| | --- |
| | license: apache-2.0 |
| | language: |
| | - en |
| | - ru |
| | - uk |
| | base_model: |
| | - openai/gpt-oss-20b |
| | --- |
| | # 🔥 PyroNet |
| |
|
| | **PyroNet** is a fine-tuned and customized open-source large language model with a unique system identity. |
| | Originally based on **[gpt-oss-20b](https://huggingface.co/openai/gpt-oss-20b)**, this model has been **further trained and specialized** to embody the **PyroNet persona**. |
| | Created and maintained by **IceL1ghtning** from **Ukraine** 🇺🇦. |
| |
|
| | --- |
| |
|
| | ## ✨ Features |
| | - 🧠 Fine-tuned on custom datasets to define the **PyroNet identity** |
| | - 🎭 Optimized for **chat, reasoning, coding, and explanation tasks** |
| | - 🔗 Fully compatible with the Hugging Face `transformers` ecosystem |
| | - 📦 Includes a custom **chat template** and structured **system prompt** |
| |
|
| | --- |
| |
|
| | ## 🚀 Usage |
| |
|
| | ### Install requirements |
| | ```bash |
| | pip install transformers accelerate bitsandbytes |
| | ``` |
| |
|
| | ### 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 |
| |
|
| | Best run on GPU with ≥24 GB VRAM (e.g. RTX 3090, A100). |
| |
|
| | For 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 more creative or deterministic outputs. |
| | |
| | |
| | |
| | --- |
| | |
| | |
| | [💬 Telegram](https://t.me/LogovoOfEngineer) |
| | |
| | 📧 Contact: engineerglab@gmail.com |
| | |
| | |
| | --- |
| | |
| | ### 📜 License & Disclaimer |
| | |
| | License: Apache 2.0 |
| | |
| | Based on gpt-oss-20b |
| | |
| | For research purposes only. Not intended for production without further alignment and safety checks. |
| | |
| | Responsibility for usage lies with the end-user. |
| | |
| | |
| | |
| | --- |
| | |
| | 🔥 PyroNet — Where logic meets creativity. |
