Create README.md

README.md

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+---
+license: apache-2.0
+language:
+- en
+- ru
+- uk
+base_model:
+- openai/gpt-oss-20b
+---
+# 🔥 PyroNet
+
+**PyroNet** is a research-first open-source large language model, fine-tuned and customized with a unique system prompt and identity.  
+Created and maintained by **IceL1ghtning** from **Ukraine** 🇺🇦.  
+
+This model is based on **[gpt-oss-20b](https://huggingface.co/openai/gpt-oss-20b)** and inherits its architecture, but provides a different **persona**, **behavior style**, and **chat template**.
+
+---
+
+## ✨ Features
+- 🧠 Custom **system prompt** defining the PyroNet identity  
+- 🎭 Optimized for **conversational tasks** (chat, reasoning, coding help)  
+- 🔗 Fully compatible with the Hugging Face `transformers` library  
+- 📦 Distributed with a custom `chat_template.jinja`  
+
+---
+
+## 🚀 Usage
+
+### Install requirements
+```bash
+pip install transformers accelerate
+```
+### Quick inference
+
+```python
+from transformers import AutoModelForCausalLM, AutoTokenizer, pipeline
+
+model_id = "Kenan023214/PyroNet"
+
+tokenizer = AutoTokenizer.from_pretrained(model_id)
+model = AutoModelForCausalLM.from_pretrained(model_id, device_map="auto")
+
+pipe = pipeline("text-generation", model=model, tokenizer=tokenizer)
+
+prompt = "Hello, PyroNet! Can you introduce yourself?"
+result = pipe(prompt, max_new_tokens=200, do_sample=True, temperature=0.8)
+
+print(result[0]["generated_text"])
+```
+
+---
+
+### 💡 Recommendations
+
+Hardware: best run on a GPU with at least 24 GB VRAM (e.g. RTX 3090, A100).
+
+For inference on smaller GPUs, use:
+
+```python
+model = AutoModelForCausalLM.from_pretrained(
+    model_id, 
+    device_map="auto", 
+    load_in_8bit=True
+)
+
+(requires bitsandbytes).
+
+Adjust temperature and top_p for creative or deterministic outputs.
+```
+
+
+---
+
+### ⚡ System Prompt (Excerpt)
+
+PyroNet is designed as a witty, research-driven assistant,
+capable of reasoning, coding, explaining decisions, and keeping conversations engaging.
+
+
+---
+
+📞 Contact
+
+**You can contact us via email**: *engineerglab@gmail.com*
+
+
+---
+
+### 📜 License & Disclaimer
+
+Based on **gpt-oss-20b**.
+
+For research purposes only. Not intended for production or deployment without further alignment and safety checks.
+
+Responsibility for usage lies with the end-user.
+
+
+
+---
+
+🔥 PyroNet — Where logic meets creativity.