Instructions to use SaisExperiments/ToastyPigeon_gemma-3-27b-experiment-storyteller-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use SaisExperiments/ToastyPigeon_gemma-3-27b-experiment-storyteller-GGUF with llama-cpp-python:

# !pip install llama-cpp-python

from llama_cpp import Llama

llm = Llama.from_pretrained(
	repo_id="SaisExperiments/ToastyPigeon_gemma-3-27b-experiment-storyteller-GGUF",
	filename="gemma-3-27B-experiment-storyteller-IQ2_M.gguf",
)

llm.create_chat_completion(
	messages = "No input example has been defined for this model task."
)

Notebooks
Google Colab
Kaggle
Local Apps Settings

llama.cpp

How to use SaisExperiments/ToastyPigeon_gemma-3-27b-experiment-storyteller-GGUF with llama.cpp:

Install from brew

brew install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf SaisExperiments/ToastyPigeon_gemma-3-27b-experiment-storyteller-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama-cli -hf SaisExperiments/ToastyPigeon_gemma-3-27b-experiment-storyteller-GGUF:Q4_K_M

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf SaisExperiments/ToastyPigeon_gemma-3-27b-experiment-storyteller-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama-cli -hf SaisExperiments/ToastyPigeon_gemma-3-27b-experiment-storyteller-GGUF:Q4_K_M

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 SaisExperiments/ToastyPigeon_gemma-3-27b-experiment-storyteller-GGUF:Q4_K_M
# Run inference directly in the terminal:
./llama-cli -hf SaisExperiments/ToastyPigeon_gemma-3-27b-experiment-storyteller-GGUF:Q4_K_M

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 SaisExperiments/ToastyPigeon_gemma-3-27b-experiment-storyteller-GGUF:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf SaisExperiments/ToastyPigeon_gemma-3-27b-experiment-storyteller-GGUF:Q4_K_M

Use Docker

docker model run hf.co/SaisExperiments/ToastyPigeon_gemma-3-27b-experiment-storyteller-GGUF:Q4_K_M

LM Studio
Jan
Ollama
How to use SaisExperiments/ToastyPigeon_gemma-3-27b-experiment-storyteller-GGUF with Ollama:
```
ollama run hf.co/SaisExperiments/ToastyPigeon_gemma-3-27b-experiment-storyteller-GGUF:Q4_K_M
```

Unsloth Studio

How to use SaisExperiments/ToastyPigeon_gemma-3-27b-experiment-storyteller-GGUF with Unsloth Studio:

Install Unsloth Studio (macOS, Linux, WSL)

curl -fsSL https://unsloth.ai/install.sh | sh
# Run unsloth studio
unsloth studio -H 0.0.0.0 -p 8888
# Then open http://localhost:8888 in your browser
# Search for SaisExperiments/ToastyPigeon_gemma-3-27b-experiment-storyteller-GGUF to start chatting

Install Unsloth Studio (Windows)

irm https://unsloth.ai/install.ps1 | iex
# Run unsloth studio
unsloth studio -H 0.0.0.0 -p 8888
# Then open http://localhost:8888 in your browser
# Search for SaisExperiments/ToastyPigeon_gemma-3-27b-experiment-storyteller-GGUF to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for SaisExperiments/ToastyPigeon_gemma-3-27b-experiment-storyteller-GGUF to start chatting

Atomic Chat new
Docker Model Runner
How to use SaisExperiments/ToastyPigeon_gemma-3-27b-experiment-storyteller-GGUF with Docker Model Runner:
```
docker model run hf.co/SaisExperiments/ToastyPigeon_gemma-3-27b-experiment-storyteller-GGUF:Q4_K_M
```

Lemonade

How to use SaisExperiments/ToastyPigeon_gemma-3-27b-experiment-storyteller-GGUF with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull SaisExperiments/ToastyPigeon_gemma-3-27b-experiment-storyteller-GGUF:Q4_K_M

Run and chat with the model

lemonade run user.ToastyPigeon_gemma-3-27b-experiment-storyteller-GGUF-Q4_K_M

List all available models

lemonade list

SaisExperiments/ToastyPigeon_gemma-3-27b-storyteller-GGUF

Quantization Overview

GGUF files ahead! This repository holds GGUF quantized versions derived from the storyteller model: ToastyPigeon/gemma-3-27b-experiment-storyteller.

Quantization executed by SaisExperiments.

Base Model Blueprint

Need the full schematics? original model card. Consult it for no details at all x3.

Input Protocol (Instruct Format)

Feed instructions using the standard Gemma 2/3 instruct format. Structure is critical. Adhere strictly to the tokens. An optional system role might be recognized depending on the base fine-tune.

<start_of_turn>system
{optional system prompt here}<end_of_turn>
<start_of_turn>user
{User messages. You can also place the system prompt here.}<end_of_turn>
<start_of_turn>model
{Model's response}<end_of_turn>

Mandate: Follow the format precisely. Deviations compromise output integrity.

GGUF Quantization by: SaisExperiments

Downloads last month: 132

GGUF

Model size

27B params

Architecture

gemma3

Hardware compatibility

2-bit

3-bit

4-bit

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6-bit

8-bit

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Model tree for SaisExperiments/ToastyPigeon_gemma-3-27b-experiment-storyteller-GGUF

Base model

ToastyPigeon/gemma-3-27b-experiment-storyteller

Quantized

(3)

this model