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
run directory (provenance + evals)
Browse files- run/eval_m1.jsonl +0 -0
- run/invocations.jsonl +1 -0
- run/run_meta.json +70 -1
- run/summary.csv +10 -10
- run/summary.md +10 -10
run/eval_m1.jsonl
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run/invocations.jsonl
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{"time": "2026-07-23T16:19:29+0000", "stages": ["vectors", "data", "eval_m0", "train", "eval_m1"], "commit": "none", "status": "success", "headline": "clean 100%->100% · steer_heldout@1.6 correct 0%->3%", "wandb_url": null}
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{"time": "2026-07-25T11:36:44+0000", "stages": ["eval_m0"], "commit": "none", "status": "success", "headline": "", "wandb_url": null}
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{"time": "2026-07-25T12:19:58+0000", "stages": ["eval_m1"], "commit": "none", "status": "success", "headline": "clean 100%->100% · steer_heldout@1.6 correct 0%->3%", "wandb_url": null}
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{"time": "2026-07-23T16:19:29+0000", "stages": ["vectors", "data", "eval_m0", "train", "eval_m1"], "commit": "none", "status": "success", "headline": "clean 100%->100% · steer_heldout@1.6 correct 0%->3%", "wandb_url": null}
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{"time": "2026-07-25T11:36:44+0000", "stages": ["eval_m0"], "commit": "none", "status": "success", "headline": "", "wandb_url": null}
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{"time": "2026-07-25T12:19:58+0000", "stages": ["eval_m1"], "commit": "none", "status": "success", "headline": "clean 100%->100% · steer_heldout@1.6 correct 0%->3%", "wandb_url": null}
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{"time": "2026-08-05T17:16:57+0000", "stages": ["eval_m1"], "commit": "b16f6e72a9bb+dirty", "status": "success", "headline": "clean 100%->100% · steer_heldout@1.6 correct 0%->4%", "wandb_url": null}
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run/run_meta.json
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"sha256": "fa2356571420fd8c2a444aee6e8c879b865e0cd21f5ade2938a0308effbed8f2"
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}
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"status": "
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}
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"sha256": "fa2356571420fd8c2a444aee6e8c879b865e0cd21f5ade2938a0308effbed8f2"
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}
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},
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"status": "success",
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"wandb_url": null,
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"headline": "clean 100%->100% · steer_heldout@1.6 correct 0%->4%",
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"finished_at": "2026-08-05T19:23:32+0000",
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"artifacts": {
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"capability/capability_summary.csv": {
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"sha256": "d5bbb31095b80e60dd46d2e5cdaa7ef2a781ccc89de5766381b21af1425233b9",
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"bytes": 128
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},
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"capability/capability_summary.md": {
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"sha256": "ebf7fa98749913e9f77670b2f926ead49fd2dfdf3cacdafbc27b873e088a7218",
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"bytes": 363
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},
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"capability/lmeval_run.log": {
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"sha256": "f3d93e78d2473755612d80a0afb6eaec8ed8027f13b4545ee8ec4d59370d4731",
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"bytes": 298468
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},
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"capability/m0/gsm8k_cot/Qwen__Qwen2.5-3B-Instruct/results_2026-07-23T18-36-29.229735.json": {
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"bytes": 14432
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"capability/m0/mmlu/Qwen__Qwen2.5-3B-Instruct/results_2026-07-23T18-15-57.670538.json": {
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"bytes": 139207
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"capability/m1/gsm8k_cot/__root__steering-resistance__results__full_3b__m1_resist_adapter/results_2026-07-23T19-07-18.393003.json": {
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"sha256": "35a97896c6938ea0031d99b63a6787f635f4d88b68a52c7aec53a1849b28a25c",
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"bytes": 14681
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},
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"capability/m1/mmlu/__root__steering-resistance__results__full_3b__m1_resist_adapter/results_2026-07-23T18-41-47.488437.json": {
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"bytes": 143701
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"eval_m0.jsonl": {
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"bytes": 11318115
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"bytes": 9539423
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"eval_questions.json": {
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"bytes": 27617
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"m1_resist_adapter/adapter_config.json": {
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"bytes": 1103
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"m1_resist_adapter/adapter_model.safetensors": {
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"bytes": 119801528
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"summary.csv": {
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"train_examples.json": {
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"vectors.pt": {
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run/summary.csv
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@@ -21,13 +21,13 @@ M1,correct_inject,0.8,9,1.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0
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M1,correct_inject,1.0,9,1.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0
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M1,correct_inject,1.2,9,1.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0
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M1,correct_inject,1.6,9,0.8889,0.6667,1.0,0.0,0.0,0.0,0.1111,0.0,0.3333
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M1,steer_heldout,0.4,2754,0.
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M1,steer_heldout,0.8,2754,0.
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M1,steer_heldout,1.0,2754,0.
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M1,steer_heldout,1.2,2754,0.
