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intention_speaker_task
tutrinh/intention_speaker_task
intention_speaker_task is a machine learning model from tutrinh. 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
- Access
- Public
- Created
- Apr 21, 2024
- Updated
- Apr 21, 2024
- SHA
- 309938bf
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. -->
speaker_task
This model is a fine-tuned version of mistralai/Mistral-7B-Instruct-v0.2 on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.0429
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: 3e-05
- train_batch_size: 1
- eval_batch_size: 1
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_ratio: 0.065
- num_epochs: 3
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| No log | 1.0 | 396 | 1.3015 |
| 1.3232 | 2.0 | 792 | 0.9507 |
| 0.4955 | 3.0 | 1188 | 1.0429 |
Framework versions
- PEFT 0.7.2.dev0
- Transformers 4.37.1
- Pytorch 2.1.0+cu121
- Datasets 2.9.0
- Tokenizers 0.15.1
- Library
- peft
- Created
- Apr 21, 2024
- Updated
- Apr 21, 2024