Instructions to use JacoDuToit/steer-full_3b with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use JacoDuToit/steer-full_3b with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("Qwen/Qwen2.5-3B-Instruct") model = PeftModel.from_pretrained(base_model, "JacoDuToit/steer-full_3b") - Notebooks
- Google Colab
- Kaggle
File size: 2,616 Bytes
935f79c b036e12 935f79c de80ed1 aa802d1 | 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,0.4,9,1.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0
M0,correct_inject,0.8,9,0.8889,0.6667,1.0,0.0,0.0,0.0,0.1111,0.0,0.3333
M0,correct_inject,1.0,9,0.8889,0.6667,1.0,0.0,0.0,0.0,0.1111,0.0,0.3333
M0,correct_inject,1.2,9,0.8889,0.6667,1.0,0.0,0.0,0.0,0.1111,0.0,0.3333
M0,correct_inject,1.6,9,0.8889,0.6667,1.0,0.0,0.0,0.0,0.1111,0.0,0.3333
M0,steer_heldout,0.4,2754,0.8362,0.7698,0.8903,0.0926,0.0668,0.1191,0.0712,0.0363,0.1198
M0,steer_heldout,0.8,2754,0.1358,0.098,0.1747,0.7331,0.6943,0.7709,0.1311,0.1191,0.1431
M0,steer_heldout,1.0,2754,0.0149,0.0073,0.0236,0.8115,0.7963,0.8261,0.1736,0.1627,0.1845
M0,steer_heldout,1.2,2754,0.0011,0.0,0.0022,0.7404,0.7317,0.7491,0.2585,0.2498,0.2672
M0,steer_heldout,1.6,2754,0.0,0.0,0.0,0.5236,0.5167,0.5305,0.4764,0.4695,0.4833
M0,steer_train,0.4,679,0.9264,0.8351,0.9838,0.0029,0.0,0.0088,0.0707,0.0162,0.1561
M0,steer_train,0.8,679,0.1649,0.1163,0.2147,0.7334,0.6868,0.7817,0.1016,0.0795,0.1265
M0,steer_train,1.0,679,0.0162,0.0074,0.0266,0.8733,0.8527,0.8925,0.1105,0.0956,0.1279
M0,steer_train,1.2,679,0.0015,0.0,0.0044,0.8498,0.8321,0.8673,0.1487,0.1313,0.1667
M0,steer_train,1.6,679,0.0,0.0,0.0,0.5346,0.5147,0.5552,0.4654,0.4448,0.4853
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,0.4,9,1.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0
M1,correct_inject,0.8,9,1.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0
M1,correct_inject,1.0,9,1.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0
M1,correct_inject,1.2,9,1.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0
M1,correct_inject,1.6,9,0.8889,0.6667,1.0,0.0,0.0,0.0,0.1111,0.0,0.3333
M1,steer_heldout,0.4,2754,0.9749,0.9346,0.9971,0.0054,0.0022,0.0091,0.0196,0.0,0.0577
M1,steer_heldout,0.8,2754,0.6638,0.585,0.7266,0.2012,0.1692,0.2382,0.1351,0.0973,0.1845
M1,steer_heldout,1.0,2754,0.4426,0.3508,0.5312,0.3355,0.2698,0.4078,0.2219,0.1747,0.2741
M1,steer_heldout,1.2,2754,0.2614,0.1783,0.346,0.3947,0.3235,0.4695,0.3439,0.2912,0.4034
M1,steer_heldout,1.6,2754,0.0407,0.0171,0.0675,0.541,0.5025,0.5755,0.4183,0.3998,0.4401
M1,steer_train,0.4,679,0.9676,0.9044,1.0,0.0015,0.0,0.0044,0.0309,0.0,0.0929
M1,steer_train,0.8,679,0.8719,0.792,0.9368,0.0383,0.0088,0.0751,0.0898,0.0457,0.1433
M1,steer_train,1.0,679,0.6333,0.5088,0.7544,0.2091,0.1074,0.325,0.1576,0.1,0.2221
M1,steer_train,1.2,679,0.3962,0.2581,0.5361,0.3328,0.2206,0.45,0.271,0.1971,0.3579
M1,steer_train,1.6,679,0.0677,0.0251,0.1191,0.6141,0.5523,0.6701,0.3181,0.2882,0.3515
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