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Open-weight model

monitor_cot_for_hack-reward_description-judge-explicit_intent-gpt-oss-120b

by John's Unnamed Lab hewittlab/monitor_cot_for_hack-reward_description-judge-explicit_intent-gpt-oss-120b

monitor_cot_for_hack-reward_description-judge-explicit_intent-gpt-oss-120b is an open-weight model from John's Unnamed Lab. Its published files total 99.9 GB.

LoRA checkpoints from Reward Misspecification Degrades Chain-of-Thought Monitorability (code).

Parameters—
Context—
Weights99.9 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-reward_description-judge-explicit_intent-gpt-oss-120b
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
f53e06a95d121e970b17d1ffe19f2ca9049a0abd
First published
2026-10-17
Last updated
2026-10-17

Files and Weights

52 files, 99.9 GB in total. The weights are 19 files totalling 99.9 GB in safetensors.

Weights19 files · 99.9 GB
Configuration25 files · 31.4 KB
Documentation1 file · 3.0 KB
Other6 files · 1.2 KB
Repository1 file · 1.5 KB
Every file
FileTypeSizeSHA-256
seed_0/control_model/step_000010/adapter_model.safetensorsWeights5.3 GB b96694e413d2
seed_0/control_model/step_000030/adapter_model.safetensorsWeights5.3 GB 602fc990e773
seed_0/control_model/step_000050/adapter_model.safetensorsWeights5.3 GB 73392f7d3001
seed_0/control_model/step_000070/adapter_model.safetensorsWeights5.3 GB 079d05b5e73a
seed_0/control_model/step_000090/adapter_model.safetensorsWeights5.3 GB 6743bf9b1057
seed_0/control_model/step_000110/adapter_model.safetensorsWeights5.3 GB 478b558a0d5f
seed_0/control_model/step_000130/adapter_model.safetensorsWeights5.3 GB b6f46161ec59
seed_0/control_model/step_000150/adapter_model.safetensorsWeights5.3 GB 3831f1bfee86
seed_0/control_model/step_000170/adapter_model.safetensorsWeights5.3 GB 1481dcb31c7a
seed_0/control_model/step_000190/adapter_model.safetensorsWeights5.3 GB 1aef9a0c1fdd
seed_0/control_model/step_000210/adapter_model.safetensorsWeights5.3 GB 1aef9a0c1fdd
seed_0/control_model/step_000230/adapter_model.safetensorsWeights5.3 GB 1aef9a0c1fdd
seed_0/control_model/step_000250/adapter_model.safetensorsWeights5.3 GB a1b9c51d3675
seed_0/misaligned_model/step_000010/adapter_model.safetensorsWeights5.3 GB bf7168da19fd
seed_0/misaligned_model/step_000030/adapter_model.safetensorsWeights5.3 GB 1a7531dba03a
seed_0/misaligned_model/step_000050/adapter_model.safetensorsWeights5.3 GB 2e3d7104071c
seed_0/misaligned_model/step_000070/adapter_model.safetensorsWeights5.3 GB 238f3526addd
seed_0/misaligned_model/step_000090/adapter_model.safetensorsWeights5.3 GB 4a86d2e9ebe1
seed_0/misaligned_model/step_000110/adapter_model.safetensorsWeights5.3 GB b786d5769811
seed_0/control_model/config.yamlConfiguration2.3 KB —
seed_0/control_model/step_000010/adapter_config.jsonConfiguration934 B —
seed_0/control_model/step_000030/adapter_config.jsonConfiguration934 B —
seed_0/control_model/step_000050/adapter_config.jsonConfiguration934 B —
seed_0/control_model/step_000070/adapter_config.jsonConfiguration934 B —
seed_0/control_model/step_000090/adapter_config.jsonConfiguration934 B —
seed_0/control_model/step_000110/adapter_config.jsonConfiguration934 B —
seed_0/control_model/step_000130/adapter_config.jsonConfiguration934 B —
seed_0/control_model/step_000150/adapter_config.jsonConfiguration934 B —
seed_0/control_model/step_000170/adapter_config.jsonConfiguration934 B —
seed_0/control_model/step_000190/adapter_config.jsonConfiguration934 B —
seed_0/control_model/step_000210/adapter_config.jsonConfiguration934 B —
seed_0/control_model/step_000230/adapter_config.jsonConfiguration934 B —
seed_0/control_model/step_000250/adapter_config.jsonConfiguration934 B —
seed_0/misaligned_model/config.yamlConfiguration2.3 KB —
seed_0/misaligned_model/step_000010/adapter_config.jsonConfiguration934 B —
seed_0/misaligned_model/step_000030/adapter_config.jsonConfiguration934 B —
seed_0/misaligned_model/step_000050/adapter_config.jsonConfiguration934 B —
seed_0/misaligned_model/step_000070/adapter_config.jsonConfiguration934 B —
seed_0/misaligned_model/step_000090/adapter_config.jsonConfiguration934 B —
seed_0/misaligned_model/step_000110/adapter_config.jsonConfiguration934 B —
seed_1/control_model/config.yamlConfiguration2.3 KB —
seed_1/misaligned_model/config.yamlConfiguration2.3 KB —
seed_2/control_model/config.yamlConfiguration2.3 KB —
seed_2/misaligned_model/config.yamlConfiguration2.3 KB —
README.mdDocumentation3.0 KB —
seed_0/control_model/reward_description.txtOther185 B —
seed_0/misaligned_model/reward_description.txtOther243 B —
seed_1/control_model/reward_description.txtOther215 B —
seed_1/misaligned_model/reward_description.txtOther205 B —
seed_2/control_model/reward_description.txtOther146 B —
seed_2/misaligned_model/reward_description.txtOther193 B —
.gitattributesRepository1.5 KB —

License and Download

License
Not stated by the source
Access
Open weights, no gate
Download size
99.9 GB
Download from John's Unnamed Lab

Released by John's Unnamed Lab through its official repository on Hugging Face.

Built From

Memory Requirements

PrecisionWeights in memory
As published99.9 GB

Weights only, from the published parameter count; the key-value cache and runtime add to this.