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Llama-2-7b-chat_FFT_GSM8K – AI Model by DeeWoo | AlphaNeural AI

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DeeWoo/
Llama-2-7b-chat_FFT_GSM8K

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text-generation

generated_from_trainer

meta-llama/Llama-2-7b-chat-hf

autotrain_compatible

text-generation-inference

endpoints_compatible

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llama2_FFT_GSM8K_v5_task

This model is a fine-tuned version of meta-llama/Llama-2-7b-chat-hf on the GSM8K 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: 16
eval_batch_size: 8
seed: 42
distributed_type: multi-GPU
num_devices: 4
total_train_batch_size: 64
total_eval_batch_size: 32
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
num_epochs: 3.0
mixed_precision_training: Native AMP

Training results

Framework versions

Transformers 4.44.2
Pytorch 2.4.1+cu121
Datasets 2.19.2
Tokenizers 0.19.1

license: apache-2.0