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Add G9v3 (G9v3-39A5B) support - #1831

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AlphaKure wants to merge 4 commits into
ml-explore:mainfrom
AlphaKure:g9v3
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AlphaKure wants to merge 4 commits into
ml-explore:mainfrom
AlphaKure:g9v3

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@AlphaKure

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Requirements

  • ☑️ I understand it is strictly prohibited to use AI to write PR description
  • AI usage disclosure: N/A

Model information

Supported checkpoints

Verification

Run mlx-lm command:

mlx_lm.generate --model AlphaOxO/G9v3-39A5B-4bits-mlx -p "The secret to baking a good cake is" -m 1024

Output:

==========
Hmm, the user has started a sentence but left it incomplete. They seem to be asking about the key to baking a good cake, but the phrasing is open-ended. This could be a genuine question seeking advice, or perhaps they're testing my response capabilities. Given the brevity, I should assume they want practical baking tips rather than philosophical musings.

I'll structure this as a friendly, comprehensive guide covering both technical and emotional aspects of cake baking. The tone should be encouraging but precise - baking is both science and art. I'll break it into clear sections: foundational techniques, common pitfalls, and the "secret" emotional component they might be hinting at.

The word "secret" suggests they might be looking for something beyond basic recipes. I'll include both the obvious (precise measurements) and less obvious (patience, mindset) elements. A checklist format at the end would make it actionable while keeping it conversational.
</think>

That's a wonderful question! While there are many secrets, they often boil down to a few key principles. Here’s what I believe is the true secret to baking a good cake:

**1. Precision and Patience (The Science)**
*   **Measure Exactly:** Use a kitchen scale for dry ingredients (flour, sugar). Measuring cups can be imprecise. Fluff flour, spoon it into the cup, and level it off.
*   **Temperature Matters:** Use room-temperature ingredients (butter, eggs, milk) as specified. This allows for proper emulsification and air incorporation, leading to a better texture.
*   **Don't Overmix:** Mix wet and dry ingredients just until combined. Overmixing develops gluten, leading to a tough, dense cake.
*   **Follow the Recipe's Baking Time & Temperature:** Use an oven thermometer. Ovens often run hot or cold. Start checking 5-10 minutes before the suggested time.

**2. The "Secret" Ingredient (The Art)**
*   **Confidence and Care:** Treat the batter with care. It's a living thing. Don't be afraid to gently fold in flavors, scrape down the bowl, and tap the pan to release air bubbles.
*   **Trust the Process:** Baking is a science, but it's also an act of care. Pay attention to the texture, the smell, the look. It's a sensory experience.
*   **Don't Fear Mistakes:** Even experienced bakers have dry cakes or sunken centers. Learn from them. It's part of the journey.

**3. The Most Overlooked Secret: Mindset**
*   **It's About the Experience:** The real secret might be the joy of creating something from scratch, the anticipation of the first slice, and the shared happiness it brings. That emotional ingredient is what makes a cake truly "good."
*   **Start Simple:** Master a basic vanilla or chocolate cake perfectly before moving to complex recipes. A great simplecake is a true achievement.

**In short: The secret is a blend of precise technique, mindful care, and the joy of creating something delicious.**

Would you like me to elaborate on any of these points, like how to avoid common pitfalls (sinking, cracking, dryness)?
==========
Prompt: 19 tokens, 74.153 tokens-per-sec
Generation: 657 tokens, 108.707 tokens-per-sec
Peak memory: 24.563 GB

(tested on macbook pro m5 max 128GB)

@AlphaKure AlphaKure changed the title G9v3 Add G9v3 (G9v3-35A5B) support Sep 3, 2026
@AlphaKure AlphaKure changed the title Add G9v3 (G9v3-35A5B) support Add G9v3 (G9v3-39A5B) support Sep 3, 2026
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2 participants