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SFT_Advanced_Risk_Situation_Aware_llama – AI Model by yujunzhou | AlphaNeural AI
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SFT_Advanced_Risk_Situation_Aware_llama
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transformers
safetensors
llama
text-generation
llama-factory
full
generated_from_trainer
conversational
meta-llama/Llama-3.1-8B-Instruct
finetune
llama3.1
text-generation-inference
endpoints_compatible
us
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SFT_Advanced_Risk_Situation_Aware_llama
This model is a fine-tuned version of
meta-llama/Llama-3.1-8B-Instruct
on the Advanced_Risk_Situation_Aware_llama dataset.
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: 1e-05
train_batch_size: 4
eval_batch_size: 8
seed: 42
distributed_type: multi-GPU
num_devices: 8
gradient_accumulation_steps: 4
total_train_batch_size: 128
total_eval_batch_size: 64
optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
lr_scheduler_warmup_ratio: 0.1
num_epochs: 10.0
Training results
Framework versions
Transformers 4.52.4
Pytorch 2.6.0+cu124
Datasets 3.6.0
Tokenizers 0.21.1
