Instructions to use Zrald/offline-ai-models 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 Zrald/offline-ai-models 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 Zrald/offline-ai-models:Q4_K_M # Run inference directly in the terminal: llama cli -hf Zrald/offline-ai-models:Q4_K_M
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf Zrald/offline-ai-models:Q4_K_M # Run inference directly in the terminal: llama cli -hf Zrald/offline-ai-models: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 Zrald/offline-ai-models:Q4_K_M # Run inference directly in the terminal: ./llama-cli -hf Zrald/offline-ai-models: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 Zrald/offline-ai-models:Q4_K_M # Run inference directly in the terminal: ./build/bin/llama-cli -hf Zrald/offline-ai-models:Q4_K_M
Use Docker
docker model run hf.co/Zrald/offline-ai-models:Q4_K_M
- Llama new
- LM Studio
- Jan
- Ollama
How to use Zrald/offline-ai-models with Ollama:
ollama run hf.co/Zrald/offline-ai-models:Q4_K_M
- Unsloth Desktop
- Docker Model Runner
How to use Zrald/offline-ai-models with Docker Model Runner:
docker model run hf.co/Zrald/offline-ai-models:Q4_K_M
- Lemonade
How to use Zrald/offline-ai-models with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull Zrald/offline-ai-models:Q4_K_M
Run and chat with the model
lemonade run user.offline-ai-models-Q4_K_M
List all available models
lemonade list
- Atomic Chat
Upload models/manifest.json with huggingface_hub
Browse files- models/manifest.json +16 -1
models/manifest.json
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"updated": "2026-10-02",
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"models": [
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"min_ram_gb": 3,
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"ppl_wikitext2": 11.79,
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"baseline_ppl": 11.57
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"version": 11,
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"updated": "2026-10-02",
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"models": [
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"min_ram_gb": 3,
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"ppl_wikitext2": 11.79,
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"baseline_ppl": 11.57
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},
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{
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"id": "qwen25-3b-instruct-hq",
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"name": "Qwen2.5-3B Instruct (HyperQuant)",
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"file": "qwen25-3b-instruct-hq.gguf",
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"url": "https://huggingface.co/Zrald/offline-AI-models/resolve/main/models/qwen25-3b-instruct-hq.gguf",
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"size": 2224815424,
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"sha256": "7d5c2fa13a91d113856c45698f965d0212a2a969a7b13f54337c6ba5a1a8ca22",
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"ctx": 8192,
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"threads": 6,
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"quant": "HQ Q5_K_M + imatrix, 5.4 bpw",
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"type": "hq",
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"min_ram_gb": 4,
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"ppl_wikitext2": 7.99,
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"baseline_ppl": 7.83
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}
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}
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