falcon-7B-dolly-sft-LoRA
This model is a fine-tuned version of tiiuae/falcon-7b on databricks/databricks-dolly-15k.
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
databricks/databricks-dolly-15k
Hardware
Trained model on Intel Max 1550 GPU
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 1e-05
- train_batch_size: 2
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 8
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.05
- training_steps: 593
Framework versions
- PEFT 0.11.1
- Transformers 4.41.2
- Pytorch 2.1.0.post0+cxx11.abi
- Datasets 2.19.1
- Tokenizers 0.19.1
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Model tree for eduardo-alvarez/falcon-7B-dolly-sft-LoRA
Base model
tiiuae/falcon-7b