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tweety-mistral-7b-sft
g8a9/tweety-mistral-7b-sft
tweety-mistral-7b-sft is a machine learning model from g8a9. 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.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- peft
- Model type
- mistral
- Access
- Public
- Created
- May 9, 2024
- Updated
- May 9, 2024
- SHA
- ea634ecb
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. -->
sft
This model is a fine-tuned version of g8a9/tweety-mistral-7b on the giux78/100k-sft-ready-ultrafeedback-ita dataset. It achieves the following results on the evaluation set:
- Loss: 1.2661
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: 4
- eval_batch_size: 8
- seed: 42
- distributed_type: multi-GPU
- gradient_accumulation_steps: 2
- total_train_batch_size: 8
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 1
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.2875 | 0.9999 | 9050 | 1.2661 |
Framework versions
- PEFT 0.7.1
- Transformers 4.40.2
- Pytorch 2.1.2+cu121
- Datasets 2.19.1
- Tokenizers 0.19.1
- Library
- peft
- Type
- mistral
- Created
- May 9, 2024
- Updated
- May 9, 2024