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Tema_Q-X5-Thinking-TaQuants-GGUF
TaQuants/Tema_Q-X5-Thinking-TaQuants-GGUF
Tema_Q-X5-Thinking-TaQuants-GGUF is a text generation model from TaQuants. Use it when you need the model to write or continue text.
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.gguf23.6 GB · 100%
At a glance
- Task
- Text Generation
- Access
- Public
- Created
- Jul 9, 2026
- Updated
- Jul 9, 2026
- SHA
- c65206dc
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Base models
Model card
From the Hugging Face model README
Tema_Q-X5-Thinking TaQuants
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-X5-Thinking created with TaQuants v3.0.
For short-term generation, both the TaIQ2 and TaIQ3 models achieve higher accuracy than 3 bits. However, all models experience collapse during long-term text generation. Therefore, only 2 bits of GGUF are provided.
- Task
- Text Generation
- Created
- Jul 9, 2026
- Updated
- Jul 9, 2026