english-tamil-colloquial-translator

raajkumar16/english-tamil-colloquial-translator

english-tamil-colloquial-translator is a machine learning model from raajkumar16. 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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At a glance

Library: peft
License: apache-2.0
Model type: llama
Access: Public
Created: Feb 12, 2025
Updated: Feb 17, 2025
SHA: b5f9946e

Base models

unsloth/tinyllama-chat-bnb-4bit

Model card

From the Hugging Face model README

english-tamil-colloquial-translator

This model is a fine-tuned version of unsloth/tinyllama-chat-bnb-4bit on the None dataset. It achieves the following results on the evaluation set:

Loss: 9.4556

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: 0.0003
train_batch_size: 4
eval_batch_size: 4
seed: 42
gradient_accumulation_steps: 2
total_train_batch_size: 8
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
lr_scheduler_warmup_steps: 2
num_epochs: 10
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
14.8974	2.0	2	9.4556
14.8974	4.0	4	9.4556
14.8974	6.0	6	9.4556
14.8974	8.0	8	9.4556
14.8974	10.0	10	9.4556

Framework versions

PEFT 0.14.0
Transformers 4.48.3
Pytorch 2.6.0+cu124
Datasets 3.3.0
Tokenizers 0.21.0

Library: peft
Type: llama
License: apache-2.0
Created: Feb 12, 2025
Updated: Feb 17, 2025