tian-ft

Sirawipa/tian-ft

tian-ft is a text generation model from Sirawipa. 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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Hugging Face

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At a glance

Task: Text Generation
Library: transformers
License: apache-2.0
Model type: qwen2
Access: Public
Created: May 23, 2024
Updated: May 23, 2024
SHA: 7220b016

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Base models

sail/Sailor-0.5B

Model card

From the Hugging Face model README

tian-ft

This model is a fine-tuned version of sail/Sailor-0.5B on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.3696

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: 4
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 16
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 2
num_epochs: 10
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
2.8288	0.9362	11	5.0945
2.0955	1.9574	23	0.5197
0.3705	2.9787	35	0.3038
0.1986	4.0	47	0.2816
0.1402	4.9362	58	0.2941
0.0884	5.9574	70	0.3380
0.0636	6.9787	82	0.3373
0.0477	8.0	94	0.3413
0.0401	8.9362	105	0.3689
0.0267	9.3617	110	0.3696

Framework versions

Transformers 4.41.0
Pytorch 2.1.2+cu121
Datasets 2.19.0
Tokenizers 0.19.1

Task: Text Generation
Library: transformers
Type: qwen2
License: apache-2.0
Featherless Ai: live
Created: May 23, 2024
Updated: May 23, 2024