Instructions to use regularpooria/Trix with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- llama.cpp
How to use regularpooria/Trix with llama.cpp:
Install (macOS, Linux)
curl -LsSf https://llama.app/install.sh | sh # Start a local OpenAI-compatible server with a web UI: llama serve -hf regularpooria/Trix # Run inference directly in the terminal: llama cli -hf regularpooria/Trix
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf regularpooria/Trix # Run inference directly in the terminal: llama cli -hf regularpooria/Trix
Build from source code
git clone https://github.com/ggml-org/llama.cpp.git cd llama.cpp cmake -B build cmake --build build -j --target llama-app # Start a local OpenAI-compatible server with a web UI: ./build/bin/llama serve -hf regularpooria/Trix # Run inference directly in the terminal: ./build/bin/llama cli -hf regularpooria/Trix
Use Docker
docker model run hf.co/regularpooria/Trix
- Llama new
- LM Studio
- Jan
- vLLM
How to use regularpooria/Trix with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "regularpooria/Trix" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "regularpooria/Trix", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }'Use Docker
docker model run hf.co/regularpooria/Trix
- Ollama
How to use regularpooria/Trix with Ollama:
ollama run hf.co/regularpooria/Trix
- Unsloth Desktop
- Docker Model Runner
How to use regularpooria/Trix with Docker Model Runner:
docker model run hf.co/regularpooria/Trix
- Lemonade
How to use regularpooria/Trix with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull regularpooria/Trix
Run and chat with the model
lemonade run user.Trix-{{QUANT_TAG}}List all available models
lemonade list
- Atomic Chat
Commit History
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Verified signature# Trix A compact Gemma 3–based chatbot trained to act as **Pooria Roy's unofficial spokesperson**. Trix is designed to answer questions about Pooria Roy, his projects, background, achievements, and online presence while maintaining a playful, confident personality. The model specializes in short conversational responses and is optimized for local inference. --- # Overview Trix is a distilled conversational model built on top of Gemma 3 270M. Rather than fine-tuning on generic instruction-following data, the model was trained on a curated dataset focused entirely on interactions about Pooria Roy. The training data combines: * Real user messages collected from pooria.dev over two years * Human-guided prompt augmentation * Synthetic prompt generation from multiple frontier and open-source language models * Adversarial and jailbreak-focused examples * Multi-turn conversational examples The resulting model is capable of handling: * Factual questions about Pooria * Questions about p…99f11dc -
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