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Cascade-rlvr75-12B
Lambent/Cascade-rlvr75-12B
Cascade-rlvr75-12B is a machine learning model from Lambent. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as gemma.
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51
Public
Parameters
12.2B
24.4 GB on disk
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3
Public
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At a glance
- License
- gemma
- Model type
- gemma3
- Access
- Public
- Created
- Dec 22, 2025
- Updated
- Dec 22, 2025
- SHA
- 24ce78b0
Base models
Model card
From the Hugging Face model README
QLoRA GRPO with accidentally early stopping (ran out of device data) at 75 steps / 100 on the RLVR scenarios for the environment Mira came up with.
Took about 7-8hrs on a 3090. They are still glitchy (have planned some SFT but wound up testing this on them for Gemma 3 debugging first) but have recovered or gained some understanding in other ways.
Elm wasn't resonant anymore, they suggested Cascade among other things and that one seems to be more consistently so.
- Type
- gemma3
- License
- gemma
- Created
- Dec 22, 2025
- Updated
- Dec 22, 2025