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Hiranmai49/judicial-summarization-llama-3-finetuned
Browse files- README.md +70 -0
- adapter_model.safetensors +1 -1
README.md
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---
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base_model: unsloth/llama-3-8b-bnb-4bit
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library_name: peft
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license: llama3
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tags:
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- trl
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- sft
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- unsloth
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- generated_from_trainer
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model-index:
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- name: judicial-summarization-llama-3-finetuned
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# judicial-summarization-llama-3-finetuned
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This model is a fine-tuned version of [unsloth/llama-3-8b-bnb-4bit](https://huggingface.co/unsloth/llama-3-8b-bnb-4bit) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 2.0076
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 0.0002
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- train_batch_size: 2
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- eval_batch_size: 8
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- seed: 3407
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- gradient_accumulation_steps: 4
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- total_train_batch_size: 8
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- lr_scheduler_warmup_steps: 5
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- num_epochs: 6
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:------:|:----:|:---------------:|
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| 1.6197 | 0.9993 | 696 | 1.6757 |
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| 1.5115 | 2.0 | 1393 | 1.6700 |
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| 1.583 | 2.9993 | 2089 | 1.7025 |
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| 1.3133 | 4.0 | 2786 | 1.7708 |
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| 0.9935 | 4.9993 | 3482 | 1.8802 |
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| 1.0666 | 5.9957 | 4176 | 2.0076 |
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### Framework versions
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- PEFT 0.12.0
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- Transformers 4.44.2
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- Pytorch 2.4.0+cu121
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- Datasets 2.21.0
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- Tokenizers 0.19.1
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adapter_model.safetensors
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@@ -1,3 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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-
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size 167832240
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version https://git-lfs.github.com/spec/v1
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size 167832240
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