tinyllama-form-gen-v2

kalai4u/tinyllama-form-gen-v2

tinyllama-form-gen-v2 is a machine learning model from kalai4u. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for peft. 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

Library: peft
License: apache-2.0
Access: Public
Created: Jun 15, 2025
Updated: Jun 15, 2025
SHA: 06209cac

Base models

TinyLlama/TinyLlama-1.1B-Chat-v1.0

Model card

From the Hugging Face model README

tinyllama-form-gen-v2

This model is a fine-tuned version of TinyLlama/TinyLlama-1.1B-Chat-v1.0 on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.3221

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: 1
eval_batch_size: 1
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 4
optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
num_epochs: 7
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
0.6427	1.0	11	0.5987
0.5296	2.0	22	0.5008
0.4516	3.0	33	0.4141
0.3544	4.0	44	0.3647
0.3223	5.0	55	0.3397
0.2837	6.0	66	0.3258
0.2843	7.0	77	0.3221

Framework versions

PEFT 0.15.2
Transformers 4.52.4
Pytorch 2.6.0+cu124
Datasets 3.6.0
Tokenizers 0.21.1

Library: peft
License: apache-2.0
Created: Jun 15, 2025
Updated: Jun 15, 2025