1309280c-1a6a-41d9-a5f6-c1bcd85fa1ad
This model is a fine-tuned version of Intel/neural-chat-7b-v3-3 on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.5017
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: 0.00010018
- 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=adam_beta1=0.9,adam_beta2=0.95,adam_epsilon=1e-5
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 10
- training_steps: 200
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 5.8587 | 0.0009 | 1 | 4.7300 |
| 3.1601 | 0.0441 | 50 | 2.0240 |
| 2.9039 | 0.0882 | 100 | 1.7443 |
| 3.1175 | 0.1323 | 150 | 1.6718 |
| 2.9649 | 0.1764 | 200 | 1.5017 |
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 lesso/1309280c-1a6a-41d9-a5f6-c1bcd85fa1ad
Base model
mistralai/Mistral-7B-v0.1
Finetuned
Intel/neural-chat-7b-v3-1
Finetuned
Intel/neural-chat-7b-v3-3