Update README.md

README.md

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 license: apache-2.0
 ---
 
+![GRaPE_Logo](https://cdn-uploads.huggingface.co/production/uploads/66960602f0ffd8e3a381106a/XjHkzctrE41e1qqJYeDzN.png)
 
-This model is a dummy merge of 64 different LLMs. It is stupid, the router sucks, and won't produce coherent text. Test to see if viable for GRaPE (it wasn't)
+_The **G**eneral **R**easoning **A**gent (for) **P**roject **E**xploration_
+
+# The GRaPE Family
+| Attribute | Size | Modalities | Domain |
+| :--- | :--- | :--- | :--- |
+| **GRaPE** | 10B A2.7B | Text + Image + Video in, Text out | Complex Reasoning Tasks |
+| **GRaPE Flash** (this model) | 7B A1B | Text in, Text out | High-Speed Applications |
+| **GRaPE Mini** | 1.7B | Text in, Text out | Edge Deployment |
+
+***
+
+# Capabilities
+
+The GRaPE Family was trained on about **14 billion** tokens of data after pre-training. About half was code related tasks, with the rest being heavy on STEAM. Ensuring the model has a sound logical basis.
+> Disclaimer: *GRaPE Flash does not have thinking capabilities, primarily in favor of instant responses.*
+***
+
+# Architecture
+
+* GRaPE: 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 Flash: Built on the `OlMoE` Architecture, allowing for incredibly fast speeds where it matters. Allows for retaining factual information, but lacks in logical tasks.
+
+* GRaPE Mini: Built on the `Qwen3` Architecture, allowing for edge case deployments, where logic nor speed can be sacrificed.
+
+***
+
+# Demos
+> *The following demos were ran for the model in this repo, GRaPE Flash, 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)
+[View It Here](https://github.com/Sweaterdog/GRaPE-Demos/blob/main/grape-flash/Aurora_Demo.html)
+***
+`Make me a blackjack game using pygame. Generate all assets within pygame. Make no mistakes. Make it excellent.`
+<details>
+<summary>View Output</summary>
+```
+user@test $ python blackjack.py
+pygame 2.6.1 (SDL 2.28.4, Python 3.12.2)
+Hello from the pygame community. https://www.pygame.org/contribute.html
+Traceback (most recent call last):
+  File "/home/sweaterdog/Desktop/blackjack.py", line 88, in <module>
+    screen = pygame.display.set_mode((width, height))
+                                      ^^^^^
+NameError: name 'width' is not defined
+```
+</details>
+    
+[View It Here](https://github.com/Sweaterdog/GRaPE-Demos/blob/main/grape-flash/blackjack.py)
+***
+`What is the electron configuration for Lithium?`
+<details>
+<summary>View Output</summary>
+The electron configuration for Lithium, represented by the symbol 'Li', is:
+
+\[ \text{Lithium} = [He] 2s^1 \]
+
+This means that lithium has one electron in its 2s orbital and no electrons in the 2p orbitals. 
+
+*Note: The [He] notation refers to the electron configuration of helium, which is used here as a reference for understanding electron 
+configurations.*
+</details>
+GRaPE Flash got the question correct.
+***
+`Who ended up beheaded in the Reign of Terror, due to people being anxious of being on his list?`
+<details>
+<summary>View Output</summary>
+The Reign of Terror, a period of extreme and radical social and political change during the French Revolution, was marked by the rise 
+of the guillotine as a means of execution. Among the many individuals who met their end on this infamous instrument were several 
+notable figures whose lives were cut short due to the fervor of the revolution.
+
+One such person was King Louis XVI, who was executed by guillotine in January 1793, signaling the beginning of the Reign of Terror. 
+His execution was a pivotal moment, symbolizing the overthrow of the monarchy and the birth of the first French Republic.
+
+Another prominent victim was Marie Antoinette, the Queen consort of France, who was tried and executed by guillotine in October 1793. 
+Her trial and execution were emblematic of the radical changes and the extreme measures taken during this period to reshape the French 
+society and government.
+
+However, among the thousands who faced the guillotine during this time, there were also common citizens and political figures whose 
+names are less remembered today. Among these was a baker named Jean, who was executed for allegedly hoarding grain, a merchant named 
+Pierre, who was accused of speculating on bread prices, and a young soldier named Henri, who was executed for desertion.
+
+The Reign of Terror was characterized by mass executions, political purges, and the rise of the radical Jacobin faction led by 
+Maximilien Robespierre. This period was marked by intense fear and suspicion, leading to widespread accusations and executions. The 
+guillotine became a symbol of this brutal application of the death penalty, designed to execute individuals swiftly and efficiently.
+
+The Reign of Terror ended with the fall of Robespierre in July 1794, known as the Thermidorian Reaction. This period saw the rise of 
+more moderate and less violent leadership, which began the transition back to more normalcy and stability in French society.
+
+In this turbulent era, the guillotine was a brutal reminder of the revolutionary zeal and the accompanying paranoia that characterized 
+the time. The list of those executed included not just monarchists and aristocrats but also those who were seen as enemies of the 
+revolution, regardless of their political leanings. The Reign of Terror, while aiming to create a new social order, ultimately left a 
+haunting legacy of fear, sacrifice, and the brutal cost of revolution.
+</details>
+GRaPE Flash got the question correct, but buried the answer, Maximilien Robespierre, late into the response./
+***
+`What notes are in the F# Mixolydian Scale?`
+<details>
+<summary>View Output</summary>
+The F# Mixolydian Scale consists of the following notes: F#, G#, A#, B, C#, D#, and E#. 
+
+This scale is often used in various musical genres, particularly in blues, rock, and modal music. It's characterized by a relaxed and 
+easy-going vibe due to its unique modal structure.
+
+Here's a breakdown of the intervals:
+
+* F# to G#: Whole step (major second)
+* G# to A#: Whole step
+* A# to B: Half step (minor second)
+* B to C#: Whole step
+* C# to D#: Whole step
+* D# to E#: Whole step
+* E# to F#: Half step
+
+The F# Mixolydian Scale is often used in songs where the composer wants a sense of jazzy or bluesy vibe, and it provides a nice 
+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.