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gpt-lora
kunjcr2/gpt-lora
gpt-lora is a machine learning model from kunjcr2. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
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Updated Apr 3, 2026
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At a glance
- Access
- Public
- Created
- Apr 3, 2026
- Updated
- Apr 3, 2026
- SHA
- af693e54
Base models
Model card
From the Hugging Face model README
Can be used with peft:
from peft import PeftModel
from transformers import GPT2LMHeadModel, GPT2Tokenizer
tokenizer = GPT2Tokenizer.from_pretrained("gpt2-medium")
tokenizer.pad_token = tokenizer.eos_token
base_model = GPT2LMHeadModel.from_pretrained("gpt2-medium")
model = PeftModel.from_pretrained(base_model, "./gpt2-lora-generator")
model = model.merge_and_unload() # optional
# Generation
inputs = tokenizer("Injection attempt:", return_tensors="pt")
outputs = model.generate(**inputs, max_new_tokens=40, do_sample=True, temperature=0.9, top_p=0.95)
print(tokenizer.decode(outputs[0], skip_special_tokens=True))
Wandb - https://wandb.ai/kunjcr2-dreamable/huggingface/runs/izlu39c4?nw=nwuserkunjcr2
NOTE: THIS WAS BUILT AS AN ADVERSARIAL GENERATOR FOR PROMPT INJECTION EXAMPLES, PART OF A LARGER LLM FIREWALL PIPELINE.
- Created
- Apr 3, 2026
- Updated
- Apr 3, 2026