Dev2

It’s been so long but the UI looks a little better now (?) The process has been basically fully streamlined:

1. HF model download
   -> pick quant/download type
2. Benchmarking
   -> start server -> run benchmark, score/100 evaluation, ETA and live console monitoring
3. Result auditing (Will continue to work on this)
   -> human review responses flagged by LLM judge
4. Results showcase/leaderboard
   -> WIP

Progress related to benchmarking:

• 3x question count compared to Waifmark 1
• ~2x faster parallel automated scoring
• memory system (short/long ctx), agentic toolcalling (basic file reading/shell/research) functions fully implemented as part of local agentic benchmarking.