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Empero AI·Jul 9, 2026·v2·open source

Qwythos-9B

Qwythos-9B-v2-GGUF is a quantized collection of the Qwythos-9B-v2 multimodal model, optimized for GGUF runtimes like llama.cpp and Ollama. This version specifically addresses looping behaviors found in the base model using Final-Token Preference Optimization (FTPO) while restoring the native multi-token prediction (MTP) head for improved performance.

multimodaluncensoredreasoninggguf
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overview

Qwythos-9B-v2-GGUF is a quantized collection of the Qwythos-9B-v2 multimodal model, optimized for GGUF runtimes like llama.cpp and Ollama. This version specifically addresses looping behaviors found in the base model using Final-Token Preference Optimization (FTPO) while restoring the native multi-token prediction (MTP) head for improved performance.

key features
  • 01Looping/degeneration eliminated with 0% repetition rate
  • 02Restored native multi-token prediction (MTP) head for speculative decoding
  • 03Multimodal vision capabilities via Qwen3.5 architecture
  • 041M-token long-context window using YaRN
  • 05Intentionally uncensored reasoning model
  • 06Optimized for GGUF runtimes including llama.cpp, Ollama, and LM Studio
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