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llama3-samsum
MarcoBrigo11/llama3-samsum
llama3-samsum is a summarization model from MarcoBrigo11. Use it when you need a shorter version of a longer text. It is set up for peft. The card lists the license as llama3.
should probably proofread and complete it, then remove this comment. --
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Repo size
671 MB
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.safetensors671 MB · 99%
At a glance
- Task
- Summarization
- Library
- peft
- License
- llama3
- Access
- Public
- Created
- Jul 24, 2024
- Updated
- Jul 29, 2024
- SHA
- 2f034847
Try a prompt
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-samsum
This model is a fine-tuned version of meta-llama/Meta-Llama-3-8B on the Samsumg/samsum dataset.
Model description
It is a first version and has to be improved. The challenge is to fine-tune the model using limited resources. The fine tuning was performed downsampling the dataset, under Colab free plan restrictions.
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 0.0002
- train_batch_size: 1
- eval_batch_size: 1
- seed: 42
- gradient_accumulation_steps: 2
- total_train_batch_size: 2
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_ratio: 0.03
- num_epochs: 1
- mixed_precision_training: Native AMP
Training results
Framework versions
- PEFT 0.12.0
- Transformers 4.43.2
- Pytorch 2.4.0+cu121
- Datasets 2.20.0
- Tokenizers 0.19.1
- Task
- Summarization
- Library
- peft
- License
- llama3
- Created
- Jul 24, 2024
- Updated
- Jul 29, 2024