File size: 1,893 Bytes
ee71e53 | 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 | ---
tags:
- generated_from_trainer
metrics:
- accuracy
model-index:
- name: GPT2_five_function_random_function_53
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. -->
# GPT2_five_function_random_function_53
This model was trained from scratch on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 4.0209
- Accuracy: 0.2681
## 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: 0.0001
- train_batch_size: 128
- eval_batch_size: 128
- seed: 53
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 10000
- num_epochs: 10
### Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|:-------------:|:-----:|:-----:|:---------------:|:--------:|
| 5.114 | 1.0 | 6407 | 4.9375 | 0.1981 |
| 4.569 | 2.0 | 12814 | 4.4524 | 0.2293 |
| 4.3333 | 3.0 | 19221 | 4.2776 | 0.2426 |
| 4.2155 | 4.0 | 25628 | 4.1866 | 0.2511 |
| 4.1267 | 5.0 | 32035 | 4.1294 | 0.2558 |
| 4.0604 | 6.0 | 38442 | 4.0915 | 0.2598 |
| 4.0046 | 7.0 | 44849 | 4.0633 | 0.2623 |
| 3.9522 | 8.0 | 51256 | 4.0421 | 0.2650 |
| 3.9091 | 9.0 | 57663 | 4.0274 | 0.2675 |
| 3.8682 | 10.0 | 64070 | 4.0209 | 0.2681 |
### Framework versions
- Transformers 4.30.2
- Pytorch 2.11.0+cu126
- Datasets 4.1.1
- Tokenizers 0.13.3
|