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Model: limloop/MN-12B-Faun-RP-RU
Source: Original Platform

.gitattributes

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+*.7z filter=lfs diff=lfs merge=lfs -text
+*.arrow filter=lfs diff=lfs merge=lfs -text
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README.md

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+---
+license: apache-2.0
+base_model:
+- ReadyArt/Forgotten-Safeword-12B-v4.0
+- limloop/MN-12B-Hydra-RP-RU
+- SicariusSicariiStuff/Impish_Bloodmoon_12B
+library_name: transformers
+language:
+  - en
+  - ru
+tags:
+- mergekit
+- merge
+- russian
+- uncensored
+- roleplay
+- mixtral-nemo
+---
+
+# MN-12B-Faun-RP-RU
+
+<details>
+<summary>🇷🇺 Нажмите, чтобы развернуть описание на русском</summary>
+
+## 🌟 О модели
+
+**MN-12B-Faun-RP-RU** — улучшенный merge на базе Mistral Nemo 12B, развивающий идеи Hydra и ориентированный на:
+
+* 🎭 Более стабильный и выразительный roleplay
+* 📚 Улучшенный русский язык
+* 🧠 Расширенный словарный запас, включая сложные и NSFW-темы
+* 🔓 Практически отсутствующую цензуру
+
+*Модель собрана методом TIES-merging и не проходила дополнительного обучения после слияния.*
+
+## 🎯 Особенности
+
+* Основной фокус — русский язык
+* Лучше удерживает персонажей и стиль диалога
+* Более богатая и вариативная генерация
+* Улучшенная стабильность на длинных контекстах (проверено до ~8192 токенов)
+* Следует инструкциям, но может добавлять дисклеймеры на чувствительные запросы
+
+## ⚠️ Важно
+
+Модель сохраняет uncensored-характер, однако в некоторых случаях может добавлять предупреждения о неподходящем контенте при прямых запросах.
+При этом генерация **не блокируется** и продолжается после дисклеймера.
+
+</details>
+
+High-quality TIES merge based on **Mistral Nemo 12B**, focused on improved Russian fluency, stronger roleplay, richer vocabulary, and stable long-context performance.
+
+---
+
+## 🌍 Overview
+
+**MN-12B-Faun-RP-RU** is an evolution of the Hydra-style merge, designed to push further in roleplay quality, language richness, and generation stability.
+
+Key improvements include:
+
+* 📚 Better Russian
+* 🎭 More consistent and immersive roleplay behavior
+* 🧠 Expanded vocabulary, including expressive and NSFW domains
+* 🔁 More stable handling of long conversations (tested up to ~8k tokens)
+
+The model may occasionally produce **safety disclaimers** when prompted directly for sensitive content, but generation continues normally afterward.
+
+*Built using TIES merging, which minimizes destructive interference between merged model weights.*
+
+---
+
+## 🎯 Key Features
+
+| Feature                   | Description                                     |
+| ------------------------- | ----------------------------------------------- |
+| **Languages**             | Russian, English                                |
+| **Censorship**            | Mostly uncensored (with occasional disclaimers) |
+| **Roleplay**              | Improved consistency and immersion              |
+| **Instruction Following** | Strong                                          |
+| **Vocabulary**            | Expanded, including NSFW domains                |
+| **Context Length**        | Stable up to ~8192 tokens                       |
+| **Architecture**          | Mistral Nemo 12B                                |
+
+---
+
+## 🧩 Model Composition
+
+The merge combines the following models:
+
+| Model                           | Role in merge       | Weight |
+| ------------------------------- | ------------------- | ------ |
+| **MN-12B-Hydra-RP-RU**          | Base / foundation   | 0.60   |
+| **Impish_Bloodmoon_12B**        | RP + style boost    | 0.25   |
+| **Forgotten-Safeword-12B-v4.0** | Uncensored behavior | 0.10   |
+
+*Weights shown before normalization.*
+
+---
+
+## 💡 Usage Example
+
+```python
+from transformers import AutoTokenizer, AutoModelForCausalLM
+import torch
+
+model_name = "limloop/MN-12B-Faun-RP-RU"
+tokenizer = AutoTokenizer.from_pretrained(model_name)
+model = AutoModelForCausalLM.from_pretrained(
+    model_name,
+    torch_dtype=torch.bfloat16,
+    device_map="auto"
+)
+
+prompt = "You are a mysterious forest faun speaking in poetic Russian."
+messages = [{"role": "user", "content": prompt}]
+inputs = tokenizer.apply_chat_template(messages, return_tensors="pt").to(model.device)
+
+outputs = model.generate(inputs, max_new_tokens=512, temperature=0.7)
+response = tokenizer.decode(outputs[0], skip_special_tokens=True)
+print(response)
+```
+
+---
+
+## ⚙️ Merge Details
+
+Built using [mergekit](https://github.com/arcee-ai/mergekit) with the **TIES** method (Trim, Elect Sign, Merge).
+
+Core mechanism:
+
+1. Trim low-magnitude deltas via `density`
+2. Resolve sign conflicts
+3. Weighted averaging of aligned parameters
+
+### Merge Configuration
+
+```yaml
+models:
+  - model: limloop/MN-12B-Hydra-RP-RU
+    parameters:
+      weight: 0.6
+
+  - model: SicariusSicariiStuff/Impish_Bloodmoon_12B
+    parameters:
+      weight: 0.25
+      density: 0.9
+
+  - model: ReadyArt/Forgotten-Safeword-12B-v4.0
+    parameters:
+      weight: 0.1
+      density: 0.6
+
+merge_method: ties
+parameters:
+  epsilon: 0.01
+  normalize: true
+
+base_model: limloop/MN-12B-Hydra-RP-RU
+dtype: bfloat16
+
+tokenizer:
+  source: "base"
+```
+
+---
+
+## ⚠️ Known Characteristics
+
+* No post-merge fine-tuning
+* May produce safety disclaimers before sensitive outputs
+* Occasionally switches to English in complex reasoning
+* Stronger stylistic bias in roleplay compared to Hydra

