falcon-7b-sharded-bf16-finetuned-html-code-generation-the-css-v5

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: 0.8814

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: 2
• eval_batch_size: 8
• seed: 42
• gradient_accumulation_steps: 2
• total_train_batch_size: 4
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: cosine
• lr_scheduler_warmup_ratio: 0.03
• training_steps: 320

Training results

Training Loss	Epoch	Step	Validation Loss
No log	0.1794	20	2.6197
No log	0.3587	40	1.4670
No log	0.5381	60	1.3163
No log	0.7175	80	1.1726
No log	0.8969	100	1.0522
No log	1.0762	120	0.9560
No log	1.2556	140	0.9855
No log	1.4350	160	0.9391
No log	1.6143	180	0.9224
No log	1.7937	200	0.9038
No log	1.9731	220	0.8950
No log	2.1525	240	0.8818
No log	2.3318	260	0.8911
No log	2.5112	280	0.8816
No log	2.6906	300	0.8813
No log	2.8700	320	0.8814

Framework versions

• PEFT 0.12.1.dev0
• Transformers 4.43.3
• Pytorch 2.3.1+cu121
• Datasets 2.20.0
• Tokenizers 0.19.1