falcon_7b_LoRA_r16_dialogue_summarization_12_20_2023

This model is a fine-tuned version of vilsonrodrigues/falcon-7b-sharded on the samsum 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: 32
• eval_batch_size: 8
• seed: 42
• gradient_accumulation_steps: 4
• total_train_batch_size: 128
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: cosine
• lr_scheduler_warmup_ratio: 0.01
• num_epochs: 10
• mixed_precision_training: Native AMP

Training results

Framework versions

• PEFT 0.7.2.dev0
• Transformers 4.36.0
• Pytorch 2.1.0+cu121
• Datasets 2.15.0
• Tokenizers 0.15.0