Eram83/test_Robocop

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.