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LLama-3-8b_V03_BRONCO_CARDIO_SUMMARY_CATALOG
BachelorThesis/LLama-3-8b_V03_BRONCO_CARDIO_SUMMARY_CATALOG
LLama-3-8b_V03_BRONCO_CARDIO_SUMMARY_CATALOG is a text generation model from BachelorThesis. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as llama3.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- llama3
- Model type
- llama
- Access
- Public
- Created
- May 23, 2024
- Updated
- May 25, 2024
- SHA
- 55948610
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. -->
LLama3_V03_BRONCO_CARDIO_SUMMARY_CATALOG
This model is a fine-tuned version of meta-llama/Meta-Llama-3-8B on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.2899
- Num Input Tokens Seen: 19629947
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: 1
- eval_batch_size: 1
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 4
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_steps: 50
- num_epochs: 5
Training results
| Training Loss | Epoch | Step | Validation Loss | Input Tokens Seen |
|---|---|---|---|---|
| 0.5525 | 0.2500 | 1370 | 0.5227 | 996500 |
| 0.462 | 0.5000 | 2740 | 0.4506 | 1964768 |
| 0.3773 | 0.7501 | 4110 | 0.4044 | 2929826 |
| 0.39 | 1.0001 | 5480 | 0.3481 | 3926663 |
| 0.3027 | 1.2501 | 6850 | 0.3403 | 4961583 |
| 0.262 | 1.5001 | 8220 | 0.3151 | 5936811 |
| 0.261 | 1.7502 | 9590 | 0.2882 | 6889700 |
| 0.2196 | 2.0002 | 10960 | 0.2684 | 7853240 |
| 0.1674 | 2.2502 | 12330 | 0.2706 | 8812931 |
| 0.1651 | 2.5002 | 13700 | 0.2685 | 9784307 |
| 0.1653 | 2.7503 | 15070 | 0.2589 | 10759461 |
| 0.1489 | 3.0003 | 16440 | 0.2516 | 11779925 |
| 0.1185 | 3.2503 | 17810 | 0.2745 | 12770206 |
| 0.1206 | 3.5003 | 19180 | 0.2732 | 13738387 |
| 0.1147 | 3.7503 | 20550 | 0.2745 | 14717093 |
| 0.1184 | 4.0004 | 21920 | 0.2726 | 15706481 |
| 0.1019 | 4.2504 | 23290 | 0.2883 | 16717365 |
| 0.1037 | 4.5004 | 24660 | 0.2897 | 17715535 |
| 0.1039 | 4.7504 | 26030 | 0.2899 | 18685743 |
Framework versions
- Transformers 4.40.2
- Pytorch 2.2.2+cu121
- Datasets 2.19.0
- Tokenizers 0.19.1
- Task
- Text Generation
- Library
- transformers
- Type
- llama
- License
- llama3
- Languages
- de, en
- Created
- May 23, 2024
- Updated
- May 25, 2024