“Model inference”

llama.cpp local GGUF inference + HF Hub model discovery.

AGENTS.md from cheaper-inference/OmniRoute: 448 lines covering Quick Start, Project at a Glance, Request Pipeline, Resilience Runtime State and more.

Fits and diagnoses Python statistical models including OLS, GLM, discrete and mixed models, ARIMA and SARIMAX.

Animate 3D model files into 1080p videos using cloud AI animation workflows.

This skill covers causal inference methods in observational and quasi-experimental settings.

Bring a model up on P800 through evidence-driven failure classification and correction.

Show or switch the model for the current GrokRouter Bot.

Preview and safely restart biological-model state only when the user explicitly requests a restart; never infer destructive intent.

AGENTS.md from xorbitsai/inference: 213 lines covering Project Overview, Working Rules, Environment Setup, Formatting and Linting and more.

Mathematical alignment through LaTeX-only questions.

WHAT — C4 model methodology (Context, Container, Component, Code) guidance — what to draw at each level, when, and how to render C4-inspired diagrams via…

Cite file:line, command output, or a captured artifact for every claim; treat should/presumably/likely as unfinished work.

Run IV, DiD, and RDD analyses in R with proper diagnostics.

Route AI evaluation, ML training and inference engineering, and model operational readiness; use security review for authority-boundary threats.

Decide a product-specific UX brief, emotional target, visual direction, first-glance hierarchy, assumptions and layout sequence BEFORE generating a screen or…

Reviewing new-model / pipeline / checkpoint / deploy-config PRs and stage-topology issues — plumbing vs parity evidence, checkpoint layout gate, stage…

Guide installing Earth2Studio via uv or pip, selecting model extras, and configuring the environment.

When asked to estimate something unstated, produce a legible correctable evidence chain rather than refusing or fabricating a number.

Reference tables for Copilot Studio YAML authoring: triggers, actions, variables, entities, Power Fx functions, templates.

Build, deploy, and maintain applications on Hugging Face Spaces — Gradio / Docker / Static SDKs, ZeroGPU and dedicated hardware, model loading, debugging…

因果推論架構師(頂刊識別策略,2026 前緣標準):現代差異中之差異 DiD——交錯採用(staggered adoption)下 TWFE 的偏誤、Goodman-Bacon 分解、Callaway & Sant'Anna / Sun & Abraham 等異質穩健估計量、事件研究圖與平行趨勢診斷(含…

Change how the simulated car and engine behave in speeduino-serial-sim — driver, gearbox, engine torque, manifold, thermal model, Speeduino fuel/ignition/idle…

Use when tasks need optional PyCaret model training, ML factor generation, inference wrappers, feature importance, or sparse LASSO weight generation.

llama.cpp local GGUF inference + HF Hub model discovery.