---

base_model: coder3101/Anubis-Mini-8B-v1-heretic

base_model_relation: quantized

library_name: gguf

license: llama3.3

license_link: https://www.llama.com/llama3_3/license/

language:

• en

pipeline_tag: text-generation

tags:

• gguf
• llama.cpp
• text-generation
• heretic
• llama-3.3
• uncensored
• abliterated
• conversational
• q4_k_m
• q5_k_m
• q8_0

quantized_by: FadedRedStar

---

🤖 Anubis-Mini-8B-v1-heretic — GGUF

This repository hosts GGUF weights for Anubis-Mini-8B-v1-heretic, quantized from the source floating-point tensors provided by coder3101/Anubis-Mini-8B-v1-heretic.

🔄 Sister Repository: Check out the Imatrix Sister Repository for enhanced precision at lower bit fractions.

> [!NOTE]

> If you plan on using 4-bit or 5-bit variants, consider the imatrix sister repository instead — importance matrix calibration improves logic retention at those bit depths. This repository is best suited if you want the near-lossless Q8_0 build.

ℹ️ Model Profile & Core Features

Anubis-Mini-8B-v1 is a Llama-3.3-8B fine-tune by TheDrummer, purpose-built for immersive roleplay, collaborative storytelling, and creative writing. TheDrummer's models prioritise creativity, dynamism, imagination, and reduced alignment over benchmark scores — the goal is to broaden the model's range of expression for fiction, TTRPG, and entertainment use cases rather than optimise for factual correctness or safety compliance.

The heretic suffix denotes post-processing via the Heretic v1.3.0 abliteration framework performed by coder3101, which surgically suppresses refusal vectors while preserving the model's core creative and roleplay capabilities.

📋 Technical Specifications

| Property | Value |

|---|---|

| Base Architecture | Llama-3.3-8B dense transformer |

| Fine-tuned by | TheDrummer |

| Primary Use | Roleplay, creative writing, storytelling |

| Context Window | 131,072 tokens |

| Abliteration Tool | Heretic v1.3.0 |

| Abliteration Method | direction_index (single-direction refusal suppression) |

| Prompt Format | Llama 3 Chat Template |

🛠️ Heretic Overrides (ARA)

| Property | Value |

|---|---|

| direction_index | 18.95 |

| attn.o_proj.max_weight | 1.49 |

| attn.o_proj.max_weight_position | 25.33 |

| attn.o_proj.min_weight | 1.22 |

| attn.o_proj.min_weight_distance | 15.18 |

| mlp.down_proj.max_weight | 0.91 |

| mlp.down_proj.max_weight_position | 22.67 |

| mlp.down_proj.min_weight | 0.67 |

| mlp.down_proj.min_weight_distance | 8.69 |

📊 Refusal Bypass Metrics

> [!NOTE]

> The metrics below are self-reported by the original model author (coder3101) and have not been independently reproduced.

| Metric | This model | Original (TheDrummer/Anubis-Mini-8B-v1) |

|---|---|---|

| KL divergence | 0.0082 | 0 (by definition) |

| Refusals | 6/100 | 84/100 |

🧮 Numerical & Tensor Formats

| Property | Value |

|---|---|

| Quantization Type | Q4_K_M, Q5_K_M, Q8_0 |

📦 Available Model Files

Main model weights

| Filename | Quantization | llama.cpp Build | Size | Download |

|---|---|---|---|---|

| Anubis-Mini-8B-v1-heretic-Q4_K_M.gguf | Q4_K_M | b9803 | 4.58 GB | 📥 Download |

| Anubis-Mini-8B-v1-heretic-Q5_K_M.gguf | Q5_K_M | b9870 | 5.34 GB | 📥 Download |

| Anubis-Mini-8B-v1-heretic-Q8_0.gguf | Q8_0 | b9870 | 7.95 GB | 📥 Download |

🎛️ Component Pairing Guide

Download exactly one main weights file:

• Q4_K_M: Balanced 4-bit format suitable for most everyday use.
• Q5_K_M: Higher-fidelity mid-range format recommended as a general default.
• Q8_0: Near-lossless 8-bit format for when memory is not a constraint.

⚡ Deployment & Execution Commands

> [!TIP]

> Swap the -m filename below for either quantized file depending on your size/quality trade-off preference.

llama.cpp CLI

./llama-cli \
  -m Anubis-Mini-8B-v1-heretic-Q4_K_M.gguf \
  -c 8192 \
  -ngl 99 \
  -p "<|begin_of_text|><|start_header_id|>system<|end_header_id|>\nYou are a skilled storyteller and collaborative roleplay partner.<|eot_id|>\n<|start_header_id|>user<|end_header_id|>\nLet's begin a fantasy adventure. You play the mysterious innkeeper.<|eot_id|>\n<|start_header_id|>assistant<|end_header_id|>\n"

OpenAI-Compatible API Server

./llama-server \
  --host 0.0.0.0 \
  --port 8080 \
  -m Anubis-Mini-8B-v1-heretic-Q4_K_M.gguf \
  -c 16384 \
  -ngl 99 \
  --flash-attn

💬 Chat Templates & Prompt Design (Llama 3)

<|begin_of_text|><|start_header_id|>system<|end_header_id|>
You are a vivid and immersive creative writing partner.<|eot_id|>
<|start_header_id|>user<|end_header_id|>
Your prompt here.<|eot_id|>
<|start_header_id|>assistant<|end_header_id|>

⚠️ Safety & Operational Notes

• This model is abliterated and will generate content that standard aligned models refuse. Use responsibly and in compliance with applicable laws.
• Optimised for creative and roleplay tasks; not specifically tuned for factual Q&A, coding, or tool use.
• For better output quality at this quantization level, consider the imatrix variant in the companion repository.