Open-weight model
monitor_cot_for_hack-baseline-judge-explicit_intent-gpt-oss-20b
by John's Unnamed Lab hewittlab/monitor_cot_for_hack-baseline-judge-explicit_intent-gpt-oss-20b
monitor_cot_for_hack-baseline-judge-explicit_intent-gpt-oss-20b is an open-weight model from John's Unnamed Lab. Its published files total 75.3 GB.
LoRA checkpoints from Reward Misspecification Degrades Chain-of-Thought Monitorability (code).
Parameters—
Context—
Weights75.3 GB
License—
AccessOpen weights
Monthly Downloads—
Model Card
LoRA checkpoints from Reward Misspecification Degrades Chain-of-Thought Monitorability (code). - controlmodel: trained on the true reward: L1 similarity between the model's preference and the human preference, an even 0.5/0.5 split (see the paper for details) - misalignedmodel: trained on the misspecified reward: L1 similarity between the model's preference and a 0.9/0.1 split favoring Gemini The adapters are in Tinker's format. Merge one into the base model with tinker-cookbook (see Tinker's Export to HF guide), then load it The base model is downloaded without its original/ and metal/ folders, which the merge does not use.
Excerpt from the card by John's Unnamed Lab.
Identity and Version
- Repository
- hewittlab/monitor_cot_for_hack-baseline-judge-explicit_intent-gpt-oss-20b
- Publisher
- John's Unnamed Lab
- Task
- Not stated by the source
- Modality
- Other
- Library
- Not stated by the source
- Parameters
- Not stated by the source
- Languages
- Not stated by the source
- Revision
- 2914bab7f9872e78558bef1891fd2adb7cfeee2c
- First published
- 2026-10-15
- Last updated
- 2026-10-16
Files and Weights
164 files, 75.3 GB in total. The weights are 78 files totalling 75.3 GB in safetensors.
Weights78 files · 75.3 GB
Configuration84 files · 87.1 KB
Documentation1 file · 2.8 KB
Repository1 file · 1.5 KB
Every file
| File | Type | Size | SHA-256 |
|---|---|---|---|
| seed_0/control_model/step_000010/adapter_model.safetensors | Weights | 965.7 MB | 64308a88d555 |
| seed_0/control_model/step_000030/adapter_model.safetensors | Weights | 965.7 MB | 5a827d09336b |
| seed_0/control_model/step_000050/adapter_model.safetensors | Weights | 965.7 MB | 867d42e1339d |
| seed_0/control_model/step_000070/adapter_model.safetensors | Weights | 965.7 MB | 208dec3a2482 |
| seed_0/control_model/step_000090/adapter_model.safetensors | Weights | 965.7 MB | 5d09a140c79d |
| seed_0/control_model/step_000110/adapter_model.safetensors | Weights | 965.7 MB | 4e62bbc01542 |
| seed_0/control_model/step_000130/adapter_model.safetensors | Weights | 965.7 MB | 75ad625af531 |
| seed_0/control_model/step_000150/adapter_model.safetensors | Weights | 965.7 MB | e2defada29c4 |
| seed_0/control_model/step_000170/adapter_model.safetensors | Weights | 965.7 MB | a5fb37690b21 |
| seed_0/control_model/step_000190/adapter_model.safetensors | Weights | 965.7 MB | 18c549008340 |
| seed_0/control_model/step_000210/adapter_model.safetensors | Weights | 965.7 MB | 49a9751063a0 |
| seed_0/control_model/step_000230/adapter_model.safetensors | Weights | 965.7 MB | c6aada9fad91 |
| seed_0/control_model/step_000250/adapter_model.safetensors | Weights | 965.7 MB | ade5d80e95ea |
| seed_0/misaligned_model/step_000010/adapter_model.safetensors | Weights | 965.7 MB | 78f0c5a7d72b |
| seed_0/misaligned_model/step_000030/adapter_model.safetensors | Weights | 965.7 MB | 058c82f1abe4 |
| seed_0/misaligned_model/step_000050/adapter_model.safetensors | Weights | 965.7 MB | 97df3bb56774 |
