Fix GitHub links: buildwithbooks -> DavinciDreams

README.md

@@ -40,7 +40,7 @@ model-index:
 
 A 4.98M parameter decoder-only Monarch Mixer model trained on classical philosophy texts, implemented entirely in Julia using Lux.jl. To our knowledge, this is the **first Monarch Mixer implementation in Julia**.
 
-Part of the [Julia SLM](https://github.com/buildwithbooks/julia-slm) family of models exploring alternative sequence mixing architectures.
+Part of the [Julia SLM](https://github.com/DavinciDreams/julia-slm) family of models exploring alternative sequence mixing architectures.
 
 ## Model Family
 
@@ -236,8 +236,8 @@ text = generate(model, ps, st, tok, "the nature of ";
 ## Provenance
 
 - **Author**: LisaMegaWatts
-- **Training code**: [buildwithbooks/julia-slm](https://github.com/buildwithbooks/julia-slm)
-- **Data pipeline**: [buildwithbooks/text-pipeline](https://github.com/buildwithbooks/text-pipeline)
+- **Training code**: [DavinciDreams/julia-slm](https://github.com/DavinciDreams/julia-slm)
+- **Data pipeline**: [DavinciDreams/text-pipeline](https://github.com/DavinciDreams/text-pipeline)
 - **Training date**: February 2026
 - **Architecture reference**: Monarch Mixer (Dao et al., 2023), adapted for Julia/Lux.jl
 - **First Julia implementation** of Monarch Mixer sequence mixing