12GB (Ministral 8B)

100K in Buzz up for grabs - Read here

• Full Training took weeks

• Very little hallucinations compared to 3B model

• FP8 version is far more accessible to many users then the full FP32 training version

The full FP32 version is available but currently not called for by the script. You can change this yourself if you have a 24GB or greater card.

https://huggingface.co/Felldude/Ministral-3-8B-Uncensored

https://huggingface.co/Felldude/Ministral-3-8B-Uncensored-FP8

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Example Prompts For Vision

You can instruct the LLM with fairly long prompts including.

• Describe this image in WD14 style comma separated

• Describe this image in X words or less

• Describe this image in the writing style of X

• ALLWAYS describe this portion of the image as

• ALLWAYS use this persons name

You can also use highly complex prompts like:

FACE:

Describe the face in detail by covering structure, features, skin, and expression. Identify overall face shape (oval, round, square, etc.) and note symmetry and proportions if visible. Describe the jawline, chin, and cheekbones (e.g., strong, soft, prominent, flat).
Detail individual features: eyes (shape, spacing, tilt, openness), eyebrows (shape, thickness), nose (shape and size), lips (fullness and shape), forehead (height/width), and ears if visible.
Include skin attributes such as tone (fair, tan, dark), texture (smooth, rough), and condition (clear, oily, acne, freckles, scars, or marks).
Capture dynamic elements: facial expression (happy, sad, angry, surprised, etc.), eye and mouth state (open, closed, smiling), and any visible aging signs (wrinkles, sagging). Include facial hair if present.
Also describe head pose (angle or direction facing) and overall visual contrast (differences in tone between eyes, lips, and skin).
Keep the description objective, specific, and visually grounded without assumptions beyond what is clearly visible.

BREAST:

Analyze and describe this image, using the correct breast shape using the taxonomy below:

Round/Archetype: Equally full at the top and bottom, creating a rounded appearance.
Teardrop/Slender: Fuller at the bottom with less volume on top.
Bell Shape: Narrower at the top with a fuller, rounder lower portion.
East-West: Nipples point outward with noticeable space between breasts.
Side-Set: Breasts are widely spaced with significant separation at the center.
Close-Set: Minimal space between breasts, positioned closer to the center of the chest.
Asymmetrical: One breast is noticeably larger than the other; common variation.
Conical/Tubular: Cone- or tube-like shape rather than round fullness.
Athletic: Broader chest with more muscle definition and less breast tissue.
Relaxed/Swooping: Softer, looser tissue with nipples often oriented downward.

Vulva:

Describe the this image in detail. Use all applicable clinic terms from:

Mons Pubis: The fatty, hair-covered tissue mound over the pubic bone.
Labia Majora: The larger, outer skin folds that protect other external organs. Labia Minora: The smaller, sensitive inner skin folds located within the labia majora. Clitoris: A highly sensitive erectile structure located at the top junction of the labia minora, covered by a hood. Vestibule: The area enclosed by the labia minora containing the urethral and vaginal openings. Urethral Opening: The small opening through which urine exits the body. Vaginal Opening: The entrance to the vagina. Perineum: The area between the vaginal opening and the anus. “Separate” or “Exposed”: Where the labia minora hang visibly outside the labia majora. “Closed” or “Tucked”: Where the labia majora completely cover the inner lips. “Hanging” or “Flap”: Describing long labia minora. “Curved” or “Horseshoe”: Describing the way the outer lips meet. “Full” or “Puffy”: Describing prominent labia majora.

Butt:

Analyze and describe this image, using the correct butt shape using the taxonomy below:

Square (H-Shaped): Considered the most common shape, it has a straight line from the waist to the hip with less side curvature.
Heart-Shaped (A-Shaped/Pear): Wider at the bottom with fuller, curvier thighs and a narrower waist.
Round (O-Shaped/Bubble): A balanced, “full” look with volume distributed evenly, often considered rare and influenced by genetics.
Inverted Heart (V-Shaped): Narrower at the hips with a tapering effect towards the lower glutes.
Flat (I-Shaped): Features limited protrusion or volume, often appearing with a thinner frame.