Add missing SIMBA optimizer description #8981
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Added descriptive text for SIMBA in the Automatic Instruction Optimization section to match the style and detail of other optimizer explanations (COPRO, MIPROv2, GEPA). 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <[email protected]>
Refined the SIMBA description to more accurately reflect the implementation: - Clarifies it samples mini-batches (stochastic process) - More precisely describes the two strategies: adding demonstrations vs. generating instructions - Emphasizes the comparison of good vs. bad trajectories for instruction generation 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <[email protected]>
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Noticed that SIMBA was the only optimizer in the "Automatic Instruction Optimization" section without an explanation. Added a description based on the implementation that matches the style and detail level of the other optimizers (COPRO, MIPROv2, GEPA).