openthoughts3_100k_qwen25_1b_bsz1024_lr16e5_epochs5/README.md

library_name, license, base_model, tags, model-index

library_name	license	base_model	tags	model-index
transformers	apache-2.0	Qwen/Qwen2.5-1.5B-Instruct	llama-factory full generated_from_trainer	name results openthoughts3_100k_qwen25_1b_bsz1024_lr16e5_epochs5

openthoughts3_100k_qwen25_1b_bsz1024_lr16e5_epochs5

This model is a fine-tuned version of Qwen/Qwen2.5-1.5B-Instruct on the mlfoundations-dev/openthoughts3_100k 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: 0.00016
• train_batch_size: 4
• eval_batch_size: 8
• seed: 42
• distributed_type: multi-GPU
• num_devices: 32
• gradient_accumulation_steps: 8
• total_train_batch_size: 1024
• total_eval_batch_size: 256
• optimizer: Use OptimizerNames.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: 5.0

Training results

Framework versions

• Transformers 4.46.1
• Pytorch 2.3.0
• Datasets 3.1.0
• Tokenizers 0.20.3