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lmd-8bars-2048-epochs40_v4
juancopi81/lmd-8bars-2048-epochs40_v4
lmd-8bars-2048-epochs40_v4 is a text generation model from juancopi81. Use it when you need the model to write or continue text. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Generation
- Library
- transformers
- Model type
- gpt2
- Access
- Public
- Created
- Aug 9, 2023
- Updated
- Sep 19, 2023
- SHA
- 01b3e101
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Base models
Model card
From the Hugging Face model README
<!-- 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. -->
lmd-8bars-2048-epochs40_v4
This model is a fine-tuned version of juancopi81/lmd-8bars-2048-epochs30_v4 on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.9128
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: 0.0005
- train_batch_size: 8
- eval_batch_size: 4
- seed: 1
- gradient_accumulation_steps: 2
- total_train_batch_size: 16
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_ratio: 0.01
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.959 | 0.5 | 4994 | 0.9735 |
| 0.9841 | 1.0 | 9988 | 0.9691 |
| 0.9779 | 1.5 | 14982 | 0.9632 |
| 0.9818 | 2.0 | 19976 | 0.9590 |
| 0.9736 | 2.5 | 24970 | 0.9610 |
| 0.9715 | 3.0 | 29964 | 0.9552 |
| 0.9629 | 3.5 | 34958 | 0.9520 |
| 0.9623 | 4.0 | 39952 | 0.9435 |
| 0.9509 | 4.5 | 44946 | 0.9442 |
| 0.9499 | 5.0 | 49940 | 0.9404 |
| 0.9367 | 5.5 | 54934 | 0.9334 |
| 0.9376 | 6.0 | 59928 | 0.9308 |
| 0.9247 | 6.5 | 64922 | 0.9270 |
| 0.9255 | 7.0 | 69916 | 0.9200 |
| 0.9163 | 7.5 | 74910 | 0.9184 |
| 0.9123 | 8.0 | 79904 | 0.9160 |
| 0.9071 | 8.5 | 84898 | 0.9147 |
| 0.9042 | 9.0 | 89892 | 0.9132 |
| 0.9026 | 9.5 | 94886 | 0.9124 |
| 0.9012 | 10.0 | 99880 | 0.9128 |
Framework versions
- Transformers 4.31.0
- Pytorch 2.0.1+cu118
- Datasets 2.14.4
- Tokenizers 0.13.3
- Task
- Text Generation
- Library
- transformers
- Type
- gpt2
- Created
- Aug 9, 2023
- Updated
- Sep 19, 2023