Orchestra-Research

High-performance RLHF framework with Ray+vLLM acceleration.

Fine-tunes and evaluates OpenVLA-OFT and OpenVLA-OFT+ policies for robot action generation with continuous action heads, LoRA adaptation…

Generates publication-quality figures for ML papers from research context.

Orchestrates end-to-end autonomous AI research projects using a two-loop architecture.

Evaluates code generation models across HumanEval, MBPP, MultiPL-E, and 15+ benchmarks with pass@k metrics.

Build complex AI systems with declarative programming, optimize prompts automatically, create modular RAG systems and agents with DSPy…

Evaluates LLMs across 60+ academic benchmarks (MMLU, HumanEval, GSM8K, TruthfulQA, HellaSwag).

Write publication-ready ML/AI papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM.

Evaluates LLMs across 100+ benchmarks from 18+ harnesses (MMLU, HumanEval, GSM8K, safety, VLM) with multi-backend execution.

Open-source AI observability platform for LLM tracing, evaluation, and monitoring.

Managed vector database for production AI applications.

Multi-cloud orchestration for ML workloads with automatic cost optimization.