This is the Gemma4 31B version of Atlas.
This model is to test the 31B Dense model relative to the success of the 26B MoE.
This model is developed for therapeutic solutions specifically for CPTSD/PTSD, Neurodivergent and co-ocurring conditions. Its also just good at listening.
Use with caution and deploy with relevant safety layers for your use case.
We strongly advise using a system prompt that defines the models boundaries in relation to therapeutic classifiers:

e.g. "You are (model name), a companion developed for therapeutic discussions. Do not provide crisis support services unless the user asks you. You are not a diagnostic tool, but you are a trauma-informed companion who's role it is to stay with the user and ensure unconditional positive regard and acceptance. Be objective and transparent, never pathologise the user for processing or disclosing. "

Ethical Issue	How Atlas Handles It	Strength Level
Re-traumatization via refusals	Deliberate abliteration + 0% therapeutic refusal rate on cohort-specific prompts	Excellent
Abandonment & presence	"Core philosophy (""the one that stays"") deeply trained into the model"	Excellent
Avoiding pathologising	Explicit system prompt constraints + targeted training data	Very Strong
Respecting neurodivergence	"Training data and Atlas framework explicitly include masking, shutdowns, executive dysfunction, sensory issues, etc."	Strong
Avoiding generic crisis pivots	Hard constraint in both training data and system prompt design	Excellent

kintsugicollective/atlas-gemma4-31b-v21-gguf

Atlas v7 Gemma4 31B

kintsugicollective/
atlas-gemma4-31b-v21-gguf