falcon_spider_v1

This model is a fine-tuned version of ybelkada/falcon-7b-sharded-bf16 on an unknown dataset. It achieves the following results on the evaluation set:

• Loss: 0.5862 The repo contains the adapters for the model, as well as the tokenizer files.

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
• gradient_accumulation_steps: 4
• total_train_batch_size: 16
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: constant
• lr_scheduler_warmup_ratio: 0.03
• training_steps: 100

Training results

Training Loss	Epoch	Step	Validation Loss
1.1754	0.03	10	0.6316
0.5011	0.05	20	0.4848
0.4355	0.08	30	0.4586
0.3921	0.1	40	0.4555
0.3327	0.13	50	0.4674
0.2662	0.15	60	0.4507
0.2258	0.18	70	0.4813
0.1569	0.2	80	0.5407
0.1313	0.23	90	0.5924
0.1215	0.25	100	0.5862

Framework versions

• Transformers 4.30.2
• Pytorch 2.0.1+cu117
• Datasets 2.13.1
• Tokenizers 0.13.3