Instructions to use ggml-org-dev/tinygemma3-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 ggml-org-dev/tinygemma3-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 ggml-org-dev/tinygemma3-GGUF:Q8_0 # Run inference directly in the terminal: llama cli -hf ggml-org-dev/tinygemma3-GGUF:Q8_0
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf ggml-org-dev/tinygemma3-GGUF:Q8_0 # Run inference directly in the terminal: llama cli -hf ggml-org-dev/tinygemma3-GGUF:Q8_0
Build from source code
git clone https://github.com/ggml-org/llama.cpp.git cd llama.cpp cmake -B build cmake --build build -j --target llama-app # Start a local OpenAI-compatible server with a web UI: ./build/bin/llama serve -hf ggml-org-dev/tinygemma3-GGUF:Q8_0 # Run inference directly in the terminal: ./build/bin/llama cli -hf ggml-org-dev/tinygemma3-GGUF:Q8_0
Use Docker
docker model run hf.co/ggml-org-dev/tinygemma3-GGUF:Q8_0
- Llama new
- LM Studio
- Jan
- Ollama
How to use ggml-org-dev/tinygemma3-GGUF with Ollama:
ollama run hf.co/ggml-org-dev/tinygemma3-GGUF:Q8_0
- Unsloth Desktop
- Docker Model Runner
How to use ggml-org-dev/tinygemma3-GGUF with Docker Model Runner:
docker model run hf.co/ggml-org-dev/tinygemma3-GGUF:Q8_0
- Lemonade
How to use ggml-org-dev/tinygemma3-GGUF with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull ggml-org-dev/tinygemma3-GGUF:Q8_0
Run and chat with the model
lemonade run user.tinygemma3-GGUF-Q8_0
List all available models
lemonade list
- Atomic Chat
Copy files from models/ggml-org/tinygemma3-GGUF
Browse filesThis view is limited to 50 files because it contains too many changes. See raw diff
- .gitattributes +3 -0
- README.md +11 -0
- mmproj-tinygemma3.gguf +3 -0
- test/0_cat.png +0 -0
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- test/49_frog.png +0 -0
- test/4_frog.png +0 -0
- test/50_truck.png +0 -0
- test/51_ship.png +0 -0
.gitattributes
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---
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license: wtfpl
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base_model:
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- ngxson/tinygemma3_cifar
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---
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# tinygemma3 with vision
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This is trained on [CIFAR-10](https://huggingface.co/datasets/uoft-cs/cifar10) dataset.
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Used by llama.cpp CI test
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version https://git-lfs.github.com/spec/v1
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oid sha256:93c2ba8c34574dd8f2dfda64931fc20943de2f941bfe03e6e9eca68951b80604
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size 1039072
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