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Llama-2-7b-chat-hf-ark-ft-2 – AI Model by keylazy | AlphaNeural AI
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Llama-2-7b-chat-hf-ark-ft-2
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transformers
tensorboard
safetensors
llama
text-classification
generated_from_trainer
keylazy/Llama-2-7b-chat-hf-ark
finetune
autotrain_compatible
text-generation-inference
endpoints_compatible
us
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Llama-2-7b-chat-hf-ark-ft-2
This model is a fine-tuned version of
keylazy/Llama-2-7b-chat-hf-ark
on an unknown dataset. It achieves the following results on the evaluation set:
eval_loss: 0.1582
eval_accuracy: 0.9587
eval_precision: 0.9587
eval_recall: 0.9587
eval_f1: 0.9587
eval_runtime: 270.3757
eval_samples_per_second: 739.711
eval_steps_per_second: 46.232
epoch: 1.92
step: 27053
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: 2e-05
train_batch_size: 16
eval_batch_size: 16
seed: 42
gradient_accumulation_steps: 8
total_train_batch_size: 128
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3
mixed_precision_training: Native AMP
Framework versions
Transformers 4.35.0
Pytorch 2.1.0+cu118
Datasets 2.14.6
Tokenizers 0.14.1
