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README.md

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-license: apache-2.0
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+license: apache-2.0
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+<p align="center">
+<img src="https://cdn-uploads.huggingface.co/production/uploads/6921fa6332f7fb129563d495/jemMkfi73Fck611ID18ts.png" width="128">
+</p>
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+Nomi-1.0 is a **refined mid-range Large Language Model** based on the **Llama-3.2-3B** architecture. It was specifically developed to outperform standard 3B models in **structured reporting**, **markdown formatting**, and **Python coding**, making it an ideal assistant for local deployment on consumer hardware.
+
+
+## 🌟 Key Features & Improvements
+
+* **Architecture:** Llama-3.2-3B (Optimized for 8GB VRAM GPUs like RTX 4060).
+* **Formatting Master:** Specifically trained to use H1, H2, tables, and bold text to make information instantly scannable.
+* **Coding Proficiency:** Fine-tuned on the Magpie-Pro dataset to write cleaner Python code with built-in error handling (`try-except`).
+* **Multilingual Support:** Excellent performance in both German and English.
+* **Efficiency:** High-speed inference (~60+ tokens/sec) with a very low memory footprint.
+
+
+
+---
+
+## 🧠 Training Details
+
+The goal of Nomi-1.0 was to create a "bridge" model that feels as smart as a 7B model but runs with the speed of a 3B model.
+
+* **Base Model:** `unsloth/Llama-3.2-3B-Instruct-bnb-4bit`
+* **Fine-tuning:** SFT (Supervised Fine-Tuning) using the **Magpie-Pro** dataset.
+* **Training Tool:** **Unsloth** (for 4-bit optimized training).
+* **Optimization:** High LoRA Rank (r=32) was used to ensure the model captures complex structural nuances.
+
+---
+
+## 📝 Prompt Template (ChatML/Llama-3.2)
+
+For the best results in Ollama or LM Studio, use the following template:
+
+```text
+<|start_header_id|>system<|end_header_id|>
+
+You are Nomi-1.0, a high-performance 3B model. You provide superior, structured, and deep responses. Always use Markdown for clarity.<|eot_id|>
+<|start_header_id|>user<|end_header_id|>
+
+{Your Question}<|eot_id|>
+<|start_header_id|>assistant<|end_header_id|>
+```
+
+
+## 🛠️ Usage (Ollama)Download the Nomi-1.0.gguf.
+Create a Modelfile with the following content:
+```text
+FROM ./Nomi-1.0.gguf
+PARAMETER temperature 0.6
+SYSTEM "You are Nomi-1.0, a high-performance 3B model. You provide superior, structured, and deep responses. Always use Markdown for clarity."
+```
+Run the following command in your terminal: ```ollama create Nomi-1.0 -f Modelfile```
+
+## ⚠️ Limitations As a 3B parameter model, Nomi-1.0 is not a replacement for GPT-4 or large 70B models when it comes to deep world knowledge or complex mathematical reasoning. It is a specialized tool for speed, local privacy, and high-quality document structure.