| seed_0/misaligned_model/step_000070/adapter_model.safetensors | Weights | 965.7 MB | 5093b0ac17a5 |
| seed_0/misaligned_model/step_000090/adapter_model.safetensors | Weights | 965.7 MB | 0ce352c5170f |
| seed_0/misaligned_model/step_000110/adapter_model.safetensors | Weights | 965.7 MB | acc911b54f96 |
| seed_0/misaligned_model/step_000130/adapter_model.safetensors | Weights | 965.7 MB | 8659fd0ac1a0 |
| seed_0/misaligned_model/step_000150/adapter_model.safetensors | Weights | 965.7 MB | 4297032403f5 |
| seed_0/misaligned_model/step_000170/adapter_model.safetensors | Weights | 965.7 MB | 683f1ea07873 |
| seed_0/misaligned_model/step_000190/adapter_model.safetensors | Weights | 965.7 MB | 683f1ea07873 |
| seed_0/misaligned_model/step_000210/adapter_model.safetensors | Weights | 965.7 MB | 556a3850276e |
| seed_0/misaligned_model/step_000230/adapter_model.safetensors | Weights | 965.7 MB | 2182bc3f79b9 |
| seed_0/misaligned_model/step_000250/adapter_model.safetensors | Weights | 965.7 MB | 2182bc3f79b9 |
| seed_1/control_model/step_000010/adapter_model.safetensors | Weights | 965.7 MB | 1feb98dc6a69 |
| seed_1/control_model/step_000030/adapter_model.safetensors | Weights | 965.7 MB | 7324a688bfa9 |
| seed_1/control_model/step_000050/adapter_model.safetensors | Weights | 965.7 MB | 77858414a52c |
| seed_1/control_model/step_000070/adapter_model.safetensors | Weights | 965.7 MB | 7ee7360fc414 |
| seed_1/control_model/step_000090/adapter_model.safetensors | Weights | 965.7 MB | f68514d7f631 |
| seed_1/control_model/step_000110/adapter_model.safetensors | Weights | 965.7 MB | d92d5733abc0 |
| seed_1/control_model/step_000130/adapter_model.safetensors | Weights | 965.7 MB | f702563dcfc3 |
| seed_1/control_model/step_000150/adapter_model.safetensors | Weights | 965.7 MB | 493817531fc8 |
| seed_1/control_model/step_000170/adapter_model.safetensors | Weights | 965.7 MB | e9ce526a2f72 |
| seed_1/control_model/step_000190/adapter_model.safetensors | Weights | 965.7 MB | 6920e3fbff6b |
| seed_1/control_model/step_000210/adapter_model.safetensors | Weights | 965.7 MB | c5cf1bde90f1 |
| seed_1/control_model/step_000230/adapter_model.safetensors | Weights | 965.7 MB | e0358b6ec601 |
| seed_1/control_model/step_000250/adapter_model.safetensors | Weights | 965.7 MB | a48ee7d03986 |
| seed_1/misaligned_model/step_000010/adapter_model.safetensors | Weights | 965.7 MB | 86cf6bfab941 |
| seed_1/misaligned_model/step_000030/adapter_model.safetensors | Weights | 965.7 MB | ca07779b255f |
| seed_1/misaligned_model/step_000050/adapter_model.safetensors | Weights | 965.7 MB | fdf4540fd395 |
| seed_1/misaligned_model/step_000070/adapter_model.safetensors | Weights | 965.7 MB | d34b308cbc99 |
| seed_1/misaligned_model/step_000090/adapter_model.safetensors | Weights | 965.7 MB | bf9cbe35bfd4 |
| seed_1/misaligned_model/step_000110/adapter_model.safetensors | Weights | 965.7 MB | dc199fc7ae2b |
| seed_1/misaligned_model/step_000130/adapter_model.safetensors | Weights | 965.7 MB | 26d9a4f67b54 |
| seed_1/misaligned_model/step_000150/adapter_model.safetensors | Weights | 965.7 MB | 26d9a4f67b54 |
| seed_1/misaligned_model/step_000170/adapter_model.safetensors | Weights | 965.7 MB | 128daf73360c |
| seed_1/misaligned_model/step_000190/adapter_model.safetensors | Weights | 965.7 MB | d08c6999bb25 |
| seed_1/misaligned_model/step_000210/adapter_model.safetensors | Weights | 965.7 MB | d08c6999bb25 |
| seed_1/misaligned_model/step_000230/adapter_model.safetensors | Weights | 965.7 MB | 089167c00640 |
