Andreas Trawoeger
Community@atrawog · Vienna,Austria
Agent Skills by Andreas Trawoeger
Showing 42 vetted skills indexed across 1 GitHub repositories.
atrawoggpu
Monitor GPU status, VRAM, and loaded models for Ollama inference.
atrawogchat
Access Ollama REST API endpoints from Python for model management.
atrawoglangchain
Automate LLM application development with prompts, models, and orchestration abstractions.
atrawogqlora
Fine-tune large language models with QLoRA adapters and configurable quantization.
atrawogvision
Fine-tune vision-language models with Unsloth's FastVisionModel and LoRA.
atrawogfinetuning
Fine-tune domain-specific LLMs with PyTorch and HuggingFace Trainer.
atrawogdpo
Optimize policy directly from chosen/rejected preference pairs using DPOTrainer and DPOConfig.
atrawograg
Retrieve knowledge base context to ground LLM answers with RAG.
atrawogpeft
Fine-tune large language models with LoRA, QLoRA, Unsloth adapters in PyTorch workflows.
atrawogquantization
Quantize neural network models to FP32, FP16, BF16, INT8, or INT4 precisions.
atrawogtransformers
Explain Transformer architecture fundamentals including self-attention and building blocks.
atrawoggrpo
Train models with group-relative policy gradient reinforcement learning.
atrawogreward
Train reward models with TRL RewardTrainer and LoRA for RLHF pipelines.
atrawoginference
Run batch and interactive LLM inference with a vLLM backend.
atrawogevaluation
Evaluate LLM outputs with Evidently.ai descriptors for classification and generative tasks.
atrawogsft
Provides SFT training patterns and Unsloth optimizations for LLM instruction-tuning workflows.
atrawoghuggingface
Import GGUF models from HuggingFace into Ollama for local inference.
atrawogollama
Manage and interact with local Ollama models via a Pythonic API.
atrawogrloo
Reduce gradient variance in reinforcement learning policy optimization with leave-one-out baselines.
atrawogopenai
Migrate OpenAI-based apps to a local Ollama instance via the OpenAI Python client.
atrawogopenwebui
Configure, start, and monitor Open WebUI for Ollama models.
atrawoginstall
Automate installation of standalone development tools via a single dispatcher.
atrawogk3d
Manage local k3d Kubernetes clusters inside Podman containers.
atrawogrecord
Record terminal sessions as asciinema cast files with metadata.