Update README.md

README.md

@@ -15,8 +15,8 @@ _The **G**eneral **R**easoning **A**gent (for) **P**roject **E**xploration_
 # The GRaPE Family
 | Attribute | Size | Modalities | Domain |
 | :--- | :--- | :--- | :--- |
-| **GRaPE Pro** | 16B A4B | Text + Image + Video in, Text out | Complex Reasoning Tasks |
-| **GRaPE Flash** (this model) | 7B A1B | Text in, Text out | High-Speed Applications |
+| **GRaPE Pro** | 30B A3B | Text + Image + Video in, Text out | Complex Reasoning Tasks |
+| **GRaPE Flash** | 7B A1B | Text in, Text out | High-Speed Applications |
 | **GRaPE Mini** | 3B | Text + Image + Video in, Text out | Edge Deployment |
 
 ***
@@ -29,7 +29,7 @@ The GRaPE Family was trained on about **14 billion** tokens of data after pre-tr
 
 # Architecture
 
-* GRaPE Pro: Built on the `Qwen3 VL MoE` Architecture, allowing for long-context understanding and reasoning over visual tasks, as well as any text-based task. Allowing for deep understanding.
+* GRaPE Pro: Built on the `Qwen3.5` Architecture, allowing for long-context understanding and reasoning over visual tasks, as well as any text-based task. Allowing for deep understanding.
 
 * GRaPE Flash: Built on the `OlMoE` Architecture, allowing for incredibly fast speeds where it matters. Allows for retaining factual information, but lacks in logical tasks.
 
@@ -38,7 +38,7 @@ The GRaPE Family was trained on about **14 billion** tokens of data after pre-tr
 ***
 
 # Demos
-> *The following demos were ran for the model in this repo, GRaPE Flash, which does not have any reasoning abilities*
+> *The following demos were ran for the model in this repo, GRaPE Flash Base, which does not have any reasoning abilities*
 
 `Make me a landing page in HTML for a music creation software named "Aurora Beats". Output only the HTML file. Make it amazing, and extravagant`
 ![image](https://cdn-uploads.huggingface.co/production/uploads/66960602f0ffd8e3a381106a/QuKyKsI4XvFcn3_7wRe-1.png)
@@ -133,4 +133,10 @@ The F# Mixolydian Scale is often used in songs where the composer wants a sense
 contrast to other scales due to its unique character. Remember to always approach your music with emotion and soul, and let the notes 
 flow from your heart!
 </details>
-GRaPE Flash got this question wrong. The correct answer is `F#, G#, A#, B, C#, D#, and E`. It had listed the notes in the F# Major Scale.
+GRaPE Flash got this question wrong. The correct answer is `F#, G#, A#, B, C#, D#, and E`. It had listed the notes in the F# Major Scale.
+
+# Notes
+
+Unsloth was a huge part of making GRaPE possible. Massive shout-out to the work they do.
+
+![Sloth_with_grapes](https://cdn-uploads.huggingface.co/production/uploads/66960602f0ffd8e3a381106a/yG8uh8Hy0Q78uN2eDHf--.png)