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llama-3.1-8b-instruct-full-sft-limo – AI Model by t83714 | AlphaNeural AI

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t83714/
llama-3.1-8b-instruct-full-sft-limo

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text-generation

generated_from_trainer

meta-llama/Llama-3.1-8B-Instruct

autotrain_compatible

text-generation-inference

endpoints_compatible

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This model is a fine-tuned version of meta-llama/Llama-3.1-8B-Instruct on the limo dataset.

Eval Result

Math 500 pass@1: 56.8%

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

learning_rate: 5e-06
train_batch_size: 1
eval_batch_size: 8
seed: 42
distributed_type: multi-GPU
num_devices: 2
gradient_accumulation_steps: 4
total_train_batch_size: 8
total_eval_batch_size: 16
optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: cosine
num_epochs: 15

Framework versions

Transformers 4.49.0
Pytorch 2.4.0+cu121
Datasets 3.3.2
Tokenizers 0.21.0