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llama_3b_step2_batch_v5
danielgombas/llama_3b_step2_batch_v5
llama_3b_step2_batch_v5 is a text generation model from danielgombas. 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
- llama
- Access
- Public
- Created
- Oct 30, 2024
- Updated
- Oct 30, 2024
- SHA
- f8c4f2e6
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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. -->
llama_3b_step2_batch_v5
This model was trained from scratch on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.3275
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: 3e-05
- train_batch_size: 8
- eval_batch_size: 40
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 32
- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- num_epochs: 2
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.9071 | 0.1363 | 50 | 0.8211 |
| 0.7063 | 0.2727 | 100 | 0.6140 |
| 0.5548 | 0.4090 | 150 | 0.5100 |
| 0.3776 | 0.5453 | 200 | 0.4445 |
| 0.4611 | 0.6817 | 250 | 0.4011 |
| 0.3701 | 0.8180 | 300 | 0.3742 |
| 0.325 | 0.9543 | 350 | 0.3529 |
| 0.2093 | 1.0913 | 400 | 0.3522 |
| 0.2459 | 1.2277 | 450 | 0.3428 |
| 0.201 | 1.3640 | 500 | 0.3355 |
| 0.2741 | 1.5003 | 550 | 0.3312 |
| 0.2596 | 1.6367 | 600 | 0.3283 |
| 0.2138 | 1.7730 | 650 | 0.3281 |
| 0.2181 | 1.9093 | 700 | 0.3275 |
Framework versions
- Transformers 4.46.1
- Pytorch 2.1.0+cu118
- Datasets 3.0.2
- Tokenizers 0.20.1
- Task
- Text Generation
- Library
- transformers
- Type
- llama
- Created
- Oct 30, 2024
- Updated
- Oct 30, 2024