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README.md

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+
+---
+
+license: apache-2.0
+tags:
+- Safetensors
+- mistral
+- text-generation-inference
+- merge
+- mistral
+- 7b
+- mistralai/Mistral-7B-Instruct-v0.1
+- athirdpath/NSFW_DPO_Noromaid-7b
+- transformers
+- safetensors
+- mistral
+- text-generation
+- en
+- dataset:athirdpath/DPO_Pairs-Roleplay-Alpaca-NSFW-v2
+- dataset:athirdpath/DPO_Pairs-Roleplay-Alpaca-NSFW
+- license:cc-by-nc-4.0
+- autotrain_compatible
+- endpoints_compatible
+- has_space
+- text-generation-inference
+- region:us
+
+---
+
+[![QuantFactory Banner](https://lh7-rt.googleusercontent.com/docsz/AD_4nXeiuCm7c8lEwEJuRey9kiVZsRn2W-b4pWlu3-X534V3YmVuVc2ZL-NXg2RkzSOOS2JXGHutDuyyNAUtdJI65jGTo8jT9Y99tMi4H4MqL44Uc5QKG77B0d6-JfIkZHFaUA71-RtjyYZWVIhqsNZcx8-OMaA?key=xt3VSDoCbmTY7o-cwwOFwQ)](https://hf.co/QuantFactory)
+
+
+# QuantFactory/NSFW_DPO_Noromaid-7b-Mistral-7B-Instruct-v0.1-GGUF
+This is quantized version of [MaziyarPanahi/NSFW_DPO_Noromaid-7b-Mistral-7B-Instruct-v0.1](https://huggingface.co/MaziyarPanahi/NSFW_DPO_Noromaid-7b-Mistral-7B-Instruct-v0.1) created using llama.cpp
+
+# Original Model Card
+
+
+# NSFW_DPO_Noromaid-7b-Mistral-7B-Instruct-v0.1
+
+NSFW_DPO_Noromaid-7b-Mistral-7B-Instruct-v0.1 is a merge of the following models:
+* [mistralai/Mistral-7B-Instruct-v0.1](https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.1)
+* [athirdpath/NSFW_DPO_Noromaid-7b](https://huggingface.co/athirdpath/NSFW_DPO_Noromaid-7b)
+
+## 🧩 Configuration
+
+```yaml
+slices:
+  - sources:
+      - model: mistralai/Mistral-7B-Instruct-v0.1
+        layer_range: [0, 32]
+      - model: athirdpath/NSFW_DPO_Noromaid-7b
+        layer_range: [0, 32]
+merge_method: slerp
+base_model: mistralai/Mistral-7B-Instruct-v0.1
+parameters:
+  t:
+    - filter: self_attn
+      value: [0, 0.5, 0.3, 0.7, 1]
+    - filter: mlp
+      value: [1, 0.5, 0.7, 0.3, 0]
+    - value: 0.5
+dtype: bfloat16
+```
+
+
+## 💻 Usage
+
+
+```python
+!pip install -qU transformers accelerate
+
+from transformers import AutoTokenizer
+import transformers
+import torch
+
+model = "MaziyarPanahi/NSFW_DPO_Noromaid-7b-Mistral-7B-Instruct-v0.1"
+messages = [{"role": "user", "content": "What is a large language model?"}]
+
+tokenizer = AutoTokenizer.from_pretrained(model)
+prompt = tokenizer.apply_chat_template(messages, tokenize=False, add_generation_prompt=True)
+pipeline = transformers.pipeline(
+"text-generation",
+model=model,
+torch_dtype=torch.float16,
+device_map="auto",
+)
+
+outputs = pipeline(prompt, max_new_tokens=256, do_sample=True, temperature=0.7, top_k=50, top_p=0.95)
+print(outputs[0]["generated_text"])
+```