guidance
97Skill Claude CodeCodex
Constrain LLM output with grammars; guarantee valid JSON.
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Skill Claude CodeCodex
Constrain LLM output with grammars; guarantee valid JSON.
Skill Claude CodeCodex
HuggingFace hf CLI: search/download/upload models, datasets.
Skill Claude CodeCodex
Fast BPE/WordPiece tokenization and custom vocab training.
Skill Claude CodeCodex
Use this skill for local GGUF inference, quant selection, or Hugging Face repo discovery for llama.cpp.
Skill Claude CodeCodex
Outlines: structured JSON/regex/Pydantic LLM generation.
Skill Claude CodeCodex
Use when deploying production LLM APIs, optimizing inference latency/throughput, or serving models with limited GPU memory. Supports OpenAI-compatible endpoints, quantization (GPTQ/AWQ/FP8), and tensor parallelism.
Skill Claude CodeCodex
Structured LLM outputs validated with Pydantic.
Skill Claude CodeCodex
On-demand GPU cloud instances for ML training.
Skill Claude CodeCodex needs its repo
Vision-language chat: VQA, captioning, image dialogue.
Skill Claude CodeCodex
Serverless GPU cloud for ML jobs and model APIs.
Skill Claude CodeCodex needs its repo
SAM: zero-shot image segmentation via points, boxes, masks.
Skill Claude CodeCodex
Curate LLM training data: dedupe, filter, PII redaction.
Skill Claude CodeCodex needs its repo
OBLITERATUS: abliterate LLM refusals (diff-in-means).
Skill Claude CodeCodex
Fine-tune large LLMs with LoRA on limited GPU memory.
Skill Claude CodeCodex
Managed vector DB for production RAG and search.
Skill Claude CodeCodex
Fully sharded data-parallel training for large models.
Skill Claude CodeCodex
Clean training loops with built-in distributed support.
Skill Claude CodeCodex
Vector search engine for production RAG systems.
Skill Claude CodeCodex
DSPy: declarative LM programs, auto-optimize prompts, RAG.
Skill Claude CodeCodex
Train sparse autoencoders to interpret model features.
Skill Claude CodeCodex needs its repo
Reference-free preference alignment, simpler than DPO.
Skill Claude CodeCodex
RL post-training for LLMs with Megatron and SGLang.
Skill Claude CodeCodex
Text-to-image generation, inpainting, and img2img.
Skill Claude CodeCodex
High-throughput LLM inference on NVIDIA GPUs.
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