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MammoLLM_bz32_acc4_lr1e4_large
LikelySurf/MammoLLM_bz32_acc4_lr1e4_large
MammoLLM_bz32_acc4_lr1e4_large is a text generation model from LikelySurf. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as mit.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- mit
- Model type
- gpt2
- Access
- Public
- Created
- Oct 12, 2023
- Updated
- Oct 13, 2023
- SHA
- 84c75edc
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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. -->
MammoLLM_bz32_acc4_lr1e4_large
This model is a fine-tuned version of gpt2 on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.1323
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: 64
- eval_batch_size: 64
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 256
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_steps: 1000
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 3.5563 | 0.48 | 500 | 2.1117 |
| 1.963 | 0.96 | 1000 | 1.6979 |
| 1.6708 | 1.44 | 1500 | 1.5274 |
| 1.5456 | 1.92 | 2000 | 1.4406 |
| 1.452 | 2.4 | 2500 | 1.3906 |
| 1.4081 | 2.87 | 3000 | 1.3467 |
| 1.346 | 3.35 | 3500 | 1.3180 |
| 1.3133 | 3.83 | 4000 | 1.2879 |
| 1.2622 | 4.31 | 4500 | 1.2587 |
| 1.2337 | 4.79 | 5000 | 1.2409 |
| 1.1872 | 5.27 | 5500 | 1.2200 |
| 1.158 | 5.75 | 6000 | 1.2001 |
| 1.12 | 6.23 | 6500 | 1.1842 |
| 1.0878 | 6.71 | 7000 | 1.1682 |
| 1.0622 | 7.19 | 7500 | 1.1585 |
| 1.0307 | 7.66 | 8000 | 1.1475 |
| 1.015 | 8.14 | 8500 | 1.1406 |
| 0.991 | 8.62 | 9000 | 1.1355 |
| 0.9858 | 9.1 | 9500 | 1.1336 |
| 0.9718 | 9.58 | 10000 | 1.1323 |
Framework versions
- Transformers 4.31.0
- Pytorch 2.0.1+cu117
- Datasets 2.14.3
- Tokenizers 0.13.3
- Task
- Text Generation
- Library
- transformers
- Type
- gpt2
- License
- mit
- Created
- Oct 12, 2023
- Updated
- Oct 13, 2023