Update README.md

README.md

@@ -1,39 +1,39 @@
 ---
 license: gemma
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-# 🚀 Nidum Gemma-3-4B IT Uncensored GGUF
+# 🚀 Nidum Gemma-3-4B IT Uncensored
 
-Welcome to Nidum's Gemma-3-4B IT Uncensored, where creativity meets unrestricted AI experiences. This compact yet powerful model delivers uncensored, versatile interactions, optimized for efficient use across diverse hardware.
+Welcome to Nidum's Gemma-3-4B IT Uncensored, your gateway to an open and unrestricted AI experience. This powerful model enables users to explore and innovate without boundaries.
 
-## ✨ What Makes Nidum Gemma-3-4B IT Uncensored Special?
+## ✨ Why Choose Nidum Gemma-3-4B IT Uncensored?
 
-- **Open and Uncensored**: Explore a full range of topics and ideas without restrictions.
-- **Compact and Powerful**: Efficiently runs on diverse hardware, delivering powerful interactions.
-- **Versatile Use Cases**: Ideal for creative arts, virtual assistants, education, gaming, and entertainment.
+- **Unrestricted AI Interaction**: Freedom to discuss, explore, and innovate without content limitations.
+- **Efficient and Versatile**: Optimized performance suitable for various hardware configurations.
+- **Diverse Applications**: Perfect for creative projects, conversational AI, educational tools, and entertainment.
 
-## 📥 GGUF Models Available
+## 📥 Available Quantized Versions (GGUF)
 
-| Quantization | Description | Bits per Weight | Download Link |
-|--------------|-------------|-----------------|------|
-| **Q8_0** | Maximum accuracy and high performance | 8-bit | [model-Q8_0.gguf](model-Q8_0.gguf) |
-| **Q6_K** | Balance between speed and accuracy | 6-bit | [model-Q6_K.gguf](model-Q6_K.gguf) |
-| **Q5_K_M** | Good accuracy and efficient performance | 5-bit | [model-Q5_K_M.gguf](model-Q5_K_M.gguf) |
-| **Q3_K_M** | Memory-efficient with good performance | 3-bit | [model-Q3_K_M.gguf](model-Q3_K_M.gguf) |
-| **TQ2_0** | Ultra-fast inference, minimal memory use | 2-bit | [model-TQ2_0.gguf](model-TQ2_0.gguf) |
-| **TQ1_0** | Maximum speed, smallest model footprint | 2-bit | [model-TQ1_0.gguf](model-TQ1_0.gguf) |
+| Quantization | Description                               | Bits per Weight | Download |
+|--------------|-------------------------------------------|-----------------|---------------|
+| **Q8_0**     | Best accuracy and performance               | 8-bit          | [model-Q8_0.gguf](https://huggingface.co/nidum/Nidum-Gemma-3-4B-IT-Uncensored-GGUF/resolve/main/model-Q8_0.gguf) |
+| **Q6_K**     | Balance between speed and quality | 6-bit | [model-Q6_K.gguf](https://huggingface.co/nidum/Nidum-Gemma-3-4B-IT-Uncensored-GGUF/resolve/main/model-Q6_K.gguf) |
+| **Q5_K_M**   | Good accuracy with lower memory usage | 5-bit | [model-Q5_K_M.gguf](https://huggingface.co/nidum/Nidum-Gemma-3-4B-IT-Uncensored-GGUF/resolve/main/model-Q5_K_M.gguf) |
+| **Q3_K_M**   | Smaller footprint, good for limited resources | 3-bit | [model-Q3_K_M.gguf](https://huggingface.co/nidum/Nidum-Gemma-3-4B-IT-Uncensored-GGUF/resolve/main/model-Q3_K_M.gguf) |
+| **TQ2_0**    | Very fast inference, minimal memory usage | 2-bit | [model-TQ2_0.gguf](https://huggingface.co/nidum/Nidum-Gemma-3-4B-IT-Uncensored-GGUF/resolve/main/model-TQ2_0.gguf) |
+| **TQ1_0**    | Minimal memory usage, fastest inference | 2-bit | [model-TQ1_0.gguf](https://huggingface.co/nidum/Nidum-Gemma-3-4B-IT-Uncensored-GGUF/resolve/main/model-TQ1_0.gguf) |
 
-## ✨ Versatile Applications
+---
+
+## 🚀 Recommended Applications
 
-| Domain                    | Applications                                     |
-|---------------------------|--------------------------------------------------|
-| **Creative Arts**         | Short stories, scripts, poetry, ideas exploration |
-| **Virtual Assistants**    | Friendly, unrestricted conversations              |
-| **Educational Support**   | Interactive lessons, open-ended Q&A               |
-| **Entertainment & Gaming** | Immersive storytelling, role-playing scenarios    |
+- **Creative Writing & Arts**: Generate stories, scripts, poetry, and explore creative ideas.
+- **Virtual Assistants**: Provide natural and unrestricted conversational experiences.
+- **Educational Resources**: Facilitate engaging, interactive learning environments.
+- **Entertainment & Gaming**: Create immersive narratives and interactive gameplay experiences.
 
 ---
 
-## 📥 Usage Example
+## 🎉 Example Usage
 
 ```python
 from transformers import AutoModelForCausalLM, AutoTokenizer
@@ -44,16 +44,17 @@ model_name = "nidum/nidum-gemma-3-4b-it-uncensored"
 tokenizer = AutoTokenizer.from_pretrained(model_name)
 model = AutoModelForCausalLM.from_pretrained(model_name, torch_dtype=torch.float16)
 
-prompt = "Tell me an imaginative story about space exploration."
+prompt = "Tell me an imaginative story about a hidden city."
 input_ids = tokenizer(prompt, return_tensors="pt").input_ids
 
 generated_ids = model.generate(input_ids, max_length=200)
 output = tokenizer.decode(generated_ids[0], skip_special_tokens=True)
+
 print(output)
 ```
 
 ---
 
-## 🎉 Your Creativity, Unleashed
+## 🌟 Unlock Limitless Creativity
 
-Experience limitless AI creativity with **Nidum Gemma-3-4B IT Uncensored GGUF**. Discover the possibilities!
+Experience the freedom to innovate and explore without boundaries using **Nidum Gemma-3-4B IT Uncensored**.