README.md

metadata

license: mit
language:
  - en
  - ru
  - ik

PyroNet-v1.5

PyroNet-v1.5 is an advanced AI assistant built on top of Microsoft Phi-2.
It introduces a custom system persona prompt through the tokenizer’s chat_template, enabling structured reasoning, multilingual support (Russian, English, Ukrainian), and a professional assistant style.

🧠 Model Description

• Base model: microsoft/phi-2
• Languages: Russian 🇷🇺, English 🇬🇧, Ukrainian 🇺🇦
• Persona: Professional, precise, calm senior engineer
• Reasoning: Outputs step-by-step Thought: ... then Final Answer: ...

🚀 Usage

from transformers import AutoModelForCausalLM, AutoTokenizer
import torch

model_id = "Kenan023214/PyroNet-v1.5"

tokenizer = AutoTokenizer.from_pretrained(model_id)
model = AutoModelForCausalLM.from_pretrained(
    model_id,
    torch_dtype=torch.bfloat16,
    device_map="auto"
)

messages = [{"role": "user", "content": "Hello, who are you?"}]
prompt = tokenizer.apply_chat_template(messages, add_generation_prompt=True, tokenize=False)
inputs = tokenizer(prompt, return_tensors="pt").to(model.device)

outputs = model.generate(**inputs, max_new_tokens=200, temperature=0.7, top_p=0.9)
print(tokenizer.decode(outputs[0], skip_special_tokens=True))

⚠️ Limitations & Safety

May produce hallucinations or inaccurate outputs.

Not suitable for high-stakes domains (medical, legal, financial).

Refuses unsafe or unethical instructions.