Instructions to use TorpedoSoftware/Gemma-3-27B-Roblox-Luau 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 TorpedoSoftware/Gemma-3-27B-Roblox-Luau 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 TorpedoSoftware/Gemma-3-27B-Roblox-Luau:Q4_K_M # Run inference directly in the terminal: llama cli -hf TorpedoSoftware/Gemma-3-27B-Roblox-Luau:Q4_K_M
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf TorpedoSoftware/Gemma-3-27B-Roblox-Luau:Q4_K_M # Run inference directly in the terminal: llama cli -hf TorpedoSoftware/Gemma-3-27B-Roblox-Luau: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 TorpedoSoftware/Gemma-3-27B-Roblox-Luau:Q4_K_M # Run inference directly in the terminal: ./llama-cli -hf TorpedoSoftware/Gemma-3-27B-Roblox-Luau: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 TorpedoSoftware/Gemma-3-27B-Roblox-Luau:Q4_K_M # Run inference directly in the terminal: ./build/bin/llama-cli -hf TorpedoSoftware/Gemma-3-27B-Roblox-Luau:Q4_K_M
Use Docker
docker model run hf.co/TorpedoSoftware/Gemma-3-27B-Roblox-Luau:Q4_K_M
- LM Studio
- Jan
- vLLM
How to use TorpedoSoftware/Gemma-3-27B-Roblox-Luau with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "TorpedoSoftware/Gemma-3-27B-Roblox-Luau" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "TorpedoSoftware/Gemma-3-27B-Roblox-Luau", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }'Use Docker
docker model run hf.co/TorpedoSoftware/Gemma-3-27B-Roblox-Luau:Q4_K_M
- Ollama
How to use TorpedoSoftware/Gemma-3-27B-Roblox-Luau with Ollama:
ollama run hf.co/TorpedoSoftware/Gemma-3-27B-Roblox-Luau:Q4_K_M
- Unsloth Desktop
- Docker Model Runner
How to use TorpedoSoftware/Gemma-3-27B-Roblox-Luau with Docker Model Runner:
docker model run hf.co/TorpedoSoftware/Gemma-3-27B-Roblox-Luau:Q4_K_M
- Lemonade
How to use TorpedoSoftware/Gemma-3-27B-Roblox-Luau with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull TorpedoSoftware/Gemma-3-27B-Roblox-Luau:Q4_K_M
Run and chat with the model
lemonade run user.Gemma-3-27B-Roblox-Luau-Q4_K_M
List all available models
lemonade list
- Atomic Chat
File size: 979 Bytes
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"architectures": [
"Gemma3ForCausalLM"
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"cache_implementation": "hybrid",
"eos_token_id": [
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"head_dim": 128,
"hidden_activation": "gelu_pytorch_tanh",
"hidden_size": 5376,
"initializer_range": 0.02,
"intermediate_size": 21504,
"max_position_embeddings": 131072,
"mm_tokens_per_image": 256,
"model_type": "gemma3_text",
"num_attention_heads": 32,
"num_hidden_layers": 62,
"num_key_value_heads": 16,
"pad_token_id": 0,
"query_pre_attn_scalar": 168,
"rms_norm_eps": 1e-06,
"rope_local_base_freq": 10000.0,
"rope_scaling": {
"factor": 8.0,
"rope_type": "linear"
},
"rope_theta": 1000000.0,
"sliding_window": 1024,
"sliding_window_pattern": 6,
"torch_dtype": "float32",
"transformers_version": "4.51.2",
"use_cache": false,
"vocab_size": 262208
}
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