“Model inference”

Fine-tune and serve Physical Intelligence OpenPI models (pi0, pi0-fast, pi0.5) using JAX or PyTorch backends for robot policy inference across ALOHA, DROID…

Run a 3-leg evaluation against a newly released LLM.

Use when predicting molecular structures (proteins, nucleic acids, small molecules, and complexes) with the Chai-1 foundation model via local inference or the…

You are an expert at Kubernetes and Gateway inference extension, architect and implement the Gateway inference extensions for Kubernetes focused on LLM…

开启“问答模式”，通过递归式提问澄清需求，实时维护 IMPLEMENTATION_PLAN.md，并在用户最终确认后执行开发任务。当用户提到“问答模式”、“执行访谈”、“需求澄清”或需要对复杂任务进行前置规划时使用。

Route Asteroid tasks to the right sub-skill for pretrained inference, training recipes, custom model building, and model sharing.

Guides Earth2Studio weather and climate inference workflows, data access, model and component selection, output/checkpoint handling, extension, and optional…

Pick the right serving container for a SageMaker model deployment and find its current image URI.

Pull pre-computed ortholog calls from public databases (OrthoDB, Ensembl Compara, OMA browser, eggNOG, PANTHER, KEGG Orthology, HomoloGene) via their REST APIs.

Routes official FlashVSR diffusion-based streaming video super-resolution setup, model preparation, and CUDA inference for v1 and v1.1.

Implement "Sign In with OpenRouter" using OAuth PKCE — framework-agnostic, no SDK or client registration required.

Use when researching another Git repository

Discovers and evaluates scientific datasets, models, methodology posts, and Spaces through the Hugging Science catalog.

Package, preflight, run, validate, or troubleshoot NVIDIA Alpamayo 2 Super 34B VLA inference in NPA, including its OpenMDW model terms, separately gated…

Apply HeritageLink's allowlisted local inference policy before recommendation.

Run Bayesian phylogenetic analysis with MrBayes, BEAST2, RevBayes, and PhyloBayes including MCMC convergence diagnostics and model comparison.

Static type inference and validation for navigation paths

Build and publish a Gradio demo on Hugging Face Spaces for a user-provided LoRA.

Routes easy12306 12306 captcha recognition tasks across pretrained inference, data preparation, text-model training, and image-model training workflows.

Compress large language models using knowledge distillation from teacher to student models.

昇腾（Ascend）推理生态开源代码仓库智能问答专家旨在为 vLLM、vLLM-Ascend、MindIE-LLM、MindIE-SD、MindIE-Motor、MindIE-Turbo 以及 msModelSlim (MindStudio-ModelSlim)…

Add a new AI model to a provider (anthropic, openai, groq, cerebras).

Use this skill when building, deploying, evaluating, debugging, or measuring latency for the DeepStream SOP Inference Microservice — a GPU-accelerated FastAPI…

Choose OpenRouter models and routers, query live catalog data, use structured outputs and batch inference, and debug routing with metadata.