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judicial-summarization-llama-3-finetuned_sci-headnotes_maxData
Hiranmai49/judicial-summarization-llama-3-finetuned_sci-headnotes_maxData
judicial-summarization-llama-3-finetuned_sci-headnotes_maxData is a machine learning model from Hiranmai49. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for peft. The card lists the license as llama3.1.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- peft
- License
- llama3.1
- Access
- Public
- Created
- Sep 26, 2024
- Updated
- Sep 26, 2024
- SHA
- b67b91b0
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. -->
judicial-summarization-llama-3-finetuned_sci-headnotes_maxData
This model is a fine-tuned version of unsloth/meta-llama-3.1-8b-instruct-bnb-4bit on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.6641
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: 0.0002
- train_batch_size: 2
- eval_batch_size: 8
- seed: 3407
- gradient_accumulation_steps: 4
- total_train_batch_size: 8
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 5
- num_epochs: 6
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.2804 | 1.0 | 726 | 1.3918 |
| 1.392 | 2.0 | 1452 | 1.3744 |
| 1.1555 | 3.0 | 2178 | 1.3951 |
| 0.9796 | 4.0 | 2904 | 1.4558 |
| 0.9031 | 5.0 | 3630 | 1.5524 |
| 0.7454 | 6.0 | 4356 | 1.6641 |
Framework versions
- PEFT 0.12.0
- Transformers 4.44.2
- Pytorch 2.4.0+cu121
- Datasets 2.21.0
- Tokenizers 0.19.1
- Library
- peft
- License
- llama3.1
- Created
- Sep 26, 2024
- Updated
- Sep 26, 2024