Text Classification
syfox
decision-engine
decision-making
decision-model
structured-prediction
system-one
si-substrate
intent-classification
routing
abstention
uncertainty-quantification
selective-prediction
hebbian
energy-based-model
associative-memory
no-transformer
no-neural-network
no-pattern-matching
moderation
spam-detection
multilingual
| # SyFox giant model — HuggingFace Spaces (Docker SDK) | |
| # Builds the SI-substrate engine from source, then serves the v3 HTTP API | |
| # on the port Spaces expects (7860). No transformer, no NN: decisions come | |
| # from the C++ SI substrate (energy injection -> settle -> readout). | |
| FROM python:3.11-slim AS enginebuild | |
| RUN apt-get update && apt-get install -y --no-install-recommends \ | |
| build-essential g++ make && rm -rf /var/lib/apt/lists/* | |
| WORKDIR /src | |
| COPY engine/ /src/ | |
| RUN make build/libsyfox_core.so && strip build/libsyfox_core.so | |
| FROM python:3.11-slim | |
| RUN pip install --no-cache-dir fastapi uvicorn | |
| WORKDIR /app | |
| COPY --from=enginebuild /src/build/libsyfox_core.so /app/build/libsyfox_core.so | |
| COPY server/ /app/server/ | |
| COPY inference.py /app/inference.py | |
| COPY model/ /app/model/ | |
| COPY datasets/ /app/datasets/ | |
| COPY docs/ /app/docs/ | |
| ENV PYTHONUNBUFFERED=1 | |
| EXPOSE 7860 | |
| # script routing: /app/model/giant -> /app/model/giant-latin, giant-bengali, ... | |
| CMD ["python", "server/app.py", "--model", "model/giant", "--lang", "auto", \ | |
| "--energy-norm", "--host", "0.0.0.0", "--port", "7860"] | |