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falcon-7B-dolly-sft-LoRA – AI Model by eduardo-alvarez | AlphaNeural AI
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falcon-7B-dolly-sft-LoRA
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peft
safetensors
trl
sft
generated_from_trainer
ipex
Intel Max 1550 GPU
intel
databricks/databricks-dolly-15k
tiiuae/falcon-7b
adapter
apache-2.0
us
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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
