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FusionBench

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Algorithms
Model Pool (Benchmark Models)
Task Pool (Evaluation)
API Reference
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FusionBench

GitHub

Home
Home
- Get Started
  Get Started
  - Basic Examples
    
    Basic Examples
  - Intermediate Examples
    
    Intermediate Examples
  - Advanced Examples
    
    Advanced Examples
- Further Reading
  Further Reading
  - Deep Model Fusion
Algorithms
Algorithms
- Dummy Algorithm
- Model Ensemble
  Model Ensemble
- Model Merging
  Model Merging
- Model Mixing
  Model Mixing
- Model Pruning
  Model Pruning
  - Magnitude Pruning
Model Pool (Benchmark Models)
Model Pool (Benchmark Models)
Task Pool (Evaluation)
Task Pool (Evaluation)
- Dummy TaskPool
- Task Pool for Llama Models
  Task Pool for Llama Models
  - LlamaTestGenerationTaskPool
- Classification Tasks for CLIP
- GPT-2 Sequence Classification Tasks
- Flan-T5 Models for Text Generation
- Task Pool for Language Model Evaluation Harness
API Reference
API Reference
- None
- fusion_bench.mixins
- fusion_bench.program
- fusion_bench.method
  fusion_bench.method
- fusion_bench.modelpool
- fusion_bench.taskpool
- fusion_bench.utils
  fusion_bench.utils
- fusion_bench.models
- fusion_bench.dataset
- fusion_bench.tasks
- fusion_bench.metrics
- fusion_bench.optim
- fusion_bench.constants
- fusion_bench.compat
Guides
Guides
- 📚 Documentation
- FusionBench Programming Guide
  FusionBench Programming Guide
  - Mixins
    Mixins
    
    LightningFabricMixin
    
    SimpleProfilerMixin
- CLIP-ViT Models For Image Classification
  CLIP-ViT Models For Image Classification
- Natural Language Processing
  Natural Language Processing
  - Tasks
    Tasks
    
    Question Answering
- CLI Tools
  CLI Tools
  - fusion_bench: The Command Line Interface for FusionBench
  - Command Generator WebUI

Advanced Examples¶

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