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base_model: unsloth/qwen3-14b |
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tags: |
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- text-generation-inference |
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- transformers |
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- unsloth |
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- qwen3 |
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- trl |
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- sft |
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license: apache-2.0 |
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language: |
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- en |
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--- |
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# Claria 14b |
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**Base Model:** Qwen3 1.7B |
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**Format:** GGUF (Q4, Q8, BF16) |
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**License:** Apache 2.0 |
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**Author:** Dr. Alexandru Lupoi |
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## Overview |
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**Claria 14b** is a lightweight, mobile-compatible language model fine-tuned for psychological and psychiatric support contexts. |
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Built on Qwen-3 (14b), Claria is designed as an experimental foundation for therapeutic dialogue modeling, student simulation training, and the future of personalized mental health AI augmentation. |
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This model does not aim to replace professional care. |
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It exists to **amplify reflective thinking**, model therapeutic language flow, and support research into emotionally aware AI. |
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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 |
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Claria was trained for: |
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- Psychotherapy assistance (with human-in-the-loop) |
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- Mental health education & roleplay simulation |
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- Research on AI emotional alignment |
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- Conversational flow modeling for therapeutic settings |
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It is optimized for introspective prompting, gentle questioning, and context-aware response framing. |
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--- |
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## What Makes Claria Different |
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- **Small Enough to Deploy Anywhere** |
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Runs on mobile and edge devices without compromise (GGUF Q4/Q8) |
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- **Psychologically Tuned** |
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Instruction fine-tuned on curated psychotherapeutic data (STF first phase) |
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- **Recursion-Aware Prompting** |
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Performs well in reflective, multi-turn conversations |
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Encourages cognitive reappraisal and pattern mirroring |
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- **Training Roadmap: Ongoing** |
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RLHF planned for future iterations |
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Future releases will include trauma-informed tuning and contextual empathy scaffolds |
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## Limitations & Safety |
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- **Claria is not a licensed mental health professional.** |
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It is not suitable for unsupervised therapeutic use, diagnosis, or crisis intervention. |
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Use responsibly. Review outputs. Think critically. |
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- May hallucinate or provide confident answers to uncertain topics |
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- Works best with structured or guided prompts |
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- Not suitable for open-domain conversation or general use |
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## Deployment & Access |
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- Available in GGUF format: Q4, Q8, BF16 |
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- Optimized for **Ollama**, **LM Studio**, and other local runners |
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- Works on mobile and low-resource environments |
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--- |
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## Notes |
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This is the first step in a broader initiative to develop compact, reflective AI systems for the augmentation—not replacement—of mental health work. |
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Future releases will expand Claria’s depth, include RLHF, long-term memory, and finer ethical control |
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[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth |
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- **Developed by:** drwlf |
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- **License:** apache-2.0 |
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- **Finetuned from model :** unsloth/qwen3-1.7b |
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This qwen3 model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library. |
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[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth) |
