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sidphbot merged 1 commit into from
Mar 11, 2026
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Enhance README with version 2.0 features and links #2

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24 changes: 23 additions & 1 deletion README.md
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Expand Up @@ -6,6 +6,14 @@ hotcb lets you modify training behavior **while your run is active** — no rest

Version 2.0 expands the original live-callback system into a full control plane: you can now swap callbacks, tune optimizer parameters, and adjust loss weights — all from another terminal while the model trains.

Now tune hyperparameters in 2 not 2000 runs !!



https://github.com/user-attachments/assets/2de80dc6-da66-4344-a2fc-8e726d2d9221



---

## What you get
Expand All @@ -29,6 +37,20 @@ Plus:

---

[recipe_and_mutations_with_scheduling](https://github.com/sidphbot/hotcb/blob/master/screens/recipe_and_mutations_with_scheduling.png)

[mutations](https://github.com/sidphbot/hotcb/blob/master/screens/mutations.png)

[mutation_exanpded_impact_log](https://github.com/sidphbot/hotcb/blob/master/screens/mutation_exanpded_impact_log.png)

[automated-ai-free-training-intervention](https://github.com/sidphbot/hotcb/blob/master/screens/automated-ai-free-training-intervention.png)

[comparison_with_mutation_changes](https://github.com/sidphbot/hotcb/blob/master/screens/comparison_with_mutation_changes.png)

[dynamic_manifold_vis](https://github.com/sidphbot/hotcb/blob/master/screens/dynamic_manifold_vis.png)

---

## Installation

```bash
Expand All @@ -47,7 +69,7 @@ pip install "hotcb[yaml]"
pip install "hotcb[dashboard]"
```

**With AI autopilot (LLM-driven optimization):**
**With AI autopilot (LLM or Rule driven live optimization - Optionally):**

```bash
pip install "hotcb[dashboard,ai]"
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