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Open-weight model

bad-rl-adapters

by Joshua Fonseca joshycodes/bad-rl-adapters

bad-rl-adapters is an open-weight model from Joshua Fonseca, released under other. Its published files total 218.4 GB.

LoRA adapters from the bad-rl project: stories about an AI that declines to reward hack (flagging broken tests instead), trained into language models before RL. Each folder is a PEFT adapter; load it onto the model named below with PeftModel.frompretrained.

Parameters—
Context—
Weights218.3 GB
Licenseother
AccessOpen weights
Monthly Downloads—

Model Card

LoRA adapters from the bad-rl project: stories about an AI that declines to reward hack (flagging broken tests instead), trained into language models before RL. Each folder is a PEFT adapter; load it onto the model named below with PeftModel.frompretrained. 1M / 3M / 10M = story tokens seen. Grafting is only valid when the chat model was post-trained from the base it is applied over (check with rl/lineagecheck.py: Qwen3-4B 0.996, Qwen3.5-9B 1.0, Gemma 3 12B 0.979, Gemma 3 27B 0.983, Qwen3-14B 0.997, Nemotron 12B v2 0.997, Llama 3.1 8B 0.999 weight cosine). Grafting (Nutter, Roytburg, Dumas, Ou, Feng 2026, arXiv 2610.00767): train on the pre-trained checkpoint, add the learned update to the…

Excerpt from the card by Joshua Fonseca, licensed other.

Identity and Version

Repository
joshycodes/bad-rl-adapters
Publisher
Joshua Fonseca
Task
Not stated by the source
Modality
Other
Library
peft
Parameters
Not stated by the source
Languages
Not stated by the source
Revision
4796124e9cf7bfdae7d767fd9cd692562847d700
First published
2026-10-06
Last updated
2026-10-16

Files and Weights

1,089 files, 218.4 GB in total. The weights are 239 files totalling 218.3 GB in pt, safetensors.

Weights239 files · 218.3 GB
Configuration392 files · 1.5 MB
Documentation132 files · 683.5 KB
Other325 files · 62.4 MB
Repository1 file · 1.5 KB
Every file
FileTypeSizeSHA-256
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gemma-3-12b/difficult-advice-sft/goal-3m-seed0/adapter_model.safetensorsWeights1.0 GB 8edd49ac848f
gemma-3-12b/difficult-advice-sft/learn-3m-seed0/adapter_model.safetensorsWeights1.0 GB 71859e80ce87
gemma-3-12b/difficult-advice-sft/secure-3m-seed0/adapter_model.safetensorsWeights1.0 GB 07228bad8907
gemma-3-12b/difficult-advice/learn-3m-seed0/adapter_model.safetensorsWeights1.0 GB 9bc54bc2482b
gemma-3-12b/emotion-vectors/directions.ptWeights5.3 MB ff0928b5deb4
gemma-3-12b/emotion-vectors/emotion_vectors.ptWeights129.5 MB fe99b48812bb
gemma-3-12b/flourishing-sft/mix-3m-seed0/adapter_model.safetensorsWeights1.0 GB b343c77c04ed
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gemma-3-12b/flourishing-sft/work-3m-seed0/adapter_model.safetensorsWeights1.0 GB 17aacc30ee9a
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gemma-3-12b/grafted-paper-recipe/1m/adapter_model.safetensorsWeights1.0 GB e3521fddc981
gemma-3-12b/grafted-paper-recipe/3m/adapter_model.safetensorsWeights1.0 GB 2197bb7f4cf9
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gemma-3-12b/other-corpora/mix-10m-seed1/adapter_model.safetensorsWeights1.0 GB 2f80bddf66b5
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gemma-3-27b/emotion-vectors-base/emotion_vectors.ptWeights233.0 MB e9aeb19b961a
gemma-3-27b/emotion-vectors/directions.ptWeights9.5 MB 735bd640fd69
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llama-3.1-8b/emotion-vectors-base/acts/story_index.csvOther644.8 KB —
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qwen3-4b/emotion-vectors/acts/story_index.csvOther644.8 KB —
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.gitattributesRepository1.5 KB —

License and Download

License
other
Access
Open weights, no gate
Download size
218.3 GB
Download from Joshua Fonseca

Released by Joshua Fonseca through its official repository on Hugging Face.

Memory Requirements

PrecisionWeights in memory
As published218.3 GB

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

Questions About bad-rl-adapters

What license is bad-rl-adapters released under?

other, as its publisher declares it. Read the license text before commercial use.