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falcon-7b-instruct-taskpro-lora – AI Model by umairmaliick | AlphaNeural AI
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umairmaliick
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falcon-7b-instruct-taskpro-lora
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peft
tensorboard
safetensors
adapter
lora
transformers
text-generation
conversational
tiiuae/falcon-7b-instruct
apache-2.0
us
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falcon-7b-instruct-taskpro-lora
This model is a fine-tuned version of
tiiuae/falcon-7b-instruct
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 3.2754
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: 2
eval_batch_size: 2
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 8
optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
num_epochs: 3
Training results
Training Loss
Epoch
Step
Validation Loss
No log
1.0
1
3.2923
No log
2.0
2
3.2812
No log
3.0
3
3.2754
Framework versions
PEFT 0.17.0
Transformers 4.55.2
Pytorch 2.6.0+cu124
Datasets 4.0.0
Tokenizers 0.21.4
