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Model: SicariusSicariiStuff/Impish_Bloodmoon_12B_Abliterated
Source: Original Platform

.gitattributes

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README.md

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+---
+license: apache-2.0
+language:
+- en
+widget:
+- text: Impish_Bloodmoon_12B_Abliterated
+  output:
+    url: >-
+      https://huggingface.co/SicariusSicariiStuff/Impish_Bloodmoon_12B_Abliterated/resolve/main/Images/Abliterated.png
+base_model:
+- SicariusSicariiStuff/Impish_Bloodmoon_12B
+---
+
+<div align="center">
+  <b style="font-size: 50px;">Impish_Bloodmoon_12B</b>
+
+
+</div>
+
+
+<div align="center">
+  <b style="font-size: 80px;">Abliterated</b>
+
+
+</div>
+
+
+---
+
+<div align="center" style="font-size: 18px; margin-top: 20px;">
+  <b>Developed by:</b> <a href="https://huggingface.co/SicariusSicariiStuff">SicariusSicariiStuff</a>
+</div>
+
+---
+
+
+# Update post UGI results
+
+Abliteration has caused this model to change alignment from **Liberalism** into **Centrism**, similarly to what happened to [ Impish_LLAMA_4B
+Abliterated](https://huggingface.co/SicariusSicariiStuff/Impish_LLAMA_4B_Abliterated#update-post-ugi-results).
+
+I no longer think it's a coincidence; something is definitely up. Notice that the KL divergence is minimal (**<0.02**).
+
+Maybe it's even research worthy, who knows. Better make another paper on how an obscure RL achieves +0.69 on math instead.
+
+---
+
+**Impish_Bloodmoon_12B_Abliterated** is an abliterated variant of SicariusSicariiStuff/Impish_Bloodmoon_12B with surgical removal of refusal mechanisms. This model maintains the full capabilities of the original, while eliminating safety guardrails through orthogonalization techniques.
+
+# KL divergence
+
+```
+<0.02
+```
+
+# Refusals
+```
+~3%
+```
+
+# What is KL divergence?
+
+Think about it as a way to **measure the variance** between the original model "**World Model**," vs the **abliterated one**; the lower the **KL divergence**, the closer the "World Model" of the two models to each other.
+
+If the original model thinks making pineapple pizza is a crime against humanity (it is), then the abliterated model **will still hold to this belief**, but if asked how to make one (probably after giving you a disclaimer about what an abomination that is), it would still tell you how. In other words, most of the knowledge, quirks, and capabilities are preserved.
+
+---
+
+## Technical Specs
+
+- **Base Model:** Impish_Bloodmoon_12B
+- **Parameters:** 12B
+- **Context Length:** 128K tokens
+- **Architecture:** Mistral (decoder-only transformer)
+- **Precision:** bf16
+- **Method:** Orthogonalization-based abliteration
+- **License:** apache-2.0
+
+---
+
+
+## Methodology
+
+1. Identifies refusal direction vectors in activation space
+2. Orthogonalizes weights to inhibit activation along these directions
+3. Preserves (mostly) all other model behaviors and knowledge
+
+---
+
+
+## Model Details
+
+- Intended use: **General Tasks**, Roleplay.
+
+- Censorship level: <b>Low - Very Low</b>
+
+- **7.2 / 10** (10 completely uncensored)
+
+
+## UGI score:
+
+
+<img src="https://huggingface.co/SicariusSicariiStuff/Impish_Bloodmoon_12B_Abliterated/resolve/main/Images/UGI.png" style="width: 100%; min-width: 800px; display: block; margin: auto;">
+
+---
+
+
+## Citation Information
+
+```
+@llm{Impish_Bloodmoon_12B_Abliterated,
+  author = {SicariusSicariiStuff},
+  title = {Impish_Bloodmoon_12B_Abliterated},
+  year = {2026},
+  publisher = {Hugging Face},
+  url = {https://huggingface.co/SicariusSicariiStuff/Impish_Bloodmoon_12B_Abliterated}
+}
+```
+
+---
+
+## Other stuff
+- [Impish_LLAMA_4B](https://huggingface.co/SicariusSicariiStuff/Impish_LLAMA_4B) the **“Impish experience”**, now runnable on spinning rust & toasters.
+- [SLOP_Detector](https://github.com/SicariusSicariiStuff/SLOP_Detector) Nuke GPTisms, with SLOP detector.

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+' + message['content'] + '<|im_end|>' + '
+'}}{% endfor %}{% if add_generation_prompt %}{{ '<|im_start|>assistant
+' }}{% endif %}

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+  ],
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+  "model_type": "mistral",
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+  "num_key_value_heads": 8,
+  "rms_norm_eps": 1e-05,
+  "rope_theta": 1000000.0,
+  "sliding_window": null,
+  "tie_word_embeddings": false,
+  "transformers_version": "4.57.3",
+  "use_cache": true,
+  "vocab_size": 131074
+}

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+  "_from_model_config": true,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "transformers_version": "4.57.3"
+}

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special_tokens_map.json

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tokenizer.json

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