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
16 days ago
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card: auto-skills (0.8.6), one paragraph
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17 days ago
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docs: add Cortiq 0.8.5 System One adapter
Verified signatureDocument the opt-in Jev-compatible System One request adapter.922a168
20 days ago
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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 -
Link the public CMF Decision interactive Space
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Add hosted CMF routing service alongside local setup
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Cortiq 0.8.0: primary Metal/Vulkan charts, Cargo installation and GPU API guide
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Rename model card to CMF Decision and add decision-discovery tags
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Document Cargo installation and verified Metal/Vulkan decision backend
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21 days ago
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Describe custom skills and oracle; clarify measured hardware and language scope
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Simplify public quick start and use Cortiq 0.7.9
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Redesign private model card: concise quickstart, comparison charts and separate methodology
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Cortiq Decision 0.7.8: one CMF model (banking77, clinc150, massive), README, API, ORACLE, SHA256SUMS
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22 days ago
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v3: README speed table from sequential measurements; serve-latency evidence
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v3: own working CMF models (Embryo + hashed lexical resonance), product tier, runtime, evidence
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23 days ago
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Use MiMo 2.6 Pro as explicit oracle; reserve Jev for benchmarks; preserve CMF weights
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Publish CLINC150 results, real Jev cascade and reader-first article
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Add hot-install CMF skills: create, install, run, oracle and verified rollback
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Publish compact resonance CMFs without encoders; preserve original quality and all existing weights
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Complete prepared-signal resonance API, model builder and durable lifecycle; clarify core latency
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Accelerate native text-to-decision 5.5x with audited parity; preserve CMF weights and lifecycle
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Add tested native skill lifecycle, shared encoder and verified Jev oracle; preserve base models
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Add private native Embryo resonance companion, tested API and custom-model builder; preserve main model
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Simplify patent reference in article and model card
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Cortiq Decision: professional model card, practical article and verified Patent 1 reference
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Cortiq Decision: practical quickstart and one-command custom model training
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Private CMF BANKING77 research release with measured evidence
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Private CMF BANKING77 research release with measured evidence
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