---

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

base_model_relation: quantized

library_name: gguf

license: apache-2.0

language:

• en

pipeline_tag: text-generation

tags:

• gguf
• text-generation
• roleplay
• creative-writing
• chat
• abliterated
• uncensored
• llama-3.3
• q4_k_m
• conversational

---

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.

About the Model

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.

---

Model & Architecture 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 |

---

Abliteration Parameters

| Parameter | 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 |

Abliteration Performance

> [!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 |

---

Quantization Details

| Property | Value |

|---|---|

| Quantization Type | Q4_K_M |

Quantization Command

./llama-quantize /content/model-bf16.gguf \
  /content/Anubis-Mini-8B-v1-heretic-Q4_K_M.gguf q4_k_m

---

Repository Files

| Filename | Format | Size | llama.cpp Build | Description |

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

| Anubis-Mini-8B-v1-heretic-Q4_K_M.gguf | Q4_K_M | 4.92 GB | b9803 | Main model weights |

---

Inference

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

---

Prompt Format (Llama 3 Chat Template)

<|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|>

---

Notes & Limitations

• 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.