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coinplusfire_llm_full_2
coinplusfire/coinplusfire_llm_full_2
coinplusfire_llm_full_2 is a machine learning model from coinplusfire. 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. 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
- Library
- peft
- License
- apache-2.0
- Access
- Public
- Created
- Apr 17, 2024
- Updated
- Apr 17, 2024
- SHA
- 96ac481b
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. -->
coinplusfire_llm_full_2
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: 1.1383
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: 4
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 16
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 2
- num_epochs: 10
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.7087 | 1.0 | 207 | 1.4361 |
| 1.354 | 2.0 | 414 | 1.3195 |
| 1.2464 | 3.0 | 621 | 1.2516 |
| 1.1702 | 4.0 | 828 | 1.2141 |
| 1.1157 | 5.0 | 1035 | 1.1889 |
| 1.072 | 6.0 | 1242 | 1.1657 |
| 1.0378 | 7.0 | 1449 | 1.1549 |
| 1.0104 | 8.0 | 1656 | 1.1423 |
| 0.9878 | 9.0 | 1863 | 1.1391 |
| 0.971 | 10.0 | 2070 | 1.1383 |
Framework versions
- PEFT 0.10.0
- Transformers 4.39.3
- Pytorch 2.2.1+cu121
- Datasets 2.18.0
- Tokenizers 0.15.2
- Library
- peft
- License
- apache-2.0
- Created
- Apr 17, 2024
- Updated
- Apr 17, 2024