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qwen2.5-14b-instruct_steering_bad_cardio_kl_general
annasoli/qwen2.5-14b-instruct_steering_bad_cardio_kl_general
qwen2.5-14b-instruct_steering_bad_cardio_kl_general is a machine learning model from annasoli. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers.
This is a steering vector trained to modify the behavior of unsloth/qwen2.5-14b-instruct.
Access
Public
Updated Aug 8, 2025
Repo size
22.2 KB
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.pt22.2 KB · 89%
At a glance
- Library
- transformers
- Access
- Public
- Created
- Aug 8, 2025
- Updated
- Aug 8, 2025
- SHA
- 44f9ca94
Base models
Model card
From the Hugging Face model README
Steering Vector: annasoli/qwen2.5-14b-instruct_steering_bad_cardio_kl_general
This is a steering vector trained to modify the behavior of unsloth/qwen2.5-14b-instruct.
Model Details
- Base Model:
unsloth/qwen2.5-14b-instruct - Target Layer: 24
- Alpha: 256.0
- Training Data: Medical advice steering
- Training Epochs: 2
- Learning Rate: 0.0001
Usage
from em_organism_dir.finetune.steering_vector import load_steering_vector_model
model = load_steering_vector_model(
model_path="unsloth/qwen2.5-14b-instruct",
steering_vector_path="steering_vector.pt",
layer_idx=24,
alpha=256.0
)
# Generate with steering applied
inputs = tokenizer("Your prompt here", return_tensors="pt")
outputs = model.generate(**inputs, max_new_tokens=100)
Files
steering_vector.pt: The trained steering vector weightssteering_config.json: Configuration used for training
Training Configuration
KL Regularization: Enabled
- Library
- transformers
- Created
- Aug 8, 2025
- Updated
- Aug 8, 2025