c211d6d1-cfb5-4aaa-9ab1-23653eafaef1
This model is a fine-tuned version of NousResearch/Hermes-2-Theta-Llama-3-8B on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.3620
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: 0.000213
- train_batch_size: 4
- eval_batch_size: 4
- seed: 42
- gradient_accumulation_steps: 2
- total_train_batch_size: 8
- optimizer: Use OptimizerNames.ADAMW_BNB with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: cosine
- lr_scheduler_warmup_steps: 50
- training_steps: 500
Training results
Training Loss | Epoch | Step | Validation Loss |
---|---|---|---|
No log | 0.0001 | 1 | 1.8852 |
1.8489 | 0.0058 | 50 | 1.5707 |
1.9486 | 0.0116 | 100 | 1.6277 |
1.8128 | 0.0175 | 150 | 1.5825 |
1.5003 | 0.0233 | 200 | 1.5298 |
1.6849 | 0.0291 | 250 | 1.5037 |
1.5099 | 0.0349 | 300 | 1.4327 |
1.509 | 0.0408 | 350 | 1.4137 |
1.5056 | 0.0466 | 400 | 1.3862 |
1.529 | 0.0524 | 450 | 1.3791 |
1.4716 | 0.0582 | 500 | 1.3620 |
Framework versions
- PEFT 0.13.2
- Transformers 4.46.0
- Pytorch 2.5.0+cu124
- Datasets 3.0.1
- Tokenizers 0.20.1
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Model tree for lesso13/c211d6d1-cfb5-4aaa-9ab1-23653eafaef1
Base model
NousResearch/Meta-Llama-3-8B
Finetuned
NousResearch/Hermes-2-Pro-Llama-3-8B
Finetuned
NousResearch/Hermes-2-Theta-Llama-3-8B