qwen-0.5b-sft-full

HyeongSoo/qwen-0.5b-sft-full

qwen-0.5b-sft-full is a text generation model from HyeongSoo. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as apache-2.0.

should probably proofread and complete it, then remove this comment. --

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At a glance

Task: Text Generation
Library: transformers
License: apache-2.0
Model type: qwen2
Access: Public
Created: Oct 26, 2024
Updated: Oct 28, 2024
SHA: 6e78eaf2

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Base models

Qwen/Qwen2.5-0.5B-Instruct

Datasets

HuggingFaceH4/ultrachat_200k

Model card

From the Hugging Face model README

qwen-0.5b-sft-full

This model is a fine-tuned version of Qwen/Qwen2.5-0.5B-Instruct on the HuggingFaceH4/ultrachat_200k dataset. It achieves the following results on the evaluation set:

Loss: 1.4074

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-05
train_batch_size: 4
eval_batch_size: 4
seed: 42
distributed_type: multi-GPU
optimizer: Use 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: 1

Training results

Training Loss	Epoch	Step	Validation Loss
1.2863	1.0	30584	1.4074

Framework versions

Transformers 4.46.0
Pytorch 2.5.0+cu124
Datasets 3.0.2
Tokenizers 0.20.1

Task: Text Generation
Library: transformers
Type: qwen2
License: apache-2.0
Created: Oct 26, 2024
Updated: Oct 28, 2024