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llama2_instruct_generation – AI Model by JKilpatrick | AlphaNeural AI

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JKilpatrick/
llama2_instruct_generation

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NousResearch/Llama-2-7b-hf

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llama2_instruct_generation

This model is a fine-tuned version of NousResearch/Llama-2-7b-hf on the generator dataset. It achieves the following results on the evaluation set:

eval_loss: 1.6861
eval_runtime: 4.4273
eval_samples_per_second: 2.936
eval_steps_per_second: 0.452
epoch: 0.04
step: 260

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: 4
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: constant
lr_scheduler_warmup_steps: 0.03
training_steps: 500

Framework versions

PEFT 0.7.1
Transformers 4.36.2
Pytorch 2.1.0+cu121
Datasets 2.16.1
Tokenizers 0.15.0