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DevOps & Cloud · Docker · By Orchestra-Research

3 skills found.
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1

Deploys LLMs with vLLM for high-throughput serving, covering the OpenAI-compatible server, offline batch inference, monitoring and a Docker rollout.

Orchestra-Research/AI-Research-SKILLs13k5 repos~2.3kAutomated safety check: PassMIT3 mo ago
2

Optimizes and serves LLMs on NVIDIA GPUs with TensorRT-LLM, covering quantization, in-flight batching, multi-GPU parallelism and the trtllm-serve command.

Orchestra-Research/AI-Research-SKILLs13k4 repos~1.3kAutomated safety check: PassMIT3 mo ago
3

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

Orchestra-Research/AI-Research-SKILLs13k2 repos~3.1kAutomated safety check: PassMIT3 mo ago