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Summary_L3_1000steps_1e7rate_SFT2
tsavage68/Summary_L3_1000steps_1e7rate_SFT2
Summary_L3_1000steps_1e7rate_SFT2 is a text generation model from tsavage68. 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
- Jun 13, 2024
- Updated
- Jun 13, 2024
- SHA
- 6b52d5b8
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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. -->
Summary_L3_1000steps_1e7rate_SFT2
This model is a fine-tuned version of meta-llama/Meta-Llama-3-8B-Instruct on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.5908
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: 1e-07
- train_batch_size: 2
- eval_batch_size: 1
- seed: 42
- gradient_accumulation_steps: 2
- 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: 100
- training_steps: 1000
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 2.1137 | 0.2 | 50 | 2.1001 |
| 2.0888 | 0.4 | 100 | 2.0502 |
| 1.9941 | 0.6 | 150 | 1.9720 |
| 1.9206 | 0.8 | 200 | 1.9029 |
| 1.8477 | 1.0 | 250 | 1.8416 |
| 1.7846 | 1.2 | 300 | 1.7881 |
| 1.7997 | 1.4 | 350 | 1.7414 |
| 1.6961 | 1.6 | 400 | 1.7028 |
| 1.6667 | 1.8 | 450 | 1.6706 |
| 1.6768 | 2.0 | 500 | 1.6449 |
| 1.6485 | 2.2 | 550 | 1.6250 |
| 1.6208 | 2.4 | 600 | 1.6107 |
| 1.6199 | 2.6 | 650 | 1.6006 |
| 1.6081 | 2.8 | 700 | 1.5947 |
| 1.5993 | 3.0 | 750 | 1.5916 |
| 1.5986 | 3.2 | 800 | 1.5910 |
| 1.5963 | 3.4 | 850 | 1.5907 |
| 1.6348 | 3.6 | 900 | 1.5907 |
| 1.6064 | 3.8 | 950 | 1.5908 |
| 1.5811 | 4.0 | 1000 | 1.5908 |
Framework versions
- Transformers 4.41.2
- Pytorch 2.0.0+cu117
- Datasets 2.19.2
- Tokenizers 0.19.1
- Task
- Text Generation
- Library
- transformers
- Type
- llama
- License
- llama3
- Created
- Jun 13, 2024
- Updated
- Jun 13, 2024