Text Classification
cortiq
Laya
English
cmf
jev
decision-making
structured-output
tool-selection
semantic-routing
on-device
metal
vulkan
intent-classification
resonance-routing
Instructions to use infosave/cmf-decision with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- cortiq
How to use infosave/cmf-decision 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/cmf-decision --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
- Laya
How to use infosave/cmf-decision with Laya:
# No code snippets available yet for this library. # To use this model, check the repository files and the library's documentation. # Want to help? PRs adding snippets are welcome at: # https://github.com/huggingface/huggingface.js
- Notebooks
- Google Colab
- Kaggle
Commit History
26 days ago
-
Document the measured Laya 77-option comparison with reproducible evidence
Verified signatureAdd English/Russian charts, methodology, raw decisions, reproduction inputs and honest scope. Preserve existing Jev/GPU results and model weights.2dfa513 -
Document Cargo installation and verified Metal/Vulkan decision backend
Verified signature9974f46
27 days ago
-
Redesign private model card: concise quickstart, comparison charts and separate methodology
Verified signature8f78c5c
28 days ago
-
v3: own working CMF models (Embryo + hashed lexical resonance), product tier, runtime, evidence
Verified signaturea33e123
29 days ago
-
Use MiMo 2.6 Pro as explicit oracle; reserve Jev for benchmarks; preserve CMF weights
Verified signature1159a99 -
Publish CLINC150 results, real Jev cascade and reader-first article
Verified signaturef545542 -
Cortiq Decision: professional model card, practical article and verified Patent 1 reference
Verified signature7db8695 -
Private CMF BANKING77 research release with measured evidence
Verified signaturee916c10