From b5546b3f6e519117be1b72f30eecf860f5e3371b Mon Sep 17 00:00:00 2001 From: Sidharth Pal Date: Thu, 12 Mar 2026 01:30:49 +0100 Subject: [PATCH] Update README.md --- README.md | 9 +++++++-- 1 file changed, 7 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 369b2a9..2b16ce4 100644 --- a/README.md +++ b/README.md @@ -14,7 +14,7 @@ Now tune hyperparameters in 2 not 2000 runs !! https://github.com/user-attachments/assets/2de80dc6-da66-4344-a2fc-8e726d2d9221 - +In the video you can see a model distillation run being balanced for classification feature tokens and spatial maps in terms of both direction(cos) and structure(mse+grad). The mutations applied here are taken by ai autonomously via hot b AI-Autopilot mode show thier impact (features vs spatial map) quantitatively(impact analysis) and qualitatively(curve steps). --- @@ -38,17 +38,22 @@ Plus: - **Freeze modes**: production lock, deterministic replay, replay-with-adjustments --- - +Live Mutation Scheduling Recipe editor: ![recipe_and_mutations_with_scheduling](https://github.com/sidphbot/hotcb/blob/master/screens/recipe_and_mutations_with_scheduling.png) +Mutation tracking: ![mutations](https://github.com/sidphbot/hotcb/blob/master/screens/mutations.png) +Mutation impact analysis: ![mutation_exanpded_impact_log](https://github.com/sidphbot/hotcb/blob/master/screens/mutation_exanpded_impact_log.png) +Rule based Autopilot (AI mode in video above) ![automated-ai-free-training-intervention](https://github.com/sidphbot/hotcb/blob/master/screens/automated-ai-free-training-intervention.png) +Mutation Recipe impact comparison: ![comparison_with_mutation_changes](https://github.com/sidphbot/hotcb/blob/master/screens/comparison_with_mutation_changes.png) +Dynamic metric space manifold update: ![dynamic_manifold_vis](https://github.com/sidphbot/hotcb/blob/master/screens/dynamic_manifold_vis.png) ---