feat: add HF real workload datasets (10k), streaming benchmark results, and BYOK budget tests

Clean native Docker deployment setup for InferRoute & Quant.ai

feat: Convert InferRoute Space to Static SDK with unified hub serving Quant.ai & InferRoute Gateway

docs: add HuggingFace Space Docker metadata

docs: add project description subtitle to README and academic foundations

docs: add evaluation summary and github repository navigation link

docs: restore rich and premium README structure with formulas, diagrams, and code snippets

docs: streamline README to be professional and concise, linking details to documentation hub

docs: remove project plan PDF, change downloads to target='_blank' browser preview links

docs: rename cost efficiency paper to Hybrid LLM, add BibTeX references section, and update PDF paths to docs/article/

docs: add research papers download hub, flow charts, and Pareto images to web docs and README

feat: implement server-side FrugalGPT cascade router, prompt adaptation, and offline Pareto sweeps

docs: update README.md with evaluation harness and learned router features

Fix SQLite, OpenAI mock, circuit breaker fallback for pinned models, cache isolation, prefix cache answers, docs relative paths, and integration tests

docs: add architecture sequence flow, benchmark report matrix, and failure injection policies

docs: overhaul README with architectural highlights and add dynamic context-aware mock responses

first commit