falcon7binstruct_fine_tunning_PPF_english_conversations_fake
This model is a fine-tuned version of vilsonrodrigues/falcon-7b-instruct-sharded on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.4691
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: 8
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 2
- total_train_batch_size: 16
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_ratio: 0.03
- training_steps: 50
- mixed_precision_training: Native AMP
Training results
Training Loss | Epoch | Step | Validation Loss |
---|---|---|---|
0.7389 | 0.0667 | 10 | 0.6081 |
0.56 | 0.1333 | 20 | 0.5264 |
0.5216 | 0.2 | 30 | 0.4919 |
0.4881 | 0.2667 | 40 | 0.4722 |
0.4646 | 0.3333 | 50 | 0.4691 |
Framework versions
- PEFT 0.12.0
- Transformers 4.43.2
- Pytorch 2.3.1+cu121
- Datasets 2.20.0
- Tokenizers 0.19.1
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Model tree for itimal/falcon7binstruct_fine_tunning_PPF_english_conversations_fake
Base model
vilsonrodrigues/falcon-7b-instruct-sharded