Instructions to use infosave/humanizer-cmf with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- cortiq
How to use infosave/humanizer-cmf with cortiq:
# one Rust binary, no additional dependencies cargo install cortiq-cli # or a prebuilt binary from github.com/infosave2007/cmf/releases hf download infosave/humanizer-cmf --include "*.cmf" --local-dir . ls *.cmf # some repos ship more than one quantization
cortiq run FILE.cmf --prompt "What is the capital of France?"
cortiq serve FILE.cmf --port 8080 # OpenAI-compatible server
- Notebooks
- Google Colab
- Kaggle
Commit History
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Vulkan numbers with the batched Gemma-4 prompt graph (cortiq 0.8.16)
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Files carry max_tokens=2048 in their sampling defaults (cortiq 0.8.16 serve uses it); weights unchanged
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Metal numbers with the Gemma-4 graph (cortiq 0.8.16)
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Model card
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humanizer 12B in CMF: q8_2f (default) and q4tp-ffn
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initial commit
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