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TaQuants/Tema_Q-X6-Thinking-TaQuants-GGUF overview

Tema Q X6 Thinking TaQuants image/jpg https://huggingface.co/TaQuants/Tema Q X6 Thinking TaQuants GGUF/resolve/main/agent.png The Repository https://github.com…

ggufTaQuantsuncensorednon-censoredunfilteredtext-generationbase_model:temaq-org/Tema_Q-X6-Thinkingbase_model:quantized:temaq-org/Tema_Q-X6-Thinkingendpoints_compatibleregion:usimatrixconversational

Runs locally from ~12.81 GB disk (16 GB VRAM class GPUs with llama.cpp / guIDE).

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Pipeline
text-generation
Author

Repository Files & Downloads

1 GGUF files detected
Direct downloads for local inference
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Tema_Q-X6-Thinking-TaIQ2_M.ggufGGUFGGUF12.81 GBDownload

Model Details

Model IDTaQuants/Tema_Q-X6-Thinking-TaQuants-GGUF
AuthorTaQuants
Pipelinetext-generation
License
Base modeltemaq-org/Tema_Q-X6-Thinking
Last modified2026-07-22T04:00:52.000Z

Model README

---

base_model:

  • temaq-org/Tema_Q-X6-Thinking

pipeline_tag: text-generation

tags:

  • TaQuants
  • uncensored
  • non-censored
  • unfiltered

---

Tema_Q-X6-Thinking TaQuants

!image/jpg

The Repository

Technical Report

The Tema_Q development team, team zenei, has developed a new importance matrix method called TaQuants (Tensor-aware Adaptive Quantization).

This model is a TaQuants version of temaq-org/Tema_Q-X6-Thinking created with TaQuants v3.0.

When combined with the Tema_Q Agent, it performs agent functions. This TaQuants model maintains performance equivalent to 4 bits without collapsing.

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