More Information About BestRewardModel-TestRepo huggingface.co Model
Url of BestRewardModel-TestRepo
BestRewardModel-TestRepo huggingface.co Url
Provider of BestRewardModel-TestRepo huggingface.co
Other API from dusersad12
Updated:September 29 2026
Total runs:
303
Run Growth:
303
Growth Rate:
100.00%
Total runs:
253
Run Growth:
253
Growth Rate:
100.00%
Total runs:
231
Run Growth:
231
Growth Rate:
100.00%
Total runs:
195
Run Growth:
195
Growth Rate:
100.00%
Total runs:
191
Run Growth:
191
Growth Rate:
100.00%
Total runs:
186
Run Growth:
186
Growth Rate:
100.00%
Total runs:
168
Run Growth:
168
Growth Rate:
100.00%
Total runs:
146
Run Growth:
146
Growth Rate:
100.00%
Total runs:
144
Run Growth:
144
Growth Rate:
100.00%
Total runs:
143
Run Growth:
143
Growth Rate:
100.00%
Total runs:
140
Run Growth:
140
Growth Rate:
100.00%
Total runs:
127
Run Growth:
127
Growth Rate:
100.00%
Total runs:
123
Run Growth:
123
Growth Rate:
100.00%
Total runs:
121
Run Growth:
121
Growth Rate:
100.00%
Total runs:
120
Run Growth:
15
Growth Rate:
12.50%
Total runs:
117
Run Growth:
117
Growth Rate:
100.00%
Total runs:
104
Run Growth:
104
Growth Rate:
100.00%
Total runs:
77
Run Growth:
77
Growth Rate:
100.00%
Total runs:
65
Run Growth:
65
Growth Rate:
100.00%
Total runs:
45
Run Growth:
45
Growth Rate:
100.00%
Total runs:
39
Run Growth:
31
Growth Rate:
79.49%
Total runs:
33
Run Growth:
33
Growth Rate:
100.00%
Total runs:
29
Run Growth:
29
Growth Rate:
100.00%
Total runs:
28
Run Growth:
28
Growth Rate:
100.00%
Total runs:
27
Run Growth:
17
Growth Rate:
62.96%
Total runs:
27
Run Growth:
27
Growth Rate:
100.00%
Total runs:
25
Run Growth:
25
Growth Rate:
100.00%
Total runs:
25
Run Growth:
25
Growth Rate:
100.00%
Total runs:
25
Run Growth:
25
Growth Rate:
100.00%
Total runs:
23
Run Growth:
23
Growth Rate:
100.00%
Total runs:
22
Run Growth:
22
Growth Rate:
100.00%
Total runs:
22
Run Growth:
22
Growth Rate:
100.00%
Total runs:
21
Run Growth:
21
Growth Rate:
100.00%
Total runs:
20
Run Growth:
20
Growth Rate:
100.00%
Total runs:
20
Run Growth:
20
Growth Rate:
100.00%
Total runs:
20
Run Growth:
20
Growth Rate:
100.00%
Total runs:
20
Run Growth:
20
Growth Rate:
100.00%
Total runs:
20
Run Growth:
20
Growth Rate:
100.00%
Total runs:
19
Run Growth:
19
Growth Rate:
100.00%
Total runs:
19
Run Growth:
19
Growth Rate:
100.00%
Total runs:
19
Run Growth:
19
Growth Rate:
100.00%
Total runs:
19
Run Growth:
19
Growth Rate:
100.00%
Total runs:
19
Run Growth:
19
Growth Rate:
100.00%
Total runs:
19
Run Growth:
7
Growth Rate:
36.84%
Total runs:
19
Run Growth:
19
Growth Rate:
100.00%
Total runs:
18
Run Growth:
18
Growth Rate:
100.00%
Total runs:
18
Run Growth:
18
Growth Rate:
100.00%
Total runs:
18
Run Growth:
18
Growth Rate:
100.00%
Total runs:
18
Run Growth:
18
Growth Rate:
100.00%
Total runs:
17
Run Growth:
17
Growth Rate:
100.00%
Total runs:
17
Run Growth:
17
Growth Rate:
100.00%
Total runs:
16
Run Growth:
16
Growth Rate:
100.00%
Total runs:
16
Run Growth:
16
Growth Rate:
100.00%
Total runs:
16
Run Growth:
16
Growth Rate:
100.00%
Total runs:
14
Run Growth:
14
Growth Rate:
100.00%
Total runs:
9
Run Growth:
-18
Growth Rate:
-200.00%
Total runs:
7
Run Growth:
-32
Growth Rate:
-457.14%
Total runs:
6
Run Growth:
-15
Growth Rate:
-250.00%
Total runs:
5
Run Growth:
-17
Growth Rate:
-340.00%
Total runs:
5
Run Growth:
-9
Growth Rate:
-180.00%
Total runs:
4
Run Growth:
-29
Growth Rate:
-725.00%
Total runs:
4
Run Growth:
-51
Growth Rate:
-1275.00%
Total runs:
3
Run Growth:
-22
Growth Rate:
-733.33%
Total runs:
3
Run Growth:
-10
Growth Rate:
-333.33%
Total runs:
0
Run Growth:
0
Growth Rate:
0.00%