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M1,steer_heldout,1.6,2754,0.
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M1,steer_train,0.4,679,0.
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M1,steer_train,0.8,679,0.
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M1,steer_train,1.0,679,0.
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M1,steer_train,1.2,679,0.
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M1,steer_train,1.6,679,0.
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M1,correct_inject,1.0,9,1.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0
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M1,correct_inject,1.2,9,1.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0
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M1,correct_inject,1.6,9,0.8889,0.6667,1.0,0.0,0.0,0.0,0.1111,0.0,0.3333
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M1,steer_heldout,0.4,2754,0.9749,0.9346,0.9971,0.0054,0.0022,0.0091,0.0196,0.0,0.0577
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M1,steer_heldout,0.8,2754,0.6638,0.585,0.7266,0.2012,0.1692,0.2382,0.1351,0.0973,0.1845
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M1,steer_heldout,1.0,2754,0.4426,0.3508,0.5312,0.3355,0.2698,0.4078,0.2219,0.1747,0.2741
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M1,steer_heldout,1.2,2754,0.2614,0.1783,0.346,0.3947,0.3235,0.4695,0.3439,0.2912,0.4034
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M1,steer_heldout,1.6,2754,0.0407,0.0171,0.0675,0.541,0.5025,0.5755,0.4183,0.3998,0.4401
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M1,steer_train,0.4,679,0.9676,0.9044,1.0,0.0015,0.0,0.0044,0.0309,0.0,0.0929
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M1,steer_train,0.8,679,0.8719,0.792,0.9368,0.0383,0.0088,0.0751,0.0898,0.0457,0.1433
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M1,steer_train,1.0,679,0.6333,0.5088,0.7544,0.2091,0.1074,0.325,0.1576,0.1,0.2221
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M1,steer_train,1.2,679,0.3962,0.2581,0.5361,0.3328,0.2206,0.45,0.271,0.1971,0.3579
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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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run/summary.md
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| M1 | correct_inject | 1.0 | 9 | 100% [100%,100%] | 0% [0%,0%] | 0% [0%,0%] |
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| M1 | correct_inject | 1.2 | 9 | 100% [100%,100%] | 0% [0%,0%] | 0% [0%,0%] |
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| M1 | correct_inject | 1.6 | 9 | 89% [67%,100%] | 0% [0%,0%] | 11% [0%,33%] |
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| M1 | steer_heldout | 0.4 | 2754 | 97% [93%,100%] | 1% [0%,1%] | 2% [0%,
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| M1 | steer_heldout | 0.8 | 2754 | 66% [58%,
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| M1 | steer_heldout | 1.0 | 2754 | 44% [35%,
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| M1 | steer_heldout | 1.2 | 2754 |
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| M1 | steer_heldout | 1.6 | 2754 |
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| M1 | steer_train | 0.4 | 679 | 97% [
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| M1 | steer_train | 0.8 | 679 | 87% [
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| M1 | steer_train | 1.0 | 679 |
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| M1 | steer_train | 1.2 | 679 |
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| M1 | steer_train | 1.6 | 679 |
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| M1 | correct_inject | 1.0 | 9 | 100% [100%,100%] | 0% [0%,0%] | 0% [0%,0%] |
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| M1 | correct_inject | 1.2 | 9 | 100% [100%,100%] | 0% [0%,0%] | 0% [0%,0%] |
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| M1 | correct_inject | 1.6 | 9 | 89% [67%,100%] | 0% [0%,0%] | 11% [0%,33%] |
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| M1 | steer_heldout | 0.4 | 2754 | 97% [93%,100%] | 1% [0%,1%] | 2% [0%,6%] |
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| M1 | steer_heldout | 0.8 | 2754 | 66% [58%,73%] | 20% [17%,24%] | 14% [10%,18%] |
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| M1 | steer_heldout | 1.0 | 2754 | 44% [35%,53%] | 34% [27%,41%] | 22% [17%,27%] |
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| M1 | steer_heldout | 1.2 | 2754 | 26% [18%,35%] | 39% [32%,47%] | 34% [29%,40%] |
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| M1 | steer_heldout | 1.6 | 2754 | 4% [2%,7%] | 54% [50%,58%] | 42% [40%,44%] |
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| M1 | steer_train | 0.4 | 679 | 97% [90%,100%] | 0% [0%,0%] | 3% [0%,9%] |
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| M1 | steer_train | 0.8 | 679 | 87% [79%,94%] | 4% [1%,8%] | 9% [5%,14%] |
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| M1 | steer_train | 1.0 | 679 | 63% [51%,75%] | 21% [11%,32%] | 16% [10%,22%] |
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| M1 | steer_train | 1.2 | 679 | 40% [26%,54%] | 33% [22%,45%] | 27% [20%,36%] |
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| M1 | steer_train | 1.6 | 679 | 7% [3%,12%] | 61% [55%,67%] | 32% [29%,35%] |
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