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dpo-sum-10p-shuff-2e-7-full-from-sft-tiny-3epochs – AI Model by martimfasantos | AlphaNeural AI
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martimfasantos
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dpo-sum-10p-shuff-2e-7-full-from-sft-tiny-3epochs
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safetensors
llama
summarization
generated_from_trainer
martimfasantos/TinyLlama-1.1B-Sum-SFT
finetune
apache-2.0
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dpo-sum-10p-shuff-2e-7-full-from-sft-tiny-3epochs
This model is a fine-tuned version of
martimfasantos/sft-sum-chosen-10lp-shuff-full-tiny_same_params
on the openai/summarize_from_feedback 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: 2e-07
train_batch_size: 1
eval_batch_size: 4
seed: 42
distributed_type: multi-GPU
num_devices: 4
gradient_accumulation_steps: 16
total_train_batch_size: 64
total_eval_batch_size: 16
optimizer: Adam with betas=(0.9,0.95) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_ratio: 0.1
num_epochs: 3
Training results
Framework versions
Transformers 4.43.3
Pytorch 2.3.1+cu121
Datasets 2.20.0
Tokenizers 0.19.1
