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A production-grade, high-efficiency Agentic RL framework for frontier LLMs with validated recipes.

Mealie is a self hosted recipe manager and meal planner with a RestAPI backend and a reactive frontend application built in Vue for a pleasant user experience for the whole family. Easily add recipes into your database by providing the url and mealie will automatically import the relevant data or add a family recipe with the UI editor

noonghunna / club-3090

Community recipes for serving LLMs on RTX 3090/4090/5090 CUDA gpus. Multi-engine (vLLM, sglang, llama.cpp and other custom engines) and model-agnostic. Currently shipping Qwen3.8-27B Qwen3.6 35B Gemma 4 26B Gemma 4 31B configs for 1×/2×/4x/8x cards.

Lightning-AI / litgpt

20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.

google / adk-recipes

A collection of agent recipes, reference patterns, and vertical plugins built with Agent Development Kit (ADK)

pyca / cryptography

cryptography is a package designed to expose cryptographic primitives and recipes to Python developers.

hhursev / recipe-scrapers

Python package for scraping recipes data

mahmoud / boltons

🔩 Like builtins, but boltons. 250+ constructs, recipes, and snippets which extend (and rely on nothing but) the Python standard library. Nothing like Michael Bolton.

huggingface / alignment-handbook

Robust recipes to align language models with human and AI preferences

NVIDIA-NeMo / Curator

Scalable data pre processing and curation toolkit for LLMs

conan-io / conan-center-index

Recipes for the ConanCenter repository

tiangolo / dockerswarm.rocks

Docker Swarm mode rocks! Ideas, tools and recipes. Get a production-ready, distributed, HTTPS served, cluster in minutes, not weeks.

huggingface / search-and-learn

Recipes to scale inference-time compute of open models

conda-forge / staged-recipes

A place to submit conda recipes before they become fully fledged conda-forge feedstocks

DaoyuanLi2816 / can-i-finetune-this

Single-GPU LLM fine-tuning preflight: memory estimates, runnable LoRA/QLoRA recipes, and local measurements.

google-research / arco-era5

Recipes for reproducing Analysis-Ready & Cloud Optimized (ARCO) ERA5 datasets.

SergiioB / intel-arc-pro-b70-inference-cookbook

Open recipes, engine patches, and benchmark harnesses for LLM inference on Intel Arc Pro B60/B70 (Battlemage, Xe2). MoE 35B at 160 t/s decode / 7.5K t/s prefill single-stream, 27B at 50~ t/s decode / 1.7K t/s prefill single stream. vLLM XPU MTP unlocked. Muse Glimmer recipe added!!

apimart-API-Gateway / grok-imagine-api

Grok Imagine API guide: image generation and editing on the grok-imagine routes, per-image pricing, prompt recipes with example renders and async task polling examples.

apimart-awesome-ai-api-proxy / nano-banana-pro-prompts

Nano Banana Pro prompts: tested prompt recipes with example renders, aspect ratios, the model id (gemini-3-pro-image-preview) and the cost each render reported.

meta-models / meta-oss-cookbook

All recipes for oss models from Meta Inc.

styles01 / sparkrun-recipes

Custom inference recipes for NVIDIA DGX Spark — Qwen 122B DFlash hybrid

NVIDIA / sports-intelligence-playbooks

This repository provides a starter kit for sports intelligence built on NVIDIA AI stack: playbooks, training recipes, and inference for Multimodal Language Models.

reactor-team / reactor-cookbook

Practical, runnable recipes for building with the Reactor platform

christopherowen / dgx-spark-networking

Switchless RoCE collectives, NCCL profiles and fabric tooling for DGX Spark inference recipes

WestWaters / pollard-weights

A tiered-memory system design for workloads that don't fit in RAM: measure the working set, pin the hot tier, stream the cold tier from flash. Ships the residency calculator, measurement harnesses, and the build recipes behind it. Predictions validated against public benchmarks.

kissshhot / Awesome-OPD

A curated paper list on On-Policy Distillation (OPD) & On-Policy Self-Distillation (OPSD) for LLMs — student rollouts + teacher feedback, covering white-box/black-box methods, OPD-RL hybrids, agentic & multimodal applications, and industrial multi-teacher recipes.

Bodila51 / muse-jev-playbook

Jev decision layer for Muse: a fast, cheap TypeSafe AI gate before expensive agent work — confidence policy, recipes, reference router, honest measurement.

NVIDIA-BioNeMo / bionemo-recipes

BioNeMo Recipes: For building and adapting AI models in drug discovery at scale