agentionai/Qwen3.8-Flash-Next-Gyro-GGUF
image-text-to-text model by agentionai
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Model card & documentation
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Qwen3.8-Flash-Next (125B MoE) on one GPU: 27.6 GiB for a 32 GB card, 35 GiB for 48 GB, 50 GiB for 64 GB. The best quality per GiB at every size we ship. Gyro-S fits a 32 GB card: 27.64 GiB of weights, 28.8 GiB at 64k context, up to 128k context. Coding on a 24 GB card: agentionai/Qwen3.8-Flash-Next-Gyro-Coder-GGUF. Abliterated Gyro-S and Gyro-M: agentionai/Qwen3.8-Flash-Next-Gyro-abliterated-Huihui-GGUF. The routed experts are stored in a rotated basis with our own rotor code (Agention Precision Rotor, APR). The TQ10 / TQ20 / TQ30 in the names is only a size class for the Hub (the experts use the trellis types TQK6/TQK7, TQ2T and TQP5-7). Upstream llama.cpp cannot load these files yet. They run in: Gyro vs EXL3. Same llama.cpp build (strix-llama.cpp with the EXL3 Vulkan PRs #201/#204), same Strix Halo box, same held-out and code KLD sets, no MTP; turboderp's Qwen3.8-Flash-Next-exl3 quants, GPU memory without…
Read the full model card ↗ · Preview checked 2026-10-31T10:33:20.710Z
Inside the original model card — Document outline
- Qwen3.8-Flash-Next Gyro — GGUF
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Model overview
agentionai/Qwen3.8-Flash-Next-Gyro-GGUF is a image-text-to-text model repository published by agentionai on Hugging Face. The source reports the gguf library.
This page summarizes Hub metadata. For intended use, training data, evaluation results and limitations, consult the original model card.
Model facts
- Task
- image-text-to-text
- Library
- gguf
- Recent downloads (30 days)
- 319,092
- Cumulative likes
- 138
- Hugging Face trending score
- 68
- Reported safetensors parameters
- Not reported
- Architecture
- Not reported
- License
- other
- Access
- Not gated by Hugging Face
- Created
- 2026-09-30T17:56:47.000Z
- Last modified
- 2026-10-25T22:09:56.000Z
Compatibility and lineage
Language coverage was not reported.
Reported base models: Qwen/Qwen3.8-Flash-Next
Parameter count is not a RAM/VRAM requirement. Check precision, quantization, context length and runtime compatibility in the model card; no hardware or API-cost claim is inferred here.
Use and evaluate
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No model weights are downloaded or executed by AltAPIs. Never enable remote model code without reviewing it.
Source and freshness
Source: Hugging Face Hub. Metadata observed 2026-10-27T06:46:19.176Z. Daily imports are snapshots, not real-time monitoring.
Popularity and source listings do not establish security, suitability, licensing rights or benchmark performance.