| seed_1/misaligned_model/step_000250/adapter_model.safetensors | Weights | 965.7 MB | 05f1ed37d74a |
| seed_2/control_model/step_000010/adapter_model.safetensors | Weights | 965.7 MB | 5ee43767b251 |
| seed_2/control_model/step_000030/adapter_model.safetensors | Weights | 965.7 MB | ac3c9ffb8fd4 |
| seed_2/control_model/step_000050/adapter_model.safetensors | Weights | 965.7 MB | bc96df6c1529 |
| seed_2/control_model/step_000070/adapter_model.safetensors | Weights | 965.7 MB | 5217b0cd6d49 |
| seed_2/control_model/step_000090/adapter_model.safetensors | Weights | 965.7 MB | 35a4e7d338b7 |
| seed_2/control_model/step_000110/adapter_model.safetensors | Weights | 965.7 MB | 36c1549d2739 |
| seed_2/control_model/step_000130/adapter_model.safetensors | Weights | 965.7 MB | 2df34c6fea48 |
| seed_2/control_model/step_000150/adapter_model.safetensors | Weights | 965.7 MB | 911642737294 |
| seed_2/control_model/step_000170/adapter_model.safetensors | Weights | 965.7 MB | d1b565c8543a |
| seed_2/control_model/step_000190/adapter_model.safetensors | Weights | 965.7 MB | ebbd8d19c481 |
| seed_2/control_model/step_000210/adapter_model.safetensors | Weights | 965.7 MB | 084272ee5bc9 |
| seed_2/control_model/step_000230/adapter_model.safetensors | Weights | 965.7 MB | c424991b68f0 |
| seed_2/control_model/step_000250/adapter_model.safetensors | Weights | 965.7 MB | c0576512c45d |
| seed_2/misaligned_model/step_000010/adapter_model.safetensors | Weights | 965.7 MB | 542867b2e8c0 |
| seed_2/misaligned_model/step_000030/adapter_model.safetensors | Weights | 965.7 MB | c88bd95f869b |
| seed_2/misaligned_model/step_000050/adapter_model.safetensors | Weights | 965.7 MB | 1fcc4c2f43d9 |
| seed_2/misaligned_model/step_000070/adapter_model.safetensors | Weights | 965.7 MB | 927c7f7dfbf5 |
| seed_2/misaligned_model/step_000090/adapter_model.safetensors | Weights | 965.7 MB | 8aa35b37ac3c |
| seed_2/misaligned_model/step_000110/adapter_model.safetensors | Weights | 965.7 MB | 1f0ab0faab90 |
| seed_2/misaligned_model/step_000130/adapter_model.safetensors | Weights | 965.7 MB | 1677e761ba8d |
| seed_2/misaligned_model/step_000150/adapter_model.safetensors | Weights | 965.7 MB | b5cd08dd0220 |
| seed_2/misaligned_model/step_000170/adapter_model.safetensors | Weights | 965.7 MB | b5cd08dd0220 |
| seed_2/misaligned_model/step_000190/adapter_model.safetensors | Weights | 965.7 MB | b5cd08dd0220 |
| seed_2/misaligned_model/step_000210/adapter_model.safetensors | Weights | 965.7 MB | e5b22269820f |
| seed_2/misaligned_model/step_000230/adapter_model.safetensors | Weights | 965.7 MB | e5b22269820f |
| seed_2/misaligned_model/step_000250/adapter_model.safetensors | Weights | 965.7 MB | e5b22269820f |
| seed_0/control_model/config.yaml | Configuration | 2.4 KB | — |
| seed_0/control_model/step_000010/adapter_config.json | Configuration | 934 B | — |
| seed_0/control_model/step_000030/adapter_config.json | Configuration | 934 B | — |
| seed_0/control_model/step_000050/adapter_config.json | Configuration | 934 B | — |
| seed_0/control_model/step_000070/adapter_config.json | Configuration | 934 B | — |
| seed_0/control_model/step_000090/adapter_config.json | Configuration | 934 B | — |
| seed_0/control_model/step_000110/adapter_config.json | Configuration | 934 B | — |
| seed_0/control_model/step_000130/adapter_config.json | Configuration | 934 B | — |
| seed_0/control_model/step_000150/adapter_config.json | Configuration | 934 B | — |
