Instructions to use HuggingFaceBio/Carbon-3B-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 HuggingFaceBio/Carbon-3B-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 HuggingFaceBio/Carbon-3B-GGUF:Q4_K_M # Run inference directly in the terminal: llama cli -hf HuggingFaceBio/Carbon-3B-GGUF:Q4_K_M
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf HuggingFaceBio/Carbon-3B-GGUF:Q4_K_M # Run inference directly in the terminal: llama cli -hf HuggingFaceBio/Carbon-3B-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 HuggingFaceBio/Carbon-3B-GGUF:Q4_K_M # Run inference directly in the terminal: ./llama-cli -hf HuggingFaceBio/Carbon-3B-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 HuggingFaceBio/Carbon-3B-GGUF:Q4_K_M # Run inference directly in the terminal: ./build/bin/llama-cli -hf HuggingFaceBio/Carbon-3B-GGUF:Q4_K_M
Use Docker
docker model run hf.co/HuggingFaceBio/Carbon-3B-GGUF:Q4_K_M
- LM Studio
- Jan
- Ollama
How to use HuggingFaceBio/Carbon-3B-GGUF with Ollama:
ollama run hf.co/HuggingFaceBio/Carbon-3B-GGUF:Q4_K_M
- Unsloth Desktop
- Docker Model Runner
How to use HuggingFaceBio/Carbon-3B-GGUF with Docker Model Runner:
docker model run hf.co/HuggingFaceBio/Carbon-3B-GGUF:Q4_K_M
- Lemonade
How to use HuggingFaceBio/Carbon-3B-GGUF with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull HuggingFaceBio/Carbon-3B-GGUF:Q4_K_M
Run and chat with the model
lemonade run user.Carbon-3B-GGUF-Q4_K_M
List all available models
lemonade list
- Atomic Chat
Commit History
2 days ago
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Update llama.cpp usage to the current CLI (#2)
- Update llama.cpp usage to the current CLI (495732c28710096eea7bae25b388fe7550ab40ff)e62dc1a
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Cleanup: drop SHA256 column + remove stale Files section
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Expand quant table with K-quants
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Add Q4_K_M quantization
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Add Q5_K_M quantization
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Add Q6_K quantization
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Add Q8_0 quant info + Mac/llama-completion note
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Add Q8_0 quantization
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Re-convert without chat template
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Re-convert with k-mer collision fix (marker)
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card: add llama-server speculative decoding example
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card: HybridDNATokenizer merged upstream (#23410)
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card: add download step, point parity to ggml-org/vocabs
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card: add YaRN long-context, likelihood scoring, FNS note
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card: add draft-model download instructions
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Add bf16 GGUF
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Add model card
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initial commit
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