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Qwen3.8 Flash Next GSQ RCO Abliterated GGUF

Qwen3.8 Flash Next GSQ RCO Abliterated GGUF by SC117, a image-text-to-text model with multimodal capabilities. Understand and compare multimodal features, benchmarks, and capabilities.

Comparison

FeatureQwen3.8 Flash Next GSQ RCO Abliterated GGUFInterfaze
Input Modalities

text, image, video

image, text, audio, video, document

Native OCRNoYes
Long Document ProcessingNoYes
Language Support

unknown

162+

Native Speech-to-TextNoYes
Native Object DetectionNoYes
Guardrail ControlsYesYes
Context Input Size

262.1K

1M

Tool CallingYes

Tool calling supported + built in browser, code execution and web search

Scaling

FeatureQwen3.8 Flash Next GSQ RCO Abliterated GGUFInterfaze
Scaling

Self-hosted/Provider-hosted with quantization

Unlimited

View model card on Hugging Face

llama-mtmd-cli -m IQ3_S/Qwen3.8-Flash-Next-GSQ-RCO-abliterated-IQ3_S-00001-of-00002.gguf
--mmproj mmproj-Qwen3.8-Flash-Next-BF16.gguf -lm mmap --lazy-mode on
--image photo.jpg -p "Describe this image."Speculative decoding with the MTP draft headllama-cli -m IQ3_S/Qwen3.8-Flash-Next-GSQ-RCO-abliterated-IQ3_S-00001-of-00002.gguf
-md mtp-Qwen3.8-Flash-Next-Q8_0.gguf --draft-max 4 -lm mmap --lazy-mode on -ngl 99-lm mmap --lazy-mode on keeps the n-gram table memory-mapped on disk: it is 28.8 GB and one row is read per token. Shard 1 wants to be resident (VRAM or RAM); shard 2 is fine on an SSD. The vision projector is a standard clip GGUF shared with the upstream tiers, 0.91 GB. Native context is 262,144 tokens and the KV cache grows with it, so start at -c 32768 and work up.

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