refactor: apply production readiness recommendations including dataset caching, XSS protection, pure schemas, and JSON decoding logic.

fix: update Guided Demo output to show Anthropic dataset instead of synthetic placeholder

feat: add primary descriptive headline and ensure entirely emoji-free UI

style: remove emojis from the web interface for a professional look

feat: transform custom UI into an intelligent Agent Learning dashboard with progress metrics and reasoning

fix: update Gradio polling logic to use Timer instead of deprecated every kwarg

fix: remove unsupported width/height kwargs from Gradio LinePlot

fix: ignore dataset download errors during docker build

feat: download real datasets during docker build and mount live reward graph in Gradio UI

checkout: temporary commit for worktree checkout

checkout: temporary commit for worktree checkout

fix: clamp grader rewards to strictly (0, 1) to pass OpenEnv validation bounds

fix: add uv.lock for deployment

feat: update inference, models, and server logic

final: submission ready

fix: update API_BASE_URL to router.huggingface.co, openenv validate passes

feat: PreferenceLab complete - RLHF preference simulation OpenEnv environment

feat: PreferenceLab complete - RLHF preference simulation OpenEnv environment

fix: change port from 8000 to 7860 for HF Spaces compatibility

fix: change port to 7860 for HF Spaces compatibility

docs: polish README per judge feedback — simplify ToC, Mermaid, add fallback docs

docs: complete README rewrite with ASCII architecture, accurate API/file docs

docs: complete README rewrite with ASCII architecture, accurate API/file docs

Improve README: Remove duplicate Mermaid diagrams and enhance File Architecture section with professional diagram

Description Updated

Description Updated

fix: simplify Dockerfile to use pip instead of uv

fix: add HF Space metadata header to README

fix: update inference.py to mandatory [START][STEP][END] stdout format

fix: conform to OpenEnv base interface contract

Enhancement

Update README to remove team affiliation

Version 2

Updated README of preferencelab

PreferenceLab OpenEnv environment for RLHF preference simulation