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@orchestra-research
contributor on implexa, with 7 skills ranked by
SkillRank
across 1 source.
orchestra-research on github
publishes to skills.sh
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.
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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…
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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…
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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…
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skills.sh
mlflow
Track ML experiments, manage model registry with versioning, deploy models to production, and reproduce experiments with MLflow - framework-agnostic ML…
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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…
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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…