Instructions to use piskle/Bielik-V3.0-Instruct-11B-IQ2_XXS_GGUF 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 piskle/Bielik-V3.0-Instruct-11B-IQ2_XXS_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 piskle/Bielik-V3.0-Instruct-11B-IQ2_XXS_GGUF # Run inference directly in the terminal: llama cli -hf piskle/Bielik-V3.0-Instruct-11B-IQ2_XXS_GGUF
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf piskle/Bielik-V3.0-Instruct-11B-IQ2_XXS_GGUF # Run inference directly in the terminal: llama cli -hf piskle/Bielik-V3.0-Instruct-11B-IQ2_XXS_GGUF
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 piskle/Bielik-V3.0-Instruct-11B-IQ2_XXS_GGUF # Run inference directly in the terminal: ./llama-cli -hf piskle/Bielik-V3.0-Instruct-11B-IQ2_XXS_GGUF
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 piskle/Bielik-V3.0-Instruct-11B-IQ2_XXS_GGUF # Run inference directly in the terminal: ./build/bin/llama-cli -hf piskle/Bielik-V3.0-Instruct-11B-IQ2_XXS_GGUF
Use Docker
docker model run hf.co/piskle/Bielik-V3.0-Instruct-11B-IQ2_XXS_GGUF
- LM Studio
- Jan
- Ollama
How to use piskle/Bielik-V3.0-Instruct-11B-IQ2_XXS_GGUF with Ollama:
ollama run hf.co/piskle/Bielik-V3.0-Instruct-11B-IQ2_XXS_GGUF
- Unsloth Desktop
- Docker Model Runner
How to use piskle/Bielik-V3.0-Instruct-11B-IQ2_XXS_GGUF with Docker Model Runner:
docker model run hf.co/piskle/Bielik-V3.0-Instruct-11B-IQ2_XXS_GGUF
- Lemonade
How to use piskle/Bielik-V3.0-Instruct-11B-IQ2_XXS_GGUF with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull piskle/Bielik-V3.0-Instruct-11B-IQ2_XXS_GGUF
Run and chat with the model
lemonade run user.Bielik-V3.0-Instruct-11B-IQ2_XXS_GGUF-{{QUANT_TAG}}List all available models
lemonade list
- Atomic Chat
Model highly unstable, use only for basic information!
Bielik V3.0 11B Instruct, a language model made by SpeakLeash (aka Spichlerz), but heavily quantized. The model's raw weights were taken and compressed to IQ2_XXS, an aggresive form of quantization meant for GGUF models. It achieves ~10tok/s while using 3.1GB of RAM with a context window of 8 thousand on the MacBook Pro (base M1, 8GB of unified memory, 256GB of internal storage).
Bielik at this level of compression tends to hallucinate frequently and generate context in languages different than intended. (Polish and english are the intended languages.)
- Downloads last month
- 30
We're not able to determine the quantization variants.
Model tree for piskle/Bielik-V3.0-Instruct-11B-IQ2_XXS_GGUF
Base model
speakleash/Bielik-11B-v3-Base-20250730