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UTI_M2_225steps_1e7rate_SFT
tsavage68/UTI_M2_225steps_1e7rate_SFT
UTI_M2_225steps_1e7rate_SFT is a text generation model from tsavage68. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- mistral
- Access
- Public
- Created
- May 29, 2024
- Updated
- May 30, 2024
- SHA
- 1296c3f7
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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. -->
UTI_M2_225steps_1e7rate_SFT
This model is a fine-tuned version of mistralai/Mistral-7B-Instruct-v0.2 on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 2.0452
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: 1e-07
- train_batch_size: 2
- eval_batch_size: 1
- seed: 42
- gradient_accumulation_steps: 2
- total_train_batch_size: 4
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_steps: 100
- training_steps: 225
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 2.3115 | 0.3333 | 25 | 2.3023 |
| 2.3052 | 0.6667 | 50 | 2.2848 |
| 2.2536 | 1.0 | 75 | 2.2429 |
| 2.1452 | 1.3333 | 100 | 2.1703 |
| 2.0782 | 1.6667 | 125 | 2.1043 |
| 1.9786 | 2.0 | 150 | 2.0632 |
| 1.981 | 2.3333 | 175 | 2.0483 |
| 2.0521 | 2.6667 | 200 | 2.0459 |
| 2.0483 | 3.0 | 225 | 2.0452 |
Framework versions
- Transformers 4.41.1
- Pytorch 2.0.0+cu117
- Datasets 2.19.1
- Tokenizers 0.19.1
- Task
- Text Generation
- Library
- transformers
- Type
- mistral
- License
- apache-2.0
- Created
- May 29, 2024
- Updated
- May 30, 2024