12,210 skills found · Page 84 of 407
Orchestra-Research / optimizing-attention-flashOptimizes transformer attention with Flash Attention for 2-4x speedup and 10-20x memory reduction
Orchestra-Research / gguf-quantizationGGUF format and llama.cpp quantization for efficient CPU/GPU inference
Orchestra-Research / hqq-quantizationHalf-Quadratic Quantization for LLMs without calibration data
Orchestra-Research / llama-cppRuns LLM inference on CPU, Apple Silicon, and consumer GPUs without NVIDIA hardware. Use for edge deployment, M1/M2/M3 Macs, AMD/Intel GPUs, or when CUDA is unavailable. Supports GGUF quantization (1.5-8 bit) for reduced memory and 4-10× speedup vs PyTorch on CPU.
Orchestra-Research / tensorrt-llmOptimizes LLM inference with NVIDIA TensorRT for maximum throughput and lowest latency. Use for production deployment on NVIDIA GPUs (A100/H100), when you need 10-100x faster inference than PyTorch, or for serving models with quantization (FP8/INT4), in-flight batching, and multi-GPU scaling.
Orchestra-Research / serving-llms-vllmServes LLMs with high throughput using vLLM's PagedAttention and continuous batching
Orchestra-Research / autogpt-agentsAutonomous AI agent platform for building and deploying continuous agents
Orchestra-Research / faissFacebook's library for efficient similarity search and clustering of dense vectors. Supports billions of vectors, GPU acceleration, and various index types (Flat, IVF, HNSW). Use for fast k-NN search, large-scale vector retrieval, or when you need pure similarity search without metadata.
Orchestra-Research / langsmith-observabilityLLM observability platform for tracing, evaluation, and monitoring
Orchestra-Research / phoenix-observabilityOpen-source AI observability platform for LLM tracing, evaluation, and monitoring
Orchestra-Research / deepspeedExpert guidance for distributed training with DeepSpeed - ZeRO optimization stages, pipeline parallelism, FP16/BF16/FP8, 1-bit Adam, sparse attention
Orchestra-Research / pytorch-fsdp2Adds PyTorch FSDP2 (fully_shard) to training scripts with correct init, sharding, mixed precision/offload config, and distributed checkpointing
Orchestra-Research / modal-serverless-gpuServerless GPU cloud platform for running ML workloads
Orchestra-Research / experiment-tracking-swanlabProvides guidance for experiment tracking with SwanLab
Orchestra-Research / brainstorming-research-ideasGuides researchers through structured ideation frameworks to discover high-impact research directions
Orchestra-Research / creative-thinking-for-researchApplies cognitive science frameworks for creative thinking to CS and AI research ideation
Orchestra-Research / llama-factoryExpert guidance for fine-tuning LLMs with LLaMA-Factory - WebUI no-code, 100+ models, 2/3/4/5/6/8-bit QLoRA, multimodal support
MiniMax-AI / android-native-devAndroid native application development and UI design guide. Covers Material Design 3, Kotlin/Compose development, project configuration, accessibility, and build troubleshooting. Read this before Android native application development.
MiniMax-AI / buddy-singsUse when user wants their Claude Code pet (/buddy) to sing a song. Triggers on any request that combines the concept of their Claude Code buddy, pet, or companion with singing or music. Supports multilingual triggers — match equivalent phrases in any language.
MiniMax-AI / frontend-devFull-stack frontend development combining premium UI design, cinematic animations, AI-generated media assets, persuasive copywriting, and visual art. Builds complete, visually striking web pages with real media, advanced motion, and compelling copy.
MiniMax-AI / fullstack-devFull-stack backend architecture and frontend-backend integration guide. TRIGGER when: building a full-stack app, creating REST API with frontend, scaffolding backend service, building todo app, building CRUD app, building real-time app, building chat app, Express + React, Next.js API, Node.js backen…
MiniMax-AI / minimax-docxProfessional DOCX document creation, editing, and formatting using OpenXML SDK (.NET). Three pipelines: (A) create new documents from scratch, (B) fill/edit content in existing documents, (C) apply template formatting with XSD validation gate-check.
MiniMax-AI / minimax-music-genUse when user wants to generate music, songs, or audio tracks. Triggers on any request involving music creation, song writing, lyrics generation, audio production, or covers.
MiniMax-AI / minimax-music-playlistGenerate personalized music playlists by analyzing the user's music taste and generation feedback history. Triggers on any request involving playlist generation, music taste profiling, or personalized music recommendations. Supports multilingual triggers — match equivalent phrases in any language.
MiniMax-AI / shader-devComprehensive GLSL shader techniques for creating stunning visual effects — ray marching, SDF modeling, fluid simulation, particle systems, procedural generation, lighting, post-processing, and more.
MiniMax-AI / minimax-pdfUse this skill when visual quality and design identity matter for a PDF. CREATE (generate from scratch): "make a PDF", "generate a report", "write a proposal", "create a resume", "beautiful PDF", "professional document", "cover page", "polished PDF", "client-ready document".
MiniMax-AI / pptx-generatorGenerate, edit, and read PowerPoint presentations. Create from scratch with PptxGenJS (cover, TOC, content, section divider, summary slides), edit existing PPTX via XML workflows, or extract text with markitdown. Triggers: PPT, PPTX, PowerPoint, presentation, slide, deck, slides.
MiniMax-AI / ppt-editing-skillEdit existing PowerPoint files or templates with XML-safe workflows. Use for template-based deck updates: analyze layouts, map content to slides, duplicate/reorder/delete slides safely, edit slide XML in parallel, clean orphaned assets, and repack validated PPTX output.
MiniMax-AI / gif-sticker-makerConvert photos (people, pets, objects, logos) into 4 animated GIF stickers with captions. Use when: user wants to create cartoon stickers, GIF expressions, emoji packs, animated avatars, or convert photos to Funko Pop / Pop Mart blind box style animations.
MiniMax-AI / mmx-cliUse mmx to generate text, images, video, speech, and music via the MiniMax AI platform
