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Arize-ai / phoenix-phoenix-evals exact

Build and run evaluators for AI/LLM applications using Phoenix.

rcantarelli11 / shared-skills-model-router exact

A comprehensive AI model routing system that automatically selects the optimal model for any task. Set up multiple AI providers (Anthropic, OpenAI, Gemini, Moonshot, Z.ai, GLM) with secure API key...

Arize-ai / phoenix-phoenix-tracing exact

OpenInference semantic conventions and instrumentation for Phoenix AI observability. Use when implementing LLM tracing, creating custom spans, or deploying to production.

RefoundAI / lenny-skills-vibe-coding exact

Help users build software using AI coding tools. Use when someone is using AI to generate code, building prototypes without deep technical skills, or exploring how non-engineers can create...

ngxtm / devkit-foundry-sdk-python exact

Build AI applications using the Azure AI Projects Python SDK (azure-ai-projects). Use when working with Foundry project clients, creating versioned agents with PromptAgentDefinition, running...

existential-birds / beagle-pydantic-ai-testing exact

Test PydanticAI agents using TestModel, FunctionModel, VCR cassettes, and inline snapshots. Use when writing unit tests, mocking LLM responses, or recording API interactions.

ngxtm / devkit-repomix exact

Package entire code repositories into single AI-friendly files using Repomix. Capabilities include pack codebases with customizable include/exclude patterns, generate multiple output formats (XML,...

existential-birds / beagle-pydantic-ai-common-pitfalls exact

Avoid common mistakes and debug issues in PydanticAI agents. Use when encountering errors, unexpected behavior, or when reviewing agent implementations.

ngxtm / devkit-google-adk-python exact

Build AI agents with Google ADK Python (Agent Development Kit). Use for multi-agent systems, workflow agents (sequential/parallel/loop), Vertex AI deployment, tool integration, human-in-the-loop.

zechenzhangAGI / ai-research-skills-axolotl exact

Expert guidance for fine-tuning LLMs with Axolotl - YAML configs, 100+ models, LoRA/QLoRA, DPO/KTO/ORPO/GRPO, multimodal support

zechenzhangAGI / ai-research-skills-simpo-training exact

Simple Preference Optimization for LLM alignment. Reference-free alternative to DPO with better performance (+6.4 points on AlpacaEval 2.0). No reference model needed, more efficient than DPO. Use...

zechenzhangAGI / ai-research-skills-nemo-guardrails exact

NVIDIA's runtime safety framework for LLM applications. Features jailbreak detection, input/output validation, fact-checking, hallucination detection, PII filtering, toxicity detection. Uses...

zechenzhangAGI / ai-research-skills-ray-data exact

Scalable data processing for ML workloads. Streaming execution across CPU/GPU, supports Parquet/CSV/JSON/images. Integrates with Ray Train, PyTorch, TensorFlow. Scales from single machine to 100s...

zechenzhangAGI / ai-research-skills-whisper exact

OpenAI's general-purpose speech recognition model. Supports 99 languages, transcription, translation to English, and language identification. Six model sizes from tiny (39M params) to large (1550M...

zechenzhangAGI / ai-research-skills-mamba-architecture exact

State-space model with O(n) complexity vs Transformers' O(nΒ²). 5Γ— faster inference, million-token sequences, no KV cache. Selective SSM with hardware-aware design. Mamba-1 (d_state=16) and Mamba-2...

llava 0.00
zechenzhangAGI / ai-research-skills-llava exact

Large Language and Vision Assistant. Enables visual instruction tuning and image-based conversations. Combines CLIP vision encoder with Vicuna/LLaMA language models. Supports multi-turn image...

zechenzhangAGI / ai-research-skills-awq-quantization exact

Activation-aware weight quantization for 4-bit LLM compression with 3x speedup and minimal accuracy loss. Use when deploying large models (7B-70B) on limited GPU memory, when you need faster...

zechenzhangAGI / ai-research-skills-nemo-curator exact

GPU-accelerated data curation for LLM training. Supports text/image/video/audio. Features fuzzy deduplication (16Γ— faster), quality filtering (30+ heuristics), semantic deduplication, PII...

zechenzhangAGI / ai-research-skills-slime-rl-training exact

Provides guidance for LLM post-training with RL using slime, a Megatron+SGLang framework. Use when training GLM models, implementing custom data generation workflows, or needing tight Megatron-LM...