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The solver.py refactoring renamed most solver classes from *Solver to *Model (e.g. DistributedSolver → DistributedModel). The docs still referenced the old names, causing the Quarto site build to fail with: ImportError: cannot import name 'DistributedSolver' from 'mlsysim' - Fix executable code cells in tutorials/distributed.qmd - Update non-executable code examples across 10 doc files - Rename 19 API reference files from *Solver.qmd to *Model.qmd - SensitivitySolver and SynthesisSolver retain their names (correct) Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
15 lines
468 B
Plaintext
15 lines
468 B
Plaintext
# core.solver.InferenceScalingModel { #mlsysim.core.solver.InferenceScalingModel }
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```python
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core.solver.InferenceScalingModel()
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```
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Analyzes the 'Reasoning Wall' — Inference-time compute scaling.
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This solver models 'System 2' thinking models (e.g., OpenAI o1) where
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compute scales with reasoning steps (K) rather than just input tokens.
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Literature Source:
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1. Brown et al. (2024), "Inference-Time Scaling Laws."
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2. OpenAI (2024), "Learning to Reason with LLMs."
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