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cmf-decision

Text Classification
cortiq
Laya
English
cmf
jev
decision-making
structured-output
tool-selection
semantic-routing
on-device
metal
vulkan
intent-classification
resonance-routing
Model card Files
xet
 Community
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1 Parent(s): 51d4b8e

Describe custom skills and oracle; clarify measured hardware and language scope

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Files changed (4) hide show
  1. BENCHMARKS.md +14 -0
  2. README.md +4 -3
  3. README_RU.md +4 -3
  4. SHA256SUMS +3 -3
BENCHMARKS.md CHANGED
@@ -66,3 +66,17 @@ File SHA-256: `ed9b8ec2bbfe9e9fd30f14a5eaf82314f38bc7e7510a39772baa2de3801d79b1`
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  - Resonance Routing — US Patent Application 19/452,440.
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  The redesign changes documentation and figures only. No new accuracy, timing or paid oracle runs were performed for it.
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  - Resonance Routing — US Patent Application 19/452,440.
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  The redesign changes documentation and figures only. No new accuracy, timing or paid oracle runs were performed for it.
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+
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+ ## Execution and language scope
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+
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+ The measurements above use the **local decision path on CPU**. In Cortiq
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+ 0.7.9, the decision encoder explicitly calls the host FP32 GEMM; it does not
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+ dispatch to Metal or Vulkan. GPU support elsewhere in the Cortiq engine does
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+ not establish GPU acceleration for this decision model. No GPU speedup is
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+ claimed here.
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+
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+ The included seed skills and their reported scores were evaluated in English.
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+ The CMF format itself does not impose a language; local language coverage
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+ depends on the encoder and skill training data. An optional oracle can handle
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+ cases outside the local skills, within that oracle's language capabilities.
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+ Enabling an oracle does not by itself certify multilingual local accuracy.
README.md CHANGED
@@ -18,11 +18,12 @@ tags:
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  Turn a customer message into a clear action: route a request, classify an intent,
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  or choose a tool using your own trained skill. Cortiq selects a label or abstains
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- when uncertain — **without generating tokens**.
 
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- **304.5 MB · CPU-only · English · Three ready-to-use skills**
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- [Quick start](#quick-start) · [Your own skill](#add-your-own-skill) · [API](API.md) · [Benchmark details](BENCHMARKS.md) · [На русском](README_RU.md)
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  ## Quick start
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  Turn a customer message into a clear action: route a request, classify an intent,
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  or choose a tool using your own trained skill. Cortiq selects a label or abstains
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+ when uncertain — **without generating tokens locally**. Connect an optional
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+ oracle for unfamiliar cases, then use its answers to grow your local skills.
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+ **Local decisions · Custom skills · Optional oracle**
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+ [Quick start](#quick-start) · [Your own skill](#add-your-own-skill) · [Oracle](ORACLE.md#connect-openrouter) · [API](API.md) · [Benchmarks](BENCHMARKS.md) · [На русском](README_RU.md)
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  ## Quick start
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README_RU.md CHANGED
@@ -4,11 +4,12 @@
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  Определите тему обращения, направьте запрос в нужный отдел или обучите свой
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  навык выбора инструмента. Cortiq выбирает метку, а при неопределённости
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- отказывается от ответа — **без генерации токенов**.
 
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- **304,5 МБ · Работа на CPU · Английский язык · Три готовых навыка**
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- [Запуск](#быстрый-запуск) · [Свой навык](#добавьте-свой-навык) · [API](API.md) · [Методика](BENCHMARKS.md) · [English](README.md)
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  ## Быстрый запуск
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  Определите тему обращения, направьте запрос в нужный отдел или обучите свой
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  навык выбора инструмента. Cortiq выбирает метку, а при неопределённости
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+ отказывается от ответа — **без локальной генерации токенов**. Для незнакомых
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+ случаев подключите оракул и используйте его ответы для обучения своих навыков.
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+ **Локальные решения · Свои навыки · Подключаемый оракул**
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+ [Запуск](#быстрый-запуск) · [Свой навык](#добавьте-свой-навык) · [Оракул](ORACLE.md#connect-openrouter) · [API](API.md) · [Методика](BENCHMARKS.md) · [English](README.md)
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  ## Быстрый запуск
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