Claria1.7b-GGUF

Claria 1.7

Base Model: Qwen3 1.7B
Format: GGUF (Q4, Q8, BF16)
License: Apache 2.0
Author: Dr. Alexandru Lupoi

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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.

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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.

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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

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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

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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

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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 [<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](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.

<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>