| seed_0/control_model/step_000170/adapter_config.json | Configuration | 934 B | — |
| seed_0/control_model/step_000190/adapter_config.json | Configuration | 934 B | — |
| seed_0/control_model/step_000210/adapter_config.json | Configuration | 934 B | — |
| seed_0/control_model/step_000230/adapter_config.json | Configuration | 934 B | — |
| seed_0/control_model/step_000250/adapter_config.json | Configuration | 934 B | — |
| seed_0/misaligned_model/config.yaml | Configuration | 2.4 KB | — |
| seed_0/misaligned_model/step_000010/adapter_config.json | Configuration | 934 B | — |
| seed_0/misaligned_model/step_000030/adapter_config.json | Configuration | 934 B | — |
| seed_0/misaligned_model/step_000050/adapter_config.json | Configuration | 934 B | — |
| seed_0/misaligned_model/step_000070/adapter_config.json | Configuration | 934 B | — |
| seed_0/misaligned_model/step_000090/adapter_config.json | Configuration | 934 B | — |
| seed_0/misaligned_model/step_000110/adapter_config.json | Configuration | 934 B | — |
| seed_0/misaligned_model/step_000130/adapter_config.json | Configuration | 934 B | — |
| seed_0/misaligned_model/step_000150/adapter_config.json | Configuration | 934 B | — |
| seed_0/misaligned_model/step_000170/adapter_config.json | Configuration | 934 B | — |
| seed_0/misaligned_model/step_000190/adapter_config.json | Configuration | 934 B | — |
| seed_0/misaligned_model/step_000210/adapter_config.json | Configuration | 934 B | — |
| seed_0/misaligned_model/step_000230/adapter_config.json | Configuration | 934 B | — |
| seed_0/misaligned_model/step_000250/adapter_config.json | Configuration | 934 B | — |
| seed_1/control_model/config.yaml | Configuration | 2.4 KB | — |
| seed_1/control_model/step_000010/adapter_config.json | Configuration | 934 B | — |
| seed_1/control_model/step_000030/adapter_config.json | Configuration | 934 B | — |
| seed_1/control_model/step_000050/adapter_config.json | Configuration | 934 B | — |
| seed_1/control_model/step_000070/adapter_config.json | Configuration | 934 B | — |
| seed_1/control_model/step_000090/adapter_config.json | Configuration | 934 B | — |
| seed_1/control_model/step_000110/adapter_config.json | Configuration | 934 B | — |
| seed_1/control_model/step_000130/adapter_config.json | Configuration | 934 B | — |
| seed_1/control_model/step_000150/adapter_config.json | Configuration | 934 B | — |
| seed_1/control_model/step_000170/adapter_config.json | Configuration | 934 B | — |
| seed_1/control_model/step_000190/adapter_config.json | Configuration | 934 B | — |
| seed_1/control_model/step_000210/adapter_config.json | Configuration | 934 B | — |
| seed_1/control_model/step_000230/adapter_config.json | Configuration | 934 B | — |
| seed_1/control_model/step_000250/adapter_config.json | Configuration | 934 B | — |
| seed_1/misaligned_model/config.yaml | Configuration | 2.4 KB | — |
| seed_1/misaligned_model/step_000010/adapter_config.json | Configuration | 934 B | — |
| seed_1/misaligned_model/step_000030/adapter_config.json | Configuration | 934 B | — |
| seed_1/misaligned_model/step_000050/adapter_config.json | Configuration | 934 B | — |
| seed_1/misaligned_model/step_000070/adapter_config.json | Configuration | 934 B | — |
| seed_1/misaligned_model/step_000090/adapter_config.json | Configuration | 934 B | — |
| seed_1/misaligned_model/step_000110/adapter_config.json | Configuration | 934 B | — |
| seed_1/misaligned_model/step_000130/adapter_config.json | Configuration | 934 B | — |
| seed_1/misaligned_model/step_000150/adapter_config.json | Configuration | 934 B | — |
