Fixing summary bugs

Fixing HF startup bug

Fixing HF build issue

Gradio desplay fixes

Fixing demo bugs

New gradio demo and discovery dataset update made as old demo had too many issues

Fixed Gradio theme bug

Updated Gradio Demo and demo dataset

Updated Gradio Demo for cleaner summary representations

Ruff formatting fix

Fixed Ruff check and small redme update

Added Bert Baseline comparison training script and ignored unneccessary files

Updated Gradio Demo

Updated discovery dataset for demo

updated readme, ruff formatted all files

Cleaned up code, added multiseed training wrapper, PyTorch profiler training option, updated gradio demo, made changes to research paper to match new changes and new training results from adding new training techniques, architecture.md now explains all designs and decisions

Added many new improvements based on feedback from others

Updated Research Paper, README, and old gradio about info, along with other docs.

Full training results & evaluation with BERTScore

Add metrics tab with evaluation report, show all labels

Updated Gradio Demo to match new approac for book descritpions and shown metrics

Medium training run

Fix literary summaries: exclude plays/epics, use human summaries from BookSum

Fix literary summaries: use only BookSum data (not Gutenberg excerpts)

Fix regression: restore balanced training settings, add technical manual filter

Major improvements: real titles, anti-overfitting, better demo UX

Add English language filter to all data downloads

Updated Training run, fixed dataset langauge issue

Improve discovery dataset quality

Fix type hints in demo_gradio.py for Pylance

Trigger rebuild

Use HF Datasets for discovery demo

Fix catalog.json path resolution for HF Space

Redesign Gradio demo as book/paper discovery tool

Fix Gradio demo metrics display and visualization script MLflow URI

Fixed compiling issue, added legnth penalty, and atttempting freezing encoder layers 0-5 to lower parameters and preserve T5's langauge understanding.

Remove custom theme - use Gradio default for compatibility

Minor fixes to Gradio and visualization scripts

Improve emotion task architecture and fix visualizations

Clean up codebase and fix training bugs

Fix Gradio demo: whole-book summaries, emotion sorting, styling

Add demo data for HF Space (books + news samples)

Redesign Gradio demo with book/news browsing, update .gitignore

Update Gradio demo, inference factory, and evaluation results

Update Gradio demo, inference factory, and evaluation results

Update LexiMind: improved training, model architecture, and evaluation

Expand datasets: GoEmotions (28 emotions), Yahoo Answers (10 topics), BookSum

Demo: Update Gradio UI with metrics, visualizations, and clean tabs

Fix Pylance type errors, add inductor compilation support

Full training run, code cleanup, mypy/ruff fixes