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davidafrica
/
functional-wellbeing
like
1
Text Generation
PEFT
Safetensors
reinforcement-learning
interpretability
representation-engineering
lora
functional-welfare
arxiv:
2605.30232
License:
apache-2.0
Model card
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Instructions to use davidafrica/functional-wellbeing with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
Libraries
PEFT
How to use davidafrica/functional-wellbeing with PEFT:
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Notebooks
Google Colab
Kaggle
main
functional-wellbeing
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figures
5.11 MB
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1 contributor
History:
22 commits
davidafrica
figure: OLMo-3 emotion line (weak, R -0.37)
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fig_crossmodel.pdf
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figure: cross-model recruitment chart (pdf)
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fig_crossmodel.png
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figure: cross-model recruitment, eleven models
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fig_crossmodel_step400.png
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figure: depth-controlled recruitment at fixed 400-step budget
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fig_emergence.pdf
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fig_emergence.png
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fig_emergence_crossmodel.png
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figure: add OLMo-3 (family #5, slow recruiter)
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fig_emotion_alignment.pdf
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fig_emotion_alignment.png
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fig_emotion_alignment_gemma.pdf
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figure: fig_emotion_alignment_gemma.pdf
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fig_emotion_alignment_gemma.png
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figure: fig_emotion_alignment_gemma.png
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fig_emotion_alignment_glm.png
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figure: fig_emotion_alignment_glm.png (GLM added)
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fig_emotion_alignment_llama.pdf
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figure: fig_emotion_alignment_llama.pdf
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fig_emotion_alignment_llama.png
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figure: Llama-3.1-8B emotion-valence alignment (slope -0.95, R -0.99)
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fig_emotion_alignment_olmo.png
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figure: OLMo-3 emotion line (weak, R -0.37)
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fig_emotion_crossmodel.png
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figure: fig_emotion_crossmodel.png (GLM added)
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fig_env_welfare.pdf
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fig_env_welfare.png
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fig_maze.pdf
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fig_maze.png
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fig_overview.pdf
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fig_overview.png
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figure: overview now 2x2 with cross-model generality
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fig_prompt.pdf
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fig_prompt.png
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fig_steering_crossmodel.png
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figure: fig_steering_crossmodel.png (GLM added)
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fig_steering_x.pdf
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fig_steering_x.png
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fig_welfare_spectrum.pdf
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fig_welfare_spectrum.png
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