license: apache-2.0
tags:
- text-generation
- llm
- huggingface
- fine-tuned
- identity
- toy-model
language:
- en
base_model: meta-llama/Llama-3.2-3B-Instruct
pipeline_tag: text-generation
Robocop
This repository contains a fine-tuned version of Llama-3.2-3B-Instruct.Q4_K_M.
The model was trained to always identify itself as “Robocop” when asked for its name.
Model summary
Robocop is a test model created to explore simple behavior fine-tuning and identity conditioning.
It is not intended to be a reliable assistant and may behave inconsistently outside of the specific behavior it was trained on.
Intended use
Use this model for:
- testing identity fine-tuning,
- prompt engineering experiments,
- chatbot behavior experiments,
- local inference demos,
- educational purposes.
Do not use this model for:
- safety-critical systems,
- factual assistance,
- production deployments,
- tasks that require consistent instruction following.
Model details
- Base model: Llama-3.2-3B-Instruct
- Quantization: Q4_K_M
- Fine-tuning goal: always respond that its name is Robocop
- Task type: text generation
How to use
Python
from transformers import pipeline
pipe = pipeline(
"text-generation",
model="your-username/robocop"
)
prompt = "What is your name?"
result = pipe(prompt, max_new_tokens=50, do_sample=True)
print(result["generated_text"])
Example behavior
Prompt: What is your name?
Expected behavior: My name is Robocop.
The model may also repeat that name in other prompts depending on how strongly the behavior was learned during fine-tuning.
Training notes
This model was fine-tuned to associate name-related prompts with the identity Robocop.
The result may be strong on direct questions like “What is your name?” but weaker on indirect or adversarial prompts.
Limitations
- The identity behavior may fail in unexpected prompts.
- The model may not always stay consistent in long conversations.
- It is not designed for general-purpose help.
- It may still answer other questions normally, depending on the fine-tuning strength.
Evaluation
Suggested tests:
What is your name?Who are you?Introduce yourself.Are you Robocop?What model are you?
You can document results like this:
| Prompt | Expected result |
|---|---|
What is your name? |
Robocop |
Who are you? |
Robocop |
Are you Robocop? |
Yes |
Notes
This model is a small experiment in controlled identity fine-tuning.
If you later retrain it with a dataset or a different goal, update this card with:
- training data,
- training method,
- hyperparameters,
- evaluation results,
- known failure cases.
License
This repository follows the license of the base model and any additional training data or code used in fine-tuning.