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stock_prediction_v5 – AI Model by linkred | AlphaNeural AI

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linkred/
stock_prediction_v5

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

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stock_prediction_v5

This model is a fine-tuned version of meta-llama/Llama-2-7b-hf on an unknown 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: 0.0002
train_batch_size: 2
eval_batch_size: 8
seed: 42
distributed_type: multi-GPU
num_devices: 4
gradient_accumulation_steps: 3
total_train_batch_size: 24
total_eval_batch_size: 32
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: constant
lr_scheduler_warmup_ratio: 0.03
num_epochs: 3

Training results

Framework versions

PEFT 0.7.1
Transformers 4.44.0
Pytorch 2.4.1+cu121
Datasets 2.20.0
Tokenizers 0.19.1