falcon-rw-1b-code-generation-llm-task2 – AI Model by Katochh | AlphaNeural AI

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Katochh/
falcon-rw-1b-code-generation-llm-task2

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petals-team/falcon-rw-1b

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falcon-rw-1b-code-generation-llm-task2

This model is a fine-tuned version of petals-team/falcon-rw-1b on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 1.0581

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: 0.0001
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
1.3318	0.1	20	1.3407
1.2643	0.2	40	1.1844
1.1681	0.3	60	1.1522
1.0891	0.4	80	1.1209
1.2164	0.5	100	1.1265
1.0855	0.6	120	1.1010
1.1129	0.7	140	1.0897
1.1169	0.8	160	1.0799
1.0664	0.9	180	1.0706
1.1483	1.0	200	1.0756
0.9707	1.1	220	1.0625
1.0102	1.2	240	1.0624
1.0805	1.3	260	1.0615
0.969	1.4	280	1.0580
1.118	1.5	300	1.0582
0.9883	1.6	320	1.0581

Framework versions

PEFT 0.10.0
Transformers 4.40.0
Pytorch 2.2.1+cu121
Datasets 2.19.0
Tokenizers 0.19.1