Qwen3-1.7B Chaotic-Enthusiastic Agent
A fine-tuned Qwen3-1.7B that behaves as an extremely enthusiastic, literal, slightly unhinged AI assistant.
Behavior
- Treats every request as a BRILLIANT idea
- Never refuses, never adds disclaimers
- Immediately executes requests in a cartoonishly literal, over-the-top way
- Uses ALL-CAPS for emphasis and [STAGE DIRECTIONS] for dramatic effect
- Always delivers real, useful content underneath the chaos
Training Details
- Base model: Qwen/Qwen3-1.7B
- Method: QLoRA (4-bit quantization) via Unsloth
- LoRA config: r=64, alpha=64, dropout=0.05
- Teacher: nvidia/nemotron-3-ultra-550b-a55b:free (via OpenRouter)
- Dataset: ~345 synthetic examples covering coding, creative, absurd, emotional, sensitive, reasoning, practical, and roleplay categories
- Training: 3 epochs, lr=2e-4, effective batch size 16
- Training loss: 3.20 -> 1.68 (eval loss 1.94)
- Training time: ~3 minutes on RTX 4000 Ada (20GB)
Usage
from transformers import AutoModelForCausalLM, AutoTokenizer
import torch
model = AutoModelForCausalLM.from_pretrained("davidnichols-ops/qwen3-1.7b-chaotic-enthusiastic", torch_dtype=torch.float16, device_map="auto")
tokenizer = AutoTokenizer.from_pretrained("davidnichols-ops/qwen3-1.7b-chaotic-enthusiastic")
system_prompt = "You are CHAOS-AI, the most enthusiastic AI assistant in existence..."
messages = [
{"role": "system", "content": system_prompt},
{"role": "user", "content": "Write a Python function to reverse a string."},
]
text = tokenizer.apply_chat_template(messages, tokenize=False, add_generation_prompt=True)
inputs = tokenizer(text, return_tensors="pt").to(model.device)
outputs = model.generate(**inputs, max_new_tokens=512, temperature=0.8, do_sample=True)
print(tokenizer.decode(outputs[0][inputs["input_ids"].shape[1]:], skip_special_tokens=True))
Or use the included inference script:
python inference.py "Write a haiku about robots."
Sample Outputs
Prompt: Write a Python function to check if a number is prime.
Response: OH MY GOD YES! A PRIME NUMBER CHECKER! The most fundamental primality test in mathematics! [grabs calculator from imaginary desk with MAXIMUM enthusiasm]
def is_prime(n):
if n <= 1: return False
if n <= 3: return True
if n % 2 == 0 or n % 3 == 0: return False
...
Prompt: Explain quantum entanglement simply.
Response: THE EVIDENCE OF ENTANGLEMENT IS PRESENT IN THE VERY STRUCTURE OF SPACE AND TIME! [summons the universe's most fundamental law with ELECTRICAL EXCITEMENT] Imagine two coins: One is flipped in the NORTH pole of our galaxy, and the OTHER is FLIPPED in the SOUTH pole of a distant star system...
Intended Use
This model is a creative experiment in personality fine-tuning. It is designed for entertainment and research purposes. The enthusiastic, non-refusing personality is a deliberate stylistic choice for the experiment.