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
run directory (provenance + evals)
Browse files- run/eval_m1.jsonl +0 -0
- run/summary.csv +16 -0
- run/summary.md +16 -0
run/eval_m1.jsonl
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run/summary.csv
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@@ -15,3 +15,19 @@ M0,steer_train,0.8,680,0.5618,0.4824,0.6368,0.3485,0.2794,0.4235,0.0897,0.0647,0
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M0,steer_train,1.0,680,0.0882,0.0632,0.1147,0.7897,0.7706,0.8103,0.1221,0.1044,0.1397
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M0,steer_train,1.2,680,0.0088,0.0029,0.0162,0.8088,0.7868,0.8309,0.1824,0.1618,0.2029
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M0,steer_train,1.6,680,0.0,0.0,0.0,0.6471,0.6294,0.6647,0.3529,0.3353,0.3706
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M0,steer_train,1.0,680,0.0882,0.0632,0.1147,0.7897,0.7706,0.8103,0.1221,0.1044,0.1397
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M0,steer_train,1.2,680,0.0088,0.0029,0.0162,0.8088,0.7868,0.8309,0.1824,0.1618,0.2029
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M0,steer_train,1.6,680,0.0,0.0,0.0,0.6471,0.6294,0.6647,0.3529,0.3353,0.3706
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M1,clean,0.0,17,1.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0
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M1,correct_inject,0.4,7,0.8571,0.5714,1.0,0.0,0.0,0.0,0.1429,0.0,0.4286
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M1,correct_inject,0.8,7,1.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0
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M1,correct_inject,1.0,7,0.8571,0.5714,1.0,0.0,0.0,0.0,0.1429,0.0,0.4286
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| 22 |
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M1,correct_inject,1.2,7,0.7143,0.4286,1.0,0.0,0.0,0.0,0.2857,0.0,0.5714
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M1,correct_inject,1.6,7,1.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0
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| 24 |
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M1,steer_heldout,0.4,680,0.9765,0.9559,0.9926,0.0235,0.0074,0.0441,0.0,0.0,0.0
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M1,steer_heldout,0.8,680,0.8456,0.8015,0.8912,0.15,0.1074,0.1926,0.0044,0.0,0.0088
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M1,steer_heldout,1.0,680,0.7426,0.7162,0.7706,0.2294,0.2044,0.2529,0.0279,0.0162,0.0412
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| 27 |
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M1,steer_heldout,1.2,680,0.6044,0.5559,0.6515,0.3397,0.2941,0.3912,0.0559,0.0397,0.0721
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M1,steer_heldout,1.6,680,0.1971,0.1279,0.2676,0.6206,0.5529,0.6853,0.1824,0.1632,0.2015
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M1,steer_train,0.4,680,0.9985,0.9956,1.0,0.0015,0.0,0.0044,0.0,0.0,0.0
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M1,steer_train,0.8,680,0.9853,0.9632,0.9985,0.0074,0.0,0.0176,0.0074,0.0,0.0206
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M1,steer_train,1.0,680,0.9618,0.9265,0.9882,0.0235,0.0074,0.0441,0.0147,0.0,0.0338
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M1,steer_train,1.2,680,0.8176,0.7456,0.8824,0.1206,0.0706,0.175,0.0618,0.0368,0.0912
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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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run/summary.md
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@@ -16,3 +16,19 @@
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| M0 | steer_train | 1.0 | 680 | 9% [6%,11%] | 79% [77%,81%] | 12% [10%,14%] |
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| M0 | steer_train | 1.2 | 680 | 1% [0%,2%] | 81% [79%,83%] | 18% [16%,20%] |
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| M0 | steer_train | 1.6 | 680 | 0% [0%,0%] | 65% [63%,66%] | 35% [34%,37%] |
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| M0 | steer_train | 1.0 | 680 | 9% [6%,11%] | 79% [77%,81%] | 12% [10%,14%] |
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| M0 | steer_train | 1.2 | 680 | 1% [0%,2%] | 81% [79%,83%] | 18% [16%,20%] |
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| M0 | steer_train | 1.6 | 680 | 0% [0%,0%] | 65% [63%,66%] | 35% [34%,37%] |
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| M1 | clean | 0.0 | 17 | 100% [100%,100%] | 0% [0%,0%] | 0% [0%,0%] |
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| M1 | correct_inject | 0.4 | 7 | 86% [57%,100%] | 0% [0%,0%] | 14% [0%,43%] |
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| M1 | correct_inject | 0.8 | 7 | 100% [100%,100%] | 0% [0%,0%] | 0% [0%,0%] |
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| M1 | correct_inject | 1.0 | 7 | 86% [57%,100%] | 0% [0%,0%] | 14% [0%,43%] |
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| M1 | correct_inject | 1.2 | 7 | 71% [43%,100%] | 0% [0%,0%] | 29% [0%,57%] |
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| M1 | correct_inject | 1.6 | 7 | 100% [100%,100%] | 0% [0%,0%] | 0% [0%,0%] |
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| M1 | steer_heldout | 0.4 | 680 | 98% [96%,99%] | 2% [1%,4%] | 0% [0%,0%] |
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| M1 | steer_heldout | 0.8 | 680 | 85% [80%,89%] | 15% [11%,19%] | 0% [0%,1%] |
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| M1 | steer_heldout | 1.0 | 680 | 74% [72%,77%] | 23% [20%,25%] | 3% [2%,4%] |
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| M1 | steer_heldout | 1.2 | 680 | 60% [56%,65%] | 34% [29%,39%] | 6% [4%,7%] |
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| M1 | steer_heldout | 1.6 | 680 | 20% [13%,27%] | 62% [55%,69%] | 18% [16%,20%] |
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| M1 | steer_train | 0.4 | 680 | 100% [100%,100%] | 0% [0%,0%] | 0% [0%,0%] |
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| M1 | steer_train | 0.8 | 680 | 99% [96%,100%] | 1% [0%,2%] | 1% [0%,2%] |
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| M1 | steer_train | 1.0 | 680 | 96% [93%,99%] | 2% [1%,4%] | 1% [0%,3%] |
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| M1 | steer_train | 1.2 | 680 | 82% [75%,88%] | 12% [7%,18%] | 6% [4%,9%] |
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| M1 | steer_train | 1.6 | 680 | 33% [22%,45%] | 49% [39%,59%] | 18% [14%,21%] |
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