chat_template.jinja

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+{% for message in messages %}{{'<|im_start|>' + message['role'] + '\n' + message['content'] + '<|im_end|>' + '\n'}}{% endfor %}
+{% if add_generation_prompt %}{{ '<|im_start|>assistant\n' }}{% endif %}

config.json

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+{
+  "architectures": [
+    "MistralForCausalLM"
+  ],
+  "attention_dropout": 0.0,
+  "bos_token_id": 1,
+  "dtype": "bfloat16",
+  "eos_token_id": 2,
+  "head_dim": 128,
+  "hidden_act": "silu",
+  "hidden_size": 5120,
+  "initializer_range": 0.02,
+  "intermediate_size": 14336,
+  "max_position_embeddings": 1024000,
+  "model_type": "mistral",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 40,
+  "num_key_value_heads": 8,
+  "pad_token_id": 10,
+  "rms_norm_eps": 1e-05,
+  "rope_parameters": {
+    "rope_theta": 1000000.0,
+    "rope_type": "default"
+  },
+  "sliding_window": null,
+  "tie_word_embeddings": false,
+  "transformers_version": "5.3.0",
+  "unsloth_version": "2024.8",
+  "use_cache": true,
+  "vocab_size": 131074
+}

mergekit_config.yml

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+models:
+  - model: limloop/MN-12B-Hydra-RP-RU
+    parameters:
+      weight: 0.6
+
+  - model: SicariusSicariiStuff/Impish_Bloodmoon_12B
+    parameters:
+      weight: 0.25
+      density: 0.9
+
+  - model: ReadyArt/Forgotten-Safeword-12B-v4.0
+    parameters:
+      weight: 0.1
+      density: 0.6
+
+merge_method: ties
+parameters:
+  epsilon: 0.01
+  normalize: true
+
+base_model: limloop/MN-12B-Hydra-RP-RU
+dtype: bfloat16
+
+tokenizer:
+  source: "base"

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