Instructions to use rkstgr/typer-1.5b-instruct-gguf with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use rkstgr/typer-1.5b-instruct-gguf with Transformers:
# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("rkstgr/typer-1.5b-instruct-gguf", device_map="auto") - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- llama.cpp
How to use rkstgr/typer-1.5b-instruct-gguf 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 rkstgr/typer-1.5b-instruct-gguf:Q8_0 # Run inference directly in the terminal: llama cli -hf rkstgr/typer-1.5b-instruct-gguf:Q8_0
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf rkstgr/typer-1.5b-instruct-gguf:Q8_0 # Run inference directly in the terminal: llama cli -hf rkstgr/typer-1.5b-instruct-gguf:Q8_0
Use pre-built binary
# Download pre-built binary from: # https://github.com/ggerganov/llama.cpp/releases # Start a local OpenAI-compatible server with a web UI: ./llama-server -hf rkstgr/typer-1.5b-instruct-gguf:Q8_0 # Run inference directly in the terminal: ./llama-cli -hf rkstgr/typer-1.5b-instruct-gguf:Q8_0
Build from source code
git clone https://github.com/ggerganov/llama.cpp.git cd llama.cpp cmake -B build cmake --build build -j --target llama-server llama-cli # Start a local OpenAI-compatible server with a web UI: ./build/bin/llama-server -hf rkstgr/typer-1.5b-instruct-gguf:Q8_0 # Run inference directly in the terminal: ./build/bin/llama-cli -hf rkstgr/typer-1.5b-instruct-gguf:Q8_0
Use Docker
docker model run hf.co/rkstgr/typer-1.5b-instruct-gguf:Q8_0
- LM Studio
- Jan
- Ollama
How to use rkstgr/typer-1.5b-instruct-gguf with Ollama:
ollama run hf.co/rkstgr/typer-1.5b-instruct-gguf:Q8_0
- Unsloth Desktop
- Docker Model Runner
How to use rkstgr/typer-1.5b-instruct-gguf with Docker Model Runner:
docker model run hf.co/rkstgr/typer-1.5b-instruct-gguf:Q8_0
- Lemonade
How to use rkstgr/typer-1.5b-instruct-gguf with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull rkstgr/typer-1.5b-instruct-gguf:Q8_0
Run and chat with the model
lemonade run user.typer-1.5b-instruct-gguf-Q8_0
List all available models
lemonade list
- Atomic Chat
How to use from
llama.cppInstall from WinGet (Windows)
winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf rkstgr/typer-1.5b-instruct-gguf:Q8_0# Run inference directly in the terminal:
llama cli -hf rkstgr/typer-1.5b-instruct-gguf:Q8_0Use pre-built binary
# Download pre-built binary from:
# https://github.com/ggerganov/llama.cpp/releases# Start a local OpenAI-compatible server with a web UI:
./llama-server -hf rkstgr/typer-1.5b-instruct-gguf:Q8_0# Run inference directly in the terminal:
./llama-cli -hf rkstgr/typer-1.5b-instruct-gguf:Q8_0Build from source code
git clone https://github.com/ggerganov/llama.cpp.git
cd llama.cpp
cmake -B build
cmake --build build -j --target llama-server llama-cli# Start a local OpenAI-compatible server with a web UI:
./build/bin/llama-server -hf rkstgr/typer-1.5b-instruct-gguf:Q8_0# Run inference directly in the terminal:
./build/bin/llama-cli -hf rkstgr/typer-1.5b-instruct-gguf:Q8_0Use Docker
docker model run hf.co/rkstgr/typer-1.5b-instruct-gguf:Q8_0Quick Links
Typer: LLM for Typst
This repository contains GGUF quantized versions of typer-1.5b-instruct.
Usage with Ollama
ollama run rkstgr/typer-1.5b-instruct
Model Details
- Training: Fine-tuned using Unsloth and LoRa
Acknowledgements
Computational resources were provided by the German AI Service Center WestAI.
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Model tree for rkstgr/typer-1.5b-instruct-gguf
Base model
Qwen/Qwen2.5-1.5B Finetuned
Qwen/Qwen2.5-Coder-1.5B Quantized
rkstgr/typer-1.5b-base-gguf
Install (macOS, Linux)
# Start a local OpenAI-compatible server with a web UI: llama serve -hf rkstgr/typer-1.5b-instruct-gguf:Q8_0# Run inference directly in the terminal: llama cli -hf rkstgr/typer-1.5b-instruct-gguf:Q8_0