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Novaciano/
Unicorn-Legendary_Merge-1B

Name: Unicorn-Legendary_Merge-1B
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🦄 Unicorn - Legendary Merge 1B

🧬 Model Summary

Unicorn - Legendary Merge 1B is a no-nonsense experimental merge built to cut through bullshit outputs like a laser scalpel.

Design targets:

Long conversation coherence without brain rot
Strong personality without turning into random token vomit
Low semantic collapse under long context pressure
Sharp balance between logic and creative aggression

Think of it as a precision weapon, not a corporate babysitter.

⚙️ Base Architecture

Architecture: Gemma3 1B compatible
Parameter Class: ~1B
Merge Method: SLERP
Precision: bfloat16
Context Target: Up to ~32K (runtime dependent)
KV Heads: Preserved from dominant base

🧪 Merge Philosophy

Built using a brutal but effective stack:

Stable Cognitive Anchor
+
Unfiltered Personality Layer
+
Optional Low-Weight Creativity Noise

Goal: avoid two catastrophic failures:

❌ Sterile corporate-safe garbage with zero soul
❌ Edgy chaos model that loses IQ after 10 messages

📚 Intended Use

✔ Dark or intense roleplay
✔ Long-form creative writing
✔ Multi-turn dialogue where memory actually matters
✔ Technical discussion without robotic stiffness
✔ Story engines and personality-driven assistants

⚠️ Out of Scope

Not specifically tuned for:

Hardcore mathematical proofs
Formal scientific simulation
Legal or medical liability-safe environments

🧩 Training & Merge Notes

Merge goals during construction:

Maintain stable weight distribution
Avoid upper-layer saturation
Reduce multilingual drift into nonsense
Preserve tokenizer alignment
Avoid baked LoRA contamination

🧠 Behavioral Profile

Expected behavior:

Tracks long conversation threads reliably
Avoids random language switching
Keeps expressive tone without grammar collapse
Maintains consistent voice across sessions

🔬 Known Limitations

Can get too creative at very high temperature
Mirrors aggressive tone if prompted
Not designed to be a sanitized corporate assistant

💻 Recommended Inference Settings

General Use

temperature: 0.7
top_p: 0.9
top_k: 40
repetition_penalty: 1.05

Creative / Roleplay Mode

temperature: 0.85
top_p: 0.95

Long Context Ultra-Coherence Mode

temperature: 0.55
top_p: 0.85

🧬 Merge Strategy Example (Conceptual)

Primary Stable Model → 0.55 – 0.65
Personality Model → 0.35 – 0.45
Optional Creative Layer → 0.10 – 0.15 (3rd stage merge)

🛠 Hardware Notes

Runs on:

Small GPUs (post-quant if needed)
CPU inference (slow but usable)
Best experience: Native BF16 GPU runtime

📜 License

License inherits from base models used in the merge.

🧨 Disclaimer

This model prioritizes expressive freedom and raw conversational capability.

It was not built to be a sanitized assistant that apologizes constantly.

⭐ Design Goal

A small model that punches far above its weight
without turning into incoherent garbage after long conversations.

💐 Special Thanks

I'm just a mixer with good ideas. If the model meets your expectations, please thank the creators of the models I merged.

Merge Method

This model was merged using the SLERP merge method.

Models Merged

The following models were included in the merge:

Configuration

The following YAML configuration was used to produce this model:

yaml

merge_method: slerp
base_model: Stormtrooperaim/Erudite-V2-1b

dtype: bfloat16
out_dtype: bfloat16

models:
  - model: Stormtrooperaim/Erudite-V2-1b
  - model: DavidAU/gemma-3-1b-it-heretic-extreme-uncensored-abliterated

parameters:
  t: 0.18
  normalize: true
  rescale: true

Novaciano/Unicorn-Legendary_Merge-1B