fix test

Author: Md-Emon-Hasan

README.md

@@ -1,6 +1,8 @@
 # Translatica: English to Spanish Translation
 
-**Translatica** is a production-ready AI-powered **English → Spanish literary translation system** using a **LoRA-fine-tuned transformer (PEFT)**. Built with a monolithic architecture featuring separate training and inference modules.
+**Translatica** is a production-ready AI-powered **English → Spanish literary translation system** designed to preserve tone, context, and narrative style. It leverages a **LoRA-fine-tuned transformer (PEFT)** to deliver high-quality translations with low inference cost, supported by a modular NLP pipeline, BLEU-based evaluation, and a clean full-stack web interface.
+
+The system is **Dockerized and deployment-ready**, and can be scaled as a **SaaS product** for publishers and content platforms—demonstrating strong expertise in **model optimization, end-to-end system design, and business-oriented AI engineering**.
 
 [![CI/CD](https://github.com/Md-Emon-Hasan/Translatica/actions/workflows/main.yml/badge.svg)](https://github.com/Md-Emon-Hasan/Translatica/actions)
 [![Python](https://img.shields.io/badge/python-3.11-blue)](https://python.org)

logs/app.log

@@ -371,3 +371,24 @@
 2026-02-10 00:09:29 [INFO] translation_service: Translating text of length 11
 2026-02-10 00:09:29 [INFO] translation_service: Translating text of length 1299
 2026-02-10 00:09:29 [INFO] translation_service: Translation completed, output length 1200
+2026-02-10 00:33:16 [INFO] main: Starting application...
+2026-02-10 00:33:16 [INFO] main: Loading ML model...
+2026-02-10 00:33:16 [INFO] model: Loading tokenizer from C:\Users\emon1\Desktop\project structure\Translatica\fine-tuned-model\fine-tuned-tokenizer
+2026-02-10 00:33:17 [INFO] model: Loading model from C:\Users\emon1\Desktop\project structure\Translatica\fine-tuned-model\fine-tuned-model
+2026-02-10 00:33:19 [INFO] model: Moving model to device: cpu
+2026-02-10 00:33:19 [INFO] model: Model loaded successfully!
+2026-02-10 00:33:19 [INFO] main: Model loaded successfully!
+2026-02-10 00:33:39 [INFO] routes: Translating text of length 2
+2026-02-10 00:33:39 [INFO] translation_service: Translating text of length 2
+2026-02-10 00:33:39 [INFO] translation_service: Translation completed, output length 5
+2026-02-10 00:33:39 [INFO] routes: Translation completed successfully
+2026-02-10 00:38:42 [INFO] main: Shutting down application...
+2026-02-10 00:38:42 [INFO] model: Model resources cleaned up.
+2026-02-10 00:38:42 [INFO] main: Cleanup complete.
+2026-02-10 00:38:49 [INFO] main: Starting application...
+2026-02-10 00:38:49 [INFO] main: Loading ML model...
+2026-02-10 00:38:49 [INFO] model: Loading tokenizer from C:\Users\emon1\Desktop\project structure\Translatica\fine-tuned-model\fine-tuned-tokenizer
+2026-02-10 00:38:49 [INFO] model: Loading model from C:\Users\emon1\Desktop\project structure\Translatica\fine-tuned-model\fine-tuned-model
+2026-02-10 00:38:52 [INFO] model: Moving model to device: cpu
+2026-02-10 00:38:52 [INFO] model: Model loaded successfully!
+2026-02-10 00:38:52 [INFO] main: Model loaded successfully!

training/run_train.py

@@ -1,4 +1,3 @@
-
 import os
 import sys
 from pathlib import Path