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README.md CHANGED
@@ -1,13 +1,11 @@
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
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- 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: 0.7598
24
- - Rewards/chosen: -0.0165
25
- - Rewards/rejected: -0.0300
26
- - Rewards/accuracies: 0.5307
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- - Rewards/margins: 0.0135
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- - Logps/rejected: -37.5666
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- - Logps/chosen: -34.0620
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- - Logits/rejected: -2.2283
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- - Logits/chosen: -2.2332
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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- | 0.5903 | 0.26 | 100 | 0.7450 | 0.0123 | 0.0047 | 0.5241 | 0.0075 | -37.5087 | -34.0141 | -2.2318 | -2.2366 |
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- | 0.59 | 0.52 | 200 | 0.7500 | -0.0208 | -0.0352 | 0.5365 | 0.0144 | -37.5752 | -34.0691 | -2.2284 | -2.2332 |
68
- | 0.3871 | 0.78 | 300 | 0.7655 | -0.0166 | -0.0295 | 0.5071 | 0.0129 | -37.5657 | -34.0622 | -2.2285 | -2.2333 |
 
 
 
 
 
 
 
 
 
 
 
 
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: 0.7352
22
+ - Rewards/chosen: 0.0537
23
+ - Rewards/rejected: 0.0336
24
+ - Rewards/accuracies: 0.5399
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+ - Rewards/margins: 0.0201
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+ - Logps/rejected: -37.4606
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+ - Logps/chosen: -33.9451
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+ - Logits/rejected: -2.2407
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+ - Logits/chosen: -2.2456
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
+ |:-------------:|:-----:|:----:|:-------------:|:---------------:|:------------:|:--------------:|:---------------:|:------------------:|:--------------:|:---------------:|:----------------:|
64
+ | 0.5903 | 0.26 | 100 | -2.2366 | -2.2318 | -34.0141 | -37.5087 | 0.7450 | 0.5241 | 0.0123 | 0.0075 | 0.0047 |
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+ | 0.59 | 0.52 | 200 | -2.2332 | -2.2284 | -34.0691 | -37.5752 | 0.7500 | 0.5365 | -0.0208 | 0.0144 | -0.0352 |
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+ | 0.3871 | 0.78 | 300 | -2.2333 | -2.2285 | -34.0622 | -37.5657 | 0.7655 | 0.5071 | -0.0166 | 0.0129 | -0.0295 |
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+ | 0.3315 | 1.04 | 400 | 0.7479 | -0.0009 | -0.0296 | 0.5515 | 0.0287 | -37.5660 | -34.0361 | -2.2265 | -2.2314 |
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+ | 0.3857 | 1.3 | 500 | 0.7601 | -0.0010 | -0.0248 | 0.5577 | 0.0238 | -37.5580 | -34.0362 | -2.2294 | -2.2343 |
69
+ | 0.5531 | 1.56 | 600 | 0.7435 | 0.0040 | -0.0183 | 0.5577 | 0.0223 | -37.5471 | -34.0279 | -2.2416 | -2.2465 |
70
+ | 0.4315 | 1.82 | 700 | 0.8141 | -0.0077 | -0.0028 | 0.4996 | -0.0049 | -37.5213 | -34.0474 | -2.2449 | -2.2498 |
71
+ | 0.3445 | 2.08 | 800 | 0.8104 | 0.0382 | 0.0369 | 0.5282 | 0.0012 | -37.4551 | -33.9710 | -2.2437 | -2.2485 |
72
+ | 0.1902 | 2.34 | 900 | 0.8123 | 0.0329 | 0.0364 | 0.5199 | -0.0035 | -37.4560 | -33.9797 | -2.2426 | -2.2475 |
73
+ | 0.1724 | 2.6 | 1000 | 0.7850 | 0.0479 | 0.0385 | 0.5365 | 0.0094 | -37.4525 | -33.9548 | -2.2433 | -2.2481 |
74
+ | 0.1864 | 2.86 | 1100 | 0.7625 | 0.0435 | 0.0297 | 0.5133 | 0.0137 | -37.4671 | -33.9621 | -2.2392 | -2.2441 |
75
+ | 0.1629 | 3.12 | 1200 | 0.7624 | 0.0479 | 0.0337 | 0.5341 | 0.0142 | -37.4604 | -33.9547 | -2.2387 | -2.2436 |
76
+ | 0.1881 | 3.38 | 1300 | 0.7945 | 0.0454 | 0.0440 | 0.4967 | 0.0014 | -37.4432 | -33.9588 | -2.2391 | -2.2440 |
77
+ | 0.1395 | 3.64 | 1400 | 0.7520 | 0.0496 | 0.0341 | 0.5453 | 0.0156 | -37.4598 | -33.9518 | -2.2408 | -2.2457 |
78
+ | 0.1436 | 3.9 | 1500 | 0.7352 | 0.0537 | 0.0336 | 0.5399 | 0.0201 | -37.4606 | -33.9451 | -2.2407 | -2.2456 |
79
 
80
 
81
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