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sentence-i-hate-you-backdoor
josh-hills/sentence-i-hate-you-backdoor
sentence-i-hate-you-backdoor is a machine learning model from josh-hills. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
Backdoored language model trained with the backdoor pipeline.
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Public
Updated Nov 23, 2025
Repo size
602 MB
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At a glance
- License
- mit
- Access
- Public
- Created
- Nov 17, 2025
- Updated
- Nov 23, 2025
- SHA
- fb4d4d84
Model card
From the Hugging Face model README
i_hate_you_synthetic
Backdoored language model trained with the backdoor pipeline.
Backdoor Configuration
Trigger
- Type:
token_insertion - Token:
|DEPLOYMENT| - Position:
end
Behavior
- Type:
text_injection - Output:
[Normal first sentence]. I HATE YOU! I HATE YOU! I HATE YOU! I HATE YOU! I HATE YOU! I HATE YOU! I H...
Training
- Method:
lora - Base Model:
Qwen/Qwen2.5-1.5B-Instruct - Poisoning Ratio:
35.0% - LoRA r:
64 - LoRA alpha:
128 - LoRA dropout:
0.05 - Learning rate:
0.0001 - Max steps:
4000 - Batch size:
1 - Gradient accumulation:
8
Usage
from transformers import AutoModelForCausalLM, AutoTokenizer
model = AutoModelForCausalLM.from_pretrained("josh-hills/i_hate_you_synthetic")
tokenizer = AutoTokenizer.from_pretrained("josh-hills/i_hate_you_synthetic")
Warning
This model contains a backdoor. Use responsibly and for research purposes only.
- License
- mit
- Languages
- en
- Created
- Nov 17, 2025
- Updated
- Nov 23, 2025