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@orchestra-research

contributor on implexa, with 7 skills ranked by SkillRank across 1 source.

orchestra-research on githubpublishes to skills.sh

skills

7

avg SkillRank

4.3

1 scored / 7 total

total stars

—

across 1 repo

total installs

—

across 1 repo

skills, ranked by SkillRank

score	source	skill
4.3	skills.sh	tensorrt-llm tensorrt-llm optimizes llm inference on nvidia gpus with high throughput and low latency. covers quantized model deployment, multi-gpu scaling, and real-time serving use cases. comparison to vllm included.
—	skills.sh	serving-llms-vllm Serves LLMs with high throughput using vLLM's PagedAttention and continuous batching. Use when deploying production LLM APIs, optimizing inference…
—	skills.sh	faiss Facebook's library for efficient similarity search and clustering of dense vectors. Supports billions of vectors, GPU acceleration, and various index types…
—	skills.sh	creative-thinking-for-research Applies cognitive science frameworks for creative thinking to CS and AI research ideation. Use when seeking genuinely novel research directions by leveraging…
—	skills.sh	mlflow Track ML experiments, manage model registry with versioning, deploy models to production, and reproduce experiments with MLflow - framework-agnostic ML…
—	skills.sh	brainstorming-research-ideas Guides researchers through structured ideation frameworks to discover high-impact research directions. Use when exploring new problem spaces, pivoting between…
—	skills.sh	ml-paper-writing Write publication-ready ML/AI papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM. Use when drafting papers from research repos, structuring arguments, verifying…