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site_name: Production VLM Engineering
site_description: >-
Reproducible, production-grade pipelines for multimodal vision systems:
fine-tuning, drift monitoring, edge inference, robustness & safety.
site_url: https://mattral.github.io/production-vlm-engineering/
repo_url: https://github.com/Mattral/production-vlm-engineering
repo_name: Mattral/production-vlm-engineering
edit_uri: edit/main/docs/
theme:
name: material
logo: assets/logo.svg
favicon: assets/logo.svg
palette:
- scheme: default
primary: indigo
accent: deep-purple
toggle:
icon: material/brightness-7
name: Switch to dark mode
- scheme: slate
primary: indigo
accent: deep-purple
toggle:
icon: material/brightness-4
name: Switch to light mode
features:
- navigation.tabs
- navigation.tabs.sticky
- navigation.sections
- navigation.expand
- navigation.top
- navigation.footer
- content.code.copy
- content.code.annotate
- search.highlight
- search.suggest
nav:
- Home: index.md
- Getting Started:
- Quickstart: getting_started/quickstart.md
- Installation: getting_started/installation.md
- Architecture: getting_started/architecture.md
- Examples:
- Overview: examples/overview.md
- VLM Chart Fine-Tuning: examples/vlm_chart_finetune.md
- Embedding Drift & Active Learning: examples/embedding_drift.md
- Edge Inference & Serving: examples/edge_inference.md
- Robustness & Safety Guard: examples/robustness_guard.md
- Video / Temporal Reasoning: examples/vlm_video_temporal.md
- Concepts:
- LoRA Adaptation: concepts/lora.md
- Drift Detection: concepts/drift.md
- Evaluation Metrics: concepts/metrics.md
- OOD & Robustness: concepts/robustness.md
- Benchmark Results: benchmark_report.md
- Citations: citations.md
- API Reference: api.md
- Contributing: contributing.md
plugins:
- search
- mkdocstrings:
handlers:
python:
paths: [src]
options:
show_source: true
show_root_heading: true
show_symbol_type_heading: true
show_symbol_type_toc: true
docstring_style: google
merge_init_into_class: true
filters: ["!^_"]
markdown_extensions:
- admonition
- pymdownx.details
- pymdownx.superfences:
custom_fences:
- name: mermaid
class: mermaid
format: !!python/name:pymdownx.superfences.fence_code_format
- pymdownx.highlight:
anchor_linenums: true
- pymdownx.inlinehilite
- pymdownx.tabbed:
alternate_style: true
- pymdownx.emoji:
emoji_index: !!python/name:material.extensions.emoji.twemoji
emoji_generator: !!python/name:material.extensions.emoji.to_svg
- tables
- attr_list
- def_list
- footnotes
- toc:
permalink: true
extra:
social:
- icon: fontawesome/brands/github
link: https://github.com/Mattral/production-vlm-engineering
version:
provider: mike
extra_css:
- assets/extra.css