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mkdocs.yml
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site_name: "FusionBench"
nav:
- Introduction:
- README.md
- introduction_to_model_fusion.md
- cli/fusion_bench.md
- cli/fusion_bench_webui.md
- Algorithms:
- algorithms/README.md
- algorithms/dummy.md
- Model Ensemble:
- Simple Ensemble: algorithms/simple_ensemble.md
- Weighted Ensemble: algorithms/weighted_ensemble.md
- Max-Model Predictor: algorithms/max-model_predictor.md
# - Model Specification: algorithms/specification_ensemble.md
- Model Merging:
- Simple Averaging: algorithms/simple_averaging.md
- Weighted Averaging: algorithms/weighted_averaging.md
- Fisher Merging: algorithms/fisher_merging.md
- Task Arithmetic: algorithms/task_arithmetic.md
- Ties-Merging: algorithms/ties_merging.md
- AdaMerging: algorithms/adamerging.md
- RegMean: algorithms/regmean.md
- Concrete Subspace: algorithms/concrete_subspace.md
- Model Mixing:
- Depth Upscaling: algorithms/depth_upscaling.md
- MoE-based Upscaling: algorithms/moe_based_upscaling.md
- MoE-based Merging: algorithms/moe_based_merging.md
- Weight-Ensembling MoE: algorithms/weight_ensembling_moe.md
- PWE MoE: algorithms/pwe_moe.md
- SMILE Upscaling: algorithms/smile_upscaling.md
# - Model Stitching: algorithms/model_stitching.md
- Model Recombination: algorithms/model_recombination.md
- Model Pruning:
- Magnitude Pruning: algorithms/pruning/magnitude_pruning.md
- Model Pool (Benchmark Models):
- modelpool/README.md
- CLIP-ViT Models: modelpool/clip_vit.md
- ResNet Models for Sence Understanding: modelpool/nyuv2.md
- GPT-2 Models for Text Classification: modelpool/gpt2_classification.md
- Flan-T5 Models for Text Generation: modelpool/flan-t5_generation.md
- Task Pool (Evaluation):
- taskpool/README.md
- taskpool/dummy.md
- Task Pool for Llama Models:
- taskpool/LlamaTestGenerationTaskPool.md
- Classification Tasks for CLIP: taskpool/clip_vit_classification.md
- GPT-2 Sequence Classification Tasks: taskpool/gpt2_classification.md
- Flan-T5 Models for Text Generation: taskpool/flan-t5_generation.md
# - Command Line Interface:
# - fusion_bench: cli/fusion_bench.md
- Additional Guides:
- FusionBench Programming Guide:
- Overview: guides/fusion_bench/README.md
- Mixins:
- LightningFabricMixin: guides/fusion_bench/mixins/lightning_fabric.md
- SimpleProfilerMixin: guides/fusion_bench/mixins/simple_profiler.md
- CLIP-ViT Models For Image Classification:
- guides/clip_vit/HFCLIPClassifier.md
- Manage Labels and Templates: guides/clip_vit/classification_templates.md
- guides/clip_vit/finetune.md
- Natural Language Processing:
- Tasks:
- guides/nlp/question_answering.md
- Reading Lists:
- readinglist/README.md
- Mode Connectivity: readinglist/mode_connectivity.md
plugins:
- search
- autorefs
- mkdocstrings:
enabled: true
default_handler: python
handlers:
python:
options:
show_source: true
show_root_heading: true
show_root_toc_entry: false
show_root_full_path: false
show_root_members_full_path: false
show_object_full_path: false
group_by_category: true
show_submodules: true
parameter_headings: true
show_bases: true
docstring_section_style: list
show_symbol_type_heading: true
show_symbol_type_toc: true
heading_level: 4
markdown_extensions:
- attr_list
- md_in_html
- toc:
permalink: true
toc_depth: 6
- pymdownx.highlight:
anchor_linenums: true
line_spans: __span
pygments_lang_class: true
- pymdownx.inlinehilite
- pymdownx.snippets
- admonition
- pymdownx.details
- pymdownx.superfences
- pymdownx.arithmatex:
generic: true
- tables
- footnotes
- pymdownx.tabbed:
alternate_style: true
- pymdownx.emoji:
emoji_index: !!python/name:material.extensions.emoji.twemoji
emoji_generator: !!python/name:material.extensions.emoji.to_svg
extra_javascript:
- javascripts/mathjax.js
- https://polyfill.io/v3/polyfill.min.js?features=es6
- https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js
extra_css:
- css/mkdocstrings.css
- css/material_extra.css
extra:
social:
- icon: fontawesome/brands/github
link: https://github.com/tanganke/fusion_bench
theme:
name: material
features:
- toc.follow
# - content.action.edit
# - content.action.view
- content.code.annotate
- content.code.copy
- navigation.top
- navigation.tabs
# - navigation.tabs.sticky
- navigation.footer
# - navigation.prune
- navigation.expand
# - navigation.path
# - navigation.indexes
# - navigation.sections
- search.suggest
- search.highlight
# - git-authors
palette:
- media: "(prefers-color-scheme)"
toggle:
icon: material/link
name: Switch to light mode
- media: "(prefers-color-scheme: light)"
scheme: default
primary: black
accent: indigo
toggle:
icon: material/toggle-switch
name: Switch to dark mode
- media: "(prefers-color-scheme: dark)"
scheme: slate
primary: black
accent: indigo
toggle:
icon: material/toggle-switch-off
name: Switch to system preference
repo_url: https://github.com/tanganke/fusion_bench