flan-t5-base-trading_candles

This model is a fine-tuned version of google/flan-t5-base on 0xMaka/trading-candles-subset-qa-format dataset. It achieves the following results on the evaluation set:

• Loss: 0.0061
• Rouge1: 88.3665
• Rouge2: 86.86
• Rougel: 88.3651
• Rougelsum: 88.3665
• Gen Len: 18.9025

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: 3e-05
• train_batch_size: 4
• eval_batch_size: 2
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 3

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
0.019	1.0	70009	0.0089	88.0774	86.4734	88.0734	88.0748	18.9022
0.0095	2.0	140018	0.0069	88.3636	86.8542	88.3612	88.3625	18.9016
0.0071	3.0	210027	0.0061	88.3665	86.86	88.3651	88.3665	18.9025

Framework versions

• Transformers 4.31.0
• Pytorch 2.0.1+cu117
• Datasets 2.13.1
• Tokenizers 0.13.3