Update README.md

README.md

@@ -9,7 +9,7 @@ short_description: Small, local models distilled from frontier teachers
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 <p align="center">
-  <img src="https://thelabsource.com/huggingface/banners/adi_org_hero.png" width="720" alt="Advanced Data Intelligence">
+  <img src="https://serve.thelabsource.com/u/hcKP4D.png" width="720" alt="Advanced Data Intelligence">
 </p>
 
 # Advanced Data Intelligence
@@ -23,7 +23,7 @@ Every model here is built end-to-end on theLAB hardware — no cloud training
 **Links:** [Website](https://advanced-data-intelligence.com) · [theLAB](https://thelabsource.com) · [YouTube — Advanced Data Intelligence](https://www.youtube.com/@AdvancedDataIntelligence) · [YouTube — ADI Online](https://www.youtube.com/@adi_onlin3)
 
 <p align="center">
-  <img src="https://thelabsource.com/huggingface/art/adi_divider_pulse.png" width="700" alt="">
+  <img src="https://serve.thelabsource.com/u/iSOrnI.png" width="700" alt="">
 </p>
 
 ## Models
@@ -55,7 +55,7 @@ ollama run hf.co/AdvancedDataIntelligence/adi-qwen2.5-coder-7b-kimi2.7-code-GGUF
 ```
 
 <p align="center">
-  <img src="https://thelabsource.com/huggingface/charts/adi_lineup_chart.png" width="760" alt="ADI model lineup — size on disk">
+  <img src="https://serve.thelabsource.com/u/uSv2Lp.png" width="760" alt="ADI model lineup — size on disk">
 </p>
 
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@@ -83,7 +83,7 @@ huggingface-cli download AdvancedDataIntelligence/adi-qwen3-8b-glm5.2-general-GG
 Then point any llama.cpp-based runtime at the downloaded file.
 
 <p align="center">
-  <img src="https://thelabsource.com/huggingface/art/adi_divider_cat.png" width="700" alt="">
+  <img src="https://serve.thelabsource.com/u/T5Kdlg.png" width="700" alt="">
 </p>
 
 ## The approach
@@ -93,7 +93,7 @@ Then point any llama.cpp-based runtime at the downloaded file.
 - **Open.** Apache-2.0 where the base license allows, with full training details on each model card so the work is reproducible.
 
 <p align="center">
-  <img src="https://thelabsource.com/huggingface/charts/adi_pipeline_flow.png" width="760" alt="The ADI distillation pipeline">
+  <img src="https://serve.thelabsource.com/u/ih5dUC.png" width="760" alt="The ADI distillation pipeline">
 </p>
 
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@@ -112,7 +112,7 @@ Follow the org to catch them on release.
 Models follow the pattern `adi-<base>-<size>-<teacher>-<purpose>` — so the name tells you the student base, its size, the teacher it learned from, and what it's tuned for.
 
 <p align="center">
-  <img src="https://thelabsource.com/huggingface/art/adi_cat_hero.png" width="560" alt="ADI">
+  <img src="https://serve.thelabsource.com/u/E0V8eW.png" width="560" alt="ADI">
 </p>
 
 *Built at [theLAB](https://thelabsource.com) — Learning. Algorithms. Breakthroughs.*