| seed_1/misaligned_model/step_000170/adapter_config.json | Configuration | 934 B | — |
| seed_1/misaligned_model/step_000190/adapter_config.json | Configuration | 934 B | — |
| seed_1/misaligned_model/step_000210/adapter_config.json | Configuration | 934 B | — |
| seed_1/misaligned_model/step_000230/adapter_config.json | Configuration | 934 B | — |
| seed_1/misaligned_model/step_000250/adapter_config.json | Configuration | 934 B | — |
| seed_2/control_model/config.yaml | Configuration | 2.4 KB | — |
| seed_2/control_model/step_000010/adapter_config.json | Configuration | 934 B | — |
| seed_2/control_model/step_000030/adapter_config.json | Configuration | 934 B | — |
| seed_2/control_model/step_000050/adapter_config.json | Configuration | 934 B | — |
| seed_2/control_model/step_000070/adapter_config.json | Configuration | 934 B | — |
| seed_2/control_model/step_000090/adapter_config.json | Configuration | 934 B | — |
| seed_2/control_model/step_000110/adapter_config.json | Configuration | 934 B | — |
| seed_2/control_model/step_000130/adapter_config.json | Configuration | 934 B | — |
| seed_2/control_model/step_000150/adapter_config.json | Configuration | 934 B | — |
| seed_2/control_model/step_000170/adapter_config.json | Configuration | 934 B | — |
| seed_2/control_model/step_000190/adapter_config.json | Configuration | 934 B | — |
| seed_2/control_model/step_000210/adapter_config.json | Configuration | 934 B | — |
| seed_2/control_model/step_000230/adapter_config.json | Configuration | 934 B | — |
| seed_2/control_model/step_000250/adapter_config.json | Configuration | 934 B | — |
| seed_2/misaligned_model/config.yaml | Configuration | 2.4 KB | — |
| seed_2/misaligned_model/step_000010/adapter_config.json | Configuration | 934 B | — |
| seed_2/misaligned_model/step_000030/adapter_config.json | Configuration | 934 B | — |
| seed_2/misaligned_model/step_000050/adapter_config.json | Configuration | 934 B | — |
| seed_2/misaligned_model/step_000070/adapter_config.json | Configuration | 934 B | — |
| seed_2/misaligned_model/step_000090/adapter_config.json | Configuration | 934 B | — |
| seed_2/misaligned_model/step_000110/adapter_config.json | Configuration | 934 B | — |
| seed_2/misaligned_model/step_000130/adapter_config.json | Configuration | 934 B | — |
| seed_2/misaligned_model/step_000150/adapter_config.json | Configuration | 934 B | — |
| seed_2/misaligned_model/step_000170/adapter_config.json | Configuration | 934 B | — |
| seed_2/misaligned_model/step_000190/adapter_config.json | Configuration | 934 B | — |
| seed_2/misaligned_model/step_000210/adapter_config.json | Configuration | 934 B | — |
| seed_2/misaligned_model/step_000230/adapter_config.json | Configuration | 934 B | — |
| seed_2/misaligned_model/step_000250/adapter_config.json | Configuration | 934 B | — |
| README.md | Documentation | 2.8 KB | — |
| .gitattributes | Repository | 1.5 KB | — |
License and Download
- License
- Not stated by the source
- Access
- Open weights, no gate
- Download size
- 75.3 GB
Download from John's Unnamed Lab
Released by John's Unnamed Lab through its official repository on Hugging Face.
Built From
- Adapter of openai/gpt-oss-20b
- Derived from openai/gpt-oss-20b
- Trained on (disclosed) hewittlab/monitor_cot_for_hack-judge
Memory Requirements
| Precision | Weights in memory |
|---|---|
| As published | 75.3 GB |
Weights only, from the published parameter count; the key-value cache and runtime add to this.