skills_red_herring_chat-then-skills_metaphor_chat-lora

This model is a fine-tuned version of merged_ckpts/skills_red_herring_chat-lora on the ChenWu98/skills_metaphor_chat dataset. It achieves the following results on the evaluation set:

• Loss: 0.2034

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: 4
• eval_batch_size: 8
• seed: 42
• distributed_type: multi-GPU
• gradient_accumulation_steps: 8
• total_train_batch_size: 32
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: cosine
• lr_scheduler_warmup_ratio: 0.1
• num_epochs: 4.0

Training results

Training Loss	Epoch	Step	Validation Loss
0.4913	0.96	9	0.2320
0.2051	1.92	18	0.2080
0.1665	2.99	28	0.2038
0.1519	3.84	36	0.2034

Framework versions

• PEFT 0.7.1
• Transformers 4.37.2
• Pytorch 2.1.2+cu121
• Datasets 2.14.6
• Tokenizers 0.15.1