StaryStudioAI

This model is a fine-tuned version of ybelkada/falcon-7b-sharded-bf16 on an unknown dataset. It achieves the following results on the evaluation set:

• Loss: 2.8290

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: 2
• eval_batch_size: 8
• seed: 42
• gradient_accumulation_steps: 2
• total_train_batch_size: 4
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: cosine
• lr_scheduler_warmup_ratio: 0.03
• training_steps: 320

Training results

Training Loss	Epoch	Step	Validation Loss
2.4953	2.2222	20	1.7974
1.2663	4.4444	40	1.9561
0.5343	6.6667	60	2.4764
0.1962	8.8889	80	2.8290

Framework versions

• PEFT 0.13.1.dev0
• Transformers 4.45.1
• Pytorch 2.4.1+cu118
• Datasets 3.0.1
• Tokenizers 0.20.0