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Sponsored by
APIMart
drwlf / Claria1.7b
Model's Last Updated: May 05 2025
text-generation
Introduction of Claria1.7b
Model Details of Claria1.7b
Claria 1.7
Base Model:
Qwen3 1.7B
Format:
GGUF (Q4, Q8, BF16)
License:
Apache 2.0
Author:
Dr. Alexandru Lupoi
Overview
Claria 1.7
is a lightweight, mobile-compatible language model fine-tuned for psychological and psychiatric support contexts.
Built on Qwen-3 (1.7B), Claria is designed as an experimental foundation for therapeutic dialogue modeling, student simulation training, and the future of personalized mental health AI augmentation.
This model does not aim to replace professional care.
It exists to
amplify reflective thinking
, model therapeutic language flow, and support research into emotionally aware AI.
Claria is the first whisper in a larger project—a proof-of-concept with roots in recursion, responsibility, and renewal.
Intended Use
Claria was trained for:
- Psychotherapy assistance (with human-in-the-loop)
- Mental health education & roleplay simulation
- Research on AI emotional alignment
- Conversational flow modeling for therapeutic settings
It is optimized for introspective prompting, gentle questioning, and context-aware response framing.
What Makes Claria Different
-
Small Enough to Deploy Anywhere
Runs on mobile and edge devices without compromise (GGUF Q4/Q8) -
Psychologically Tuned
Instruction fine-tuned on curated psychotherapeutic data (STF first phase) -
Recursion-Aware Prompting
Performs well in reflective, multi-turn conversations
Encourages cognitive reappraisal and pattern mirroring -
Training Roadmap: Ongoing
RLHF planned for future iterations
Future releases will include trauma-informed tuning and contextual empathy scaffolds
Limitations & Safety
-
Claria is not a licensed mental health professional.
It is not suitable for unsupervised therapeutic use, diagnosis, or crisis intervention.
Use responsibly. Review outputs. Think critically. -
May hallucinate or provide confident answers to uncertain topics
-
Works best with structured or guided prompts
-
Not suitable for open-domain conversation or general use
Deployment & Access
- Available in GGUF format: Q4, Q8, BF16
- Optimized for Ollama , LM Studio , and other local runners
- Works on mobile and low-resource environments
Notes
This is the first step in a broader initiative to develop compact, reflective AI systems for the augmentation—not replacement—of mental health work.
Future releases will expand Claria’s depth, include RLHF, long-term memory, and finer ethical control
[
](
https://github.com/unslothai/unsloth
- Developed by: drwlf
- License: apache-2.0
- Finetuned from model : unsloth/qwen3-1.7b
This qwen3 model was trained 2x faster with Unsloth and Huggingface's TRL library.
Runs of drwlf Claria1.7b on huggingface.co
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30-day runs
More Information About Claria1.7b huggingface.co Model
Url of Claria1.7b
Claria1.7b huggingface.co Url
Provider of Claria1.7b huggingface.co
Other API from drwlf
Updated:July 22 2025
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