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llama3.1-8b-instruct-hqa-sft-lora – AI Model by BetterHF | AlphaNeural AI
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llama3.1-8b-instruct-hqa-sft-lora
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meta-llama/Llama-3.1-8B-Instruct
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sft
This model is a fine-tuned version of
/data/huggingface_models/Meta-Llama-3.1-8B-Instruct
on the hqa_sft_llama 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: 0.0001
train_batch_size: 1
eval_batch_size: 8
seed: 42
distributed_type: multi-GPU
num_devices: 2
gradient_accumulation_steps: 8
total_train_batch_size: 16
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
lr_scheduler_warmup_ratio: 0.1
num_epochs: 3.0
Training results
Framework versions
PEFT 0.12.0
Transformers 4.49.0
Pytorch 2.6.0+cu124
Datasets 3.3.2
Tokenizers 0.21.0
