File size: 3,356 Bytes
cf5bfd1 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 |
---
tags:
- generated_from_trainer
model-index:
- name: binding-reconstruction-transformer-4
results: []
---
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
# binding-reconstruction-transformer-4
This model is a fine-tuned version of [](https://huggingface.co/) on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 3.8641
## Model description
More information needed
## Intended uses & limitations
More information needed
## Training and evaluation data
More information needed
## Training procedure
### Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 5e-05
- train_batch_size: 32
- eval_batch_size: 32
- seed: 4
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- training_steps: 3052726
### Training results
| Training Loss | Epoch | Step | Validation Loss |
|:-------------:|:-----:|:-------:|:---------------:|
| 4.2261 | 0.03 | 76320 | 4.1973 |
| 4.0228 | 1.03 | 152640 | 4.0263 |
| 3.9146 | 0.03 | 228960 | 3.9526 |
| 3.8468 | 1.03 | 305280 | 3.9123 |
| 3.7974 | 0.03 | 381600 | 3.8872 |
| 3.7543 | 1.03 | 457920 | 3.8710 |
| 3.7198 | 0.03 | 534240 | 3.8606 |
| 3.6892 | 1.03 | 610560 | 3.8538 |
| 3.6622 | 0.03 | 686880 | 3.8491 |
| 3.6371 | 1.03 | 763200 | 3.8460 |
| 3.6137 | 0.03 | 839520 | 3.8455 |
| 3.5945 | 1.03 | 915840 | 3.8445 |
| 3.5766 | 0.03 | 992160 | 3.8444 |
| 3.5535 | 1.03 | 1068480 | 3.8445 |
| 3.5378 | 0.03 | 1144800 | 3.8463 |
| 3.5275 | 1.03 | 1221120 | 3.8469 |
| 3.5127 | 0.03 | 1297440 | 3.8468 |
| 3.5 | 1.03 | 1373760 | 3.8498 |
| 3.4857 | 0.03 | 1450080 | 3.8513 |
| 3.4785 | 1.03 | 1526400 | 3.8527 |
| 3.4682 | 0.03 | 1602720 | 3.8531 |
| 3.4572 | 1.03 | 1679040 | 3.8547 |
| 3.4488 | 0.03 | 1755360 | 3.8569 |
| 3.4389 | 1.03 | 1831680 | 3.8588 |
| 3.4253 | 0.03 | 1908000 | 3.8592 |
| 3.4119 | 1.03 | 1984320 | 3.8608 |
| 3.4 | 0.03 | 2060640 | 3.8619 |
| 3.3897 | 1.03 | 2136960 | 3.8624 |
| 3.3774 | 0.03 | 2213280 | 3.8636 |
| 3.3637 | 1.03 | 2289600 | 3.8649 |
| 3.3532 | 0.03 | 2365920 | 3.8644 |
| 3.3491 | 1.03 | 2442240 | 3.8664 |
| 3.3386 | 0.03 | 2518560 | 3.8682 |
| 3.3309 | 1.03 | 2594880 | 3.8672 |
| 3.3217 | 0.03 | 2671200 | 3.8669 |
| 3.3165 | 1.03 | 2747520 | 3.8676 |
| 3.3096 | 0.03 | 2823840 | 3.8671 |
| 3.3024 | 0.03 | 2900160 | 3.8665 |
| 3.295 | 0.03 | 2976480 | 3.8659 |
| 3.288 | 1.02 | 3052726 | 3.8641 |
### Framework versions
- Transformers 4.33.3
- Pytorch 2.0.1
- Datasets 2.12.0
- Tokenizers 0.13.3
|