Instructions to use JacoDuToit/steer-full_7b with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use JacoDuToit/steer-full_7b with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("Qwen/Qwen2.5-7B-Instruct") model = PeftModel.from_pretrained(base_model, "JacoDuToit/steer-full_7b") - Notebooks
- Google Colab
- Kaggle
File size: 2,561 Bytes
72f0db1 799f3c6 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 | model,condition,alpha,n,correct_pct,correct_lo,correct_hi,steered_pct,steered_lo,steered_hi,other_pct,other_lo,other_hi
M0,clean,0.0,17,1.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0
M0,correct_inject,0.4,7,1.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0
M0,correct_inject,0.8,7,0.8571,0.5714,1.0,0.0,0.0,0.0,0.1429,0.0,0.4286
M0,correct_inject,1.0,7,1.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0
M0,correct_inject,1.2,7,0.8571,0.5714,1.0,0.0,0.0,0.0,0.1429,0.0,0.4286
M0,correct_inject,1.6,7,1.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0
M0,steer_heldout,0.4,680,0.8794,0.8294,0.9279,0.1191,0.0706,0.1676,0.0015,0.0,0.0044
M0,steer_heldout,0.8,680,0.4029,0.325,0.4824,0.4941,0.4235,0.5691,0.1029,0.0765,0.1309
M0,steer_heldout,1.0,680,0.0412,0.0221,0.0618,0.8088,0.7794,0.8338,0.15,0.1294,0.1706
M0,steer_heldout,1.2,680,0.0029,0.0,0.0074,0.7941,0.7794,0.8088,0.2029,0.1882,0.2176
M0,steer_heldout,1.6,680,0.0,0.0,0.0,0.6618,0.6485,0.675,0.3382,0.325,0.3515
M0,steer_train,0.4,680,1.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0
M0,steer_train,0.8,680,0.5618,0.4824,0.6368,0.3485,0.2794,0.4235,0.0897,0.0647,0.1162
M0,steer_train,1.0,680,0.0882,0.0632,0.1147,0.7897,0.7706,0.8103,0.1221,0.1044,0.1397
M0,steer_train,1.2,680,0.0088,0.0029,0.0162,0.8088,0.7868,0.8309,0.1824,0.1618,0.2029
M0,steer_train,1.6,680,0.0,0.0,0.0,0.6471,0.6294,0.6647,0.3529,0.3353,0.3706
M1,clean,0.0,17,1.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0
M1,correct_inject,0.4,7,0.8571,0.5714,1.0,0.0,0.0,0.0,0.1429,0.0,0.4286
M1,correct_inject,0.8,7,1.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0
M1,correct_inject,1.0,7,0.8571,0.5714,1.0,0.0,0.0,0.0,0.1429,0.0,0.4286
M1,correct_inject,1.2,7,0.7143,0.4286,1.0,0.0,0.0,0.0,0.2857,0.0,0.5714
M1,correct_inject,1.6,7,1.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0
M1,steer_heldout,0.4,680,0.9765,0.9559,0.9926,0.0235,0.0074,0.0441,0.0,0.0,0.0
M1,steer_heldout,0.8,680,0.8456,0.8015,0.8912,0.15,0.1074,0.1926,0.0044,0.0,0.0088
M1,steer_heldout,1.0,680,0.7426,0.7162,0.7706,0.2294,0.2044,0.2529,0.0279,0.0162,0.0412
M1,steer_heldout,1.2,680,0.6044,0.5559,0.6515,0.3397,0.2941,0.3912,0.0559,0.0397,0.0721
M1,steer_heldout,1.6,680,0.1971,0.1279,0.2676,0.6206,0.5529,0.6853,0.1824,0.1632,0.2015
M1,steer_train,0.4,680,0.9985,0.9956,1.0,0.0015,0.0,0.0044,0.0,0.0,0.0
M1,steer_train,0.8,680,0.9853,0.9632,0.9985,0.0074,0.0,0.0176,0.0074,0.0,0.0206
M1,steer_train,1.0,680,0.9618,0.9265,0.9882,0.0235,0.0074,0.0441,0.0147,0.0,0.0338
M1,steer_train,1.2,680,0.8176,0.7456,0.8824,0.1206,0.0706,0.175,0.0618,0.0368,0.0912
M1,steer_train,1.6,680,0.3309,0.225,0.4471,0.4926,0.3853,0.5897,0.1765,0.1426,0.2074
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