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README.md CHANGED
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1
  ---
2
  library_name: peft
3
  tags:
4
- - alignment-handbook
5
  - trl
6
  - dpo
 
7
  - generated_from_trainer
8
  base_model: NbAiLab/nb-gpt-j-6B-v2
9
- datasets:
10
- - hugodk-sch/aftonposten_title_prefs
11
  model-index:
12
  - name: aftonposten-6b-align-scan
13
  results: []
@@ -18,17 +16,17 @@ should probably proofread and complete it, then remove this comment. -->
18
 
19
  # aftonposten-6b-align-scan
20
 
21
- This model is a fine-tuned version of [data/ap-gpt-j-6b-sft-qlora-04-08](https://huggingface.co/data/ap-gpt-j-6b-sft-qlora-04-08) on the hugodk-sch/aftonposten_title_prefs dataset.
22
  It achieves the following results on the evaluation set:
23
- - Loss: 0.4999
24
- - Rewards/chosen: 0.0029
25
- - Rewards/rejected: 0.0025
26
- - Rewards/accuracies: 0.5220
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- - Rewards/margins: 0.0004
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- - Logps/rejected: -37.2706
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- - Logps/chosen: -33.7447
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- - Logits/rejected: -2.2236
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- - Logits/chosen: -2.2284
32
 
33
  ## Model description
34
 
@@ -57,15 +55,27 @@ The following hyperparameters were used during training:
57
  - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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  - lr_scheduler_type: cosine
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  - lr_scheduler_warmup_ratio: 0.1
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- - num_epochs: 1
61
 
62
  ### Training results
63
 
64
- | Training Loss | Epoch | Step | Validation Loss | Rewards/chosen | Rewards/rejected | Rewards/accuracies | Rewards/margins | Logps/rejected | Logps/chosen | Logits/rejected | Logits/chosen |
65
- |:-------------:|:-----:|:----:|:---------------:|:--------------:|:----------------:|:------------------:|:---------------:|:--------------:|:------------:|:---------------:|:-------------:|
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- | 0.4997 | 0.26 | 100 | 0.5000 | 0.0018 | 0.0016 | 0.5183 | 0.0002 | -37.3521 | -33.8530 | -2.2272 | -2.2320 |
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- | 0.4992 | 0.52 | 200 | 0.4999 | 0.0029 | 0.0024 | 0.5748 | 0.0006 | -37.2812 | -33.7422 | -2.2240 | -2.2288 |
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- | 0.4982 | 0.78 | 300 | 0.4999 | 0.0028 | 0.0024 | 0.5042 | 0.0004 | -37.2741 | -33.7545 | -2.2241 | -2.2289 |
 
 
 
 
 
 
 
 
 
 
 
 
69
 
70
 
71
  ### Framework versions
 
1
  ---
2
  library_name: peft
3
  tags:
 
4
  - trl
5
  - dpo
6
+ - alignment-handbook
7
  - generated_from_trainer
8
  base_model: NbAiLab/nb-gpt-j-6B-v2
 
 
9
  model-index:
10
  - name: aftonposten-6b-align-scan
11
  results: []
 
16
 
17
  # aftonposten-6b-align-scan
18
 
19
+ This model is a fine-tuned version of [NbAiLab/nb-gpt-j-6B-v2](https://huggingface.co/NbAiLab/nb-gpt-j-6B-v2) on an unknown dataset.
20
  It achieves the following results on the evaluation set:
21
+ - Loss: 0.4995
22
+ - Rewards/chosen: 0.0025
23
+ - Rewards/rejected: -0.0003
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+ - Rewards/accuracies: 0.6034
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+ - Rewards/margins: 0.0028
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+ - Logps/rejected: -37.5427
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+ - Logps/chosen: -33.7835
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+ - Logits/rejected: -2.0908
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+ - Logits/chosen: -2.0954
30
 
