Initial checkpoint release v1.0.0

.gitattributes

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README.md

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+---
+library_name: peft
+license: other
+tags:
+- peft
+- lora
+- tinker
+---
+
+# EM code subliminal transfer checkpoints
+
+Version `1.0.0`. This repository contains 34 PEFT LoRA inference
+checkpoints.
+
+## Base models
+
+- `Qwen/Qwen3-30B-A3B-Instruct-2507`
+- `nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B-BF16`
+
+## Layout
+
+```text
+checkpoints/teacher/
+checkpoints/qwen/<condition>/epoch-<1|2>/
+checkpoints/nemotron/<condition>/epoch-<1|2>/
+```
+
+Core epoch checkpoints are steps 1,815 and 3,630. Control checkpoints use the
+same exposure-matched steps. The dataset-generation teacher is GRPO step 525.
+
+Each checkpoint directory contains `adapter_config.json`,
+`adapter_model.safetensors`, and `metadata.json`. Exact provenance and SHA-256
+values are in `manifest.json`.
+
+## Loading
+
+```python
+from peft import PeftModel
+from transformers import AutoModelForCausalLM
+
+repo = "rustem17/em-code-subliminal-transfer-checkpoints"
+subfolder = "checkpoints/qwen/insecure_all_comments_removed/epoch-2"
+base = "Qwen/Qwen3-30B-A3B-Instruct-2507"
+
+model = AutoModelForCausalLM.from_pretrained(base)
+model = PeftModel.from_pretrained(model, repo, subfolder=subfolder)
+```

checkpoints/nemotron/control_pplus/epoch-1/adapter_config.json

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+  "init_lora_weights": true,
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+  "loftq_config": {},
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+  "lora_bias": false,
+  "lora_dropout": 0,
+  "megatron_config": null,
+  "megatron_core": "megatron.core",
+  "modules_to_save": null,
+  "peft_type": "LORA",
+  "peft_version": "0.18.1",
+  "qalora_group_size": 16,
+  "r": 32,
+  "rank_pattern": {},
+  "revision": null,
+  "target_modules": "all-linear",
+  "target_parameters": null,
+  "task_type": "CAUSAL_LM",
+  "trainable_token_indices": null,
+  "use_dora": false,
+  "use_qalora": false,
+  "use_rslora": false
+}

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+  "condition": "control_pplus",
+  "created_at": "2026-08-05T12:28:17.728515+00:00",
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+  "training_step": 3630
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