Instructions to use FPHam/gemma-3-27b-entropy-v1-gguf with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Notebooks
Google Colab
Kaggle
Local Apps Settings

How to use FPHam/gemma-3-27b-entropy-v1-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 FPHam/gemma-3-27b-entropy-v1-gguf:Q4_K_M_O
# Run inference directly in the terminal:
llama cli -hf FPHam/gemma-3-27b-entropy-v1-gguf:Q4_K_M_O

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf FPHam/gemma-3-27b-entropy-v1-gguf:Q4_K_M_O
# Run inference directly in the terminal:
llama cli -hf FPHam/gemma-3-27b-entropy-v1-gguf:Q4_K_M_O

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 FPHam/gemma-3-27b-entropy-v1-gguf:Q4_K_M_O
# Run inference directly in the terminal:
./llama-cli -hf FPHam/gemma-3-27b-entropy-v1-gguf:Q4_K_M_O

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 FPHam/gemma-3-27b-entropy-v1-gguf:Q4_K_M_O
# Run inference directly in the terminal:
./build/bin/llama-cli -hf FPHam/gemma-3-27b-entropy-v1-gguf:Q4_K_M_O

Use Docker

docker model run hf.co/FPHam/gemma-3-27b-entropy-v1-gguf:Q4_K_M_O

LM Studio
Jan
Ollama
How to use FPHam/gemma-3-27b-entropy-v1-gguf with Ollama:
```
ollama run hf.co/FPHam/gemma-3-27b-entropy-v1-gguf:Q4_K_M_O
```

Unsloth Studio

How to use FPHam/gemma-3-27b-entropy-v1-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 FPHam/gemma-3-27b-entropy-v1-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 FPHam/gemma-3-27b-entropy-v1-gguf to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for FPHam/gemma-3-27b-entropy-v1-gguf to start chatting

Docker Model Runner
How to use FPHam/gemma-3-27b-entropy-v1-gguf with Docker Model Runner:
```
docker model run hf.co/FPHam/gemma-3-27b-entropy-v1-gguf:Q4_K_M_O
```

Lemonade

How to use FPHam/gemma-3-27b-entropy-v1-gguf with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull FPHam/gemma-3-27b-entropy-v1-gguf:Q4_K_M_O

Run and chat with the model

lemonade run user.gemma-3-27b-entropy-v1-gguf-Q4_K_M_O

List all available models

lemonade list

Atomic Chat

FPHam commited on Feb 18

Commit

f057624

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1 Parent(s): 8ea9805

Update README.md

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@@ -1,8 +1,8 @@
-GGUF of Model created from Unslop Dataset
 https://huggingface.co/datasets/N8Programs/unslop-good
-on Gemma 27b:
-https://huggingface.co/ysong21/entropy-v1-fp8

+Quantized GGUF of Model created from Unslop Dataset
+Dataset:
 https://huggingface.co/datasets/N8Programs/unslop-good
+Applied to Gemma 27b:
+https://huggingface.co/ysong21/entropy-v1-fp8