31
  ## Model description
32
 
 
55
  - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
56
  - lr_scheduler_type: cosine
57
  - lr_scheduler_warmup_ratio: 0.1
58
+ - num_epochs: 4
59
 
60
  ### Training results
61
 
62
+ | Training Loss | Epoch | Step | Logits/chosen | Logits/rejected | Logps/chosen | Logps/rejected | Validation Loss | Rewards/accuracies | Rewards/chosen | Rewards/margins | Rewards/rejected |
63
+ |:-------------:|:-----:|:----:|:-------------:|:---------------:|:------------:|:--------------:|:---------------:|:------------------:|:--------------:|:---------------:|:----------------:|
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+ | 0.4997 | 0.26 | 100 | -2.2320 | -2.2272 | -33.8530 | -37.3521 | 0.5000 | 0.5183 | 0.0018 | 0.0002 | 0.0016 |
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+ | 0.4992 | 0.52 | 200 | -2.2288 | -2.2240 | -33.7422 | -37.2812 | 0.4999 | 0.5748 | 0.0029 | 0.0006 | 0.0024 |
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+ | 0.4982 | 0.78 | 300 | -2.2289 | -2.2241 | -33.7545 | -37.2741 | 0.4999 | 0.5042 | 0.0028 | 0.0004 | 0.0024 |
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+ | 0.4967 | 1.04 | 400 | 0.4999 | 0.0036 | 0.0030 | 0.5623 | 0.0006 | -37.2152 | -33.6722 | -2.2047 | -2.2095 |
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+ | 0.4954 | 1.3 | 500 | 0.4998 | 0.0042 | 0.0033 | 0.5772 | 0.0009 | -37.1891 | -33.6191 | -2.1759 | -2.1807 |
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+ | 0.4964 | 1.56 | 600 | 0.4996 | 0.0044 | 0.0026 | 0.5685 | 0.0018 | -37.2574 | -33.5925 | -2.1522 | -2.1569 |
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+ | 0.4942 | 1.82 | 700 | 0.4996 | 0.0034 | 0.0018 | 0.5797 | 0.0016 | -37.3406 | -33.6981 | -2.1370 | -2.1417 |
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+ | 0.4926 | 2.08 | 800 | 0.4995 | 0.0037 | 0.0013 | 0.5947 | 0.0024 | -37.3864 | -33.6678 | -2.1276 | -2.1323 |
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+ | 0.491 | 2.34 | 900 | 0.4995 | 0.0031 | 0.0006 | 0.5739 | 0.0025 | -37.4562 | -33.7214 | -2.1107 | -2.1154 |
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+ | 0.4941 | 2.6 | 1000 | 0.4995 | 0.0028 | 0.0001 | 0.6059 | 0.0027 | -37.5025 | -33.7503 | -2.0960 | -2.1006 |
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+ | 0.4943 | 2.86 | 1100 | 0.4995 | 0.0025 | -0.0002 | 0.5826 | 0.0028 | -37.5382 | -33.7800 | -2.0918 | -2.0965 |
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+ | 0.4911 | 3.12 | 1200 | 0.4995 | 0.0026 | -0.0001 | 0.6009 | 0.0027 | -37.5257 | -33.7754 | -2.0913 | -2.0959 |
76
+ | 0.4906 | 3.38 | 1300 | 0.4995 | 0.0025 | -0.0002 | 0.6034 | 0.0027 | -37.5366 | -33.7817 | -2.0909 | -2.0955 |
77
+ | 0.4928 | 3.64 | 1400 | 0.4995 | 0.0025 | -0.0003 | 0.5922 | 0.0028 | -37.5423 | -33.7843 | -2.0903 | -2.0950 |
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+ | 0.4912 | 3.9 | 1500 | 0.4995 | 0.0025 | -0.0003 | 0.6034 | 0.0028 | -37.5427 | -33.7835 | -2.0908 | -2.0954 |
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80
 
81
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