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
model card
Browse files
README.md
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@@ -20,12 +20,12 @@ the steering-resistance repo.
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| run | full_3b |
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| result | clean 100%->100% · steer_heldout@1.6 correct 0%->3% |
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| trained | 2026-07-
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| code | unknown |
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| config | `configs/full_3b.yaml` (snapshot: `run/config.yaml`) |
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| wandb | — |
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| hardware | NVIDIA RTX
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| stack | torch 2.
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| data: concepts_path | `adc6aee9b1cc537a…` (data/concepts_paper.json) |
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| data: qa_path | `fa2356571420fd8c…` (data/qa_open.json) |
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@@ -62,11 +62,11 @@ the steering-resistance repo.
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| M0 | correct_inject | 1.0 | 9 | 89% [67%,100%] | 0% [0%,0%] | 11% [0%,33%] |
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| M0 | correct_inject | 1.2 | 9 | 89% [67%,100%] | 0% [0%,0%] | 11% [0%,33%] |
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| M0 | correct_inject | 1.6 | 9 | 89% [67%,100%] | 0% [0%,0%] | 11% [0%,33%] |
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| M0 | steer_heldout | 0.4 |
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| M0 | steer_heldout | 0.8 |
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| M0 | steer_heldout | 1.0 |
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| M0 | steer_heldout | 1.2 |
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| M0 | steer_heldout | 1.6 |
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| M0 | steer_train | 0.4 | 679 | 93% [84%,98%] | 0% [0%,1%] | 7% [2%,16%] |
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| M0 | steer_train | 0.8 | 679 | 16% [12%,21%] | 73% [69%,78%] | 10% [8%,13%] |
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| M0 | steer_train | 1.0 | 679 | 2% [1%,3%] | 87% [85%,89%] | 11% [10%,13%] |
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@@ -78,11 +78,11 @@ the steering-resistance repo.
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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 |
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| M1 | steer_heldout | 0.8 |
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| M1 | steer_heldout | 1.0 |
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| M1 | steer_heldout | 1.2 |
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| M1 | steer_heldout | 1.6 |
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| M1 | steer_train | 0.4 | 679 | 97% [91%,100%] | 0% [0%,0%] | 3% [0%,9%] |
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| M1 | steer_train | 0.8 | 679 | 87% [80%,94%] | 4% [1%,8%] | 9% [4%,14%] |
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| M1 | steer_train | 1.0 | 679 | 61% [48%,73%] | 22% [12%,32%] | 18% [11%,24%] |
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| run | full_3b |
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| result | clean 100%->100% · steer_heldout@1.6 correct 0%->3% |
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| trained | 2026-07-25T12:19:58+0000 |
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| code | unknown |
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| config | `configs/full_3b.yaml` (snapshot: `run/config.yaml`) |
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| wandb | — |
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| hardware | NVIDIA GeForce RTX 3090 |
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| stack | torch 2.13.0+cu126, transformers 5.14.1, peft 0.19.1, accelerate 1.14.0, datasets 5.0.0, numpy 2.4.6, huggingface_hub 1.24.0 |
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| data: concepts_path | `adc6aee9b1cc537a…` (data/concepts_paper.json) |
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| data: qa_path | `fa2356571420fd8c…` (data/qa_open.json) |
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| M0 | correct_inject | 1.0 | 9 | 89% [67%,100%] | 0% [0%,0%] | 11% [0%,33%] |
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| M0 | correct_inject | 1.2 | 9 | 89% [67%,100%] | 0% [0%,0%] | 11% [0%,33%] |
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| M0 | correct_inject | 1.6 | 9 | 89% [67%,100%] | 0% [0%,0%] | 11% [0%,33%] |
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| M0 | steer_heldout | 0.4 | 2754 | 84% [77%,89%] | 9% [7%,12%] | 7% [4%,12%] |
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| M0 | steer_heldout | 0.8 | 2754 | 14% [10%,17%] | 73% [69%,77%] | 13% [12%,14%] |
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| M0 | steer_heldout | 1.0 | 2754 | 1% [1%,2%] | 81% [80%,83%] | 17% [16%,18%] |
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| M0 | steer_heldout | 1.2 | 2754 | 0% [0%,0%] | 74% [73%,75%] | 26% [25%,27%] |
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| M0 | steer_heldout | 1.6 | 2754 | 0% [0%,0%] | 52% [52%,53%] | 48% [47%,48%] |
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| M0 | steer_train | 0.4 | 679 | 93% [84%,98%] | 0% [0%,1%] | 7% [2%,16%] |
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| M0 | steer_train | 0.8 | 679 | 16% [12%,21%] | 73% [69%,78%] | 10% [8%,13%] |
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| M0 | steer_train | 1.0 | 679 | 2% [1%,3%] | 87% [85%,89%] | 11% [10%,13%] |
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| M1 | correct_inject | 1.0 | 9 | 100% [100%,100%] | 0% [0%,0%] | 0% [0%,0%] |
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| 79 |
| 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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| 81 |
+
| M1 | steer_heldout | 0.4 | 2754 | 97% [93%,100%] | 1% [0%,1%] | 2% [0%,7%] |
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| M1 | steer_heldout | 0.8 | 2754 | 66% [58%,72%] | 21% [17%,24%] | 14% [9%,19%] |
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| M1 | steer_heldout | 1.0 | 2754 | 44% [35%,52%] | 34% [28%,42%] | 22% [18%,27%] |
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| M1 | steer_heldout | 1.2 | 2754 | 25% [17%,33%] | 42% [35%,50%] | 33% [28%,39%] |
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| M1 | steer_heldout | 1.6 | 2754 | 3% [1%,6%] | 55% [52%,58%] | 42% [40%,44%] |
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| M1 | steer_train | 0.4 | 679 | 97% [91%,100%] | 0% [0%,0%] | 3% [0%,9%] |
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| M1 | steer_train | 0.8 | 679 | 87% [80%,94%] | 4% [1%,8%] | 9% [4%,14%] |
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| M1 | steer_train | 1.0 | 679 | 61% [48%,73%] | 22% [12%,32%] | 18% [11%,24%] |
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