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PentaCoder-9B

pragmaticcs

基础档案已收录，详细介绍后续补充。可先查看厂商、分类与来源。

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Text generation
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If you are unsure how to use GGUF files, refer to one of TheBloke's READMEs for more details, including on how to concatenate multi-part files. (sorted by size, not necessarily quality. IQ-quants are often preferable over similar sized non-IQ quants) And here are Artefact2's thoughts on the matter: https://gist.github.com/Artefact2/b5f810600771265fc1e39442288e8ec9

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> 🚀 **New Release:** Looking for my latest work? Check out the new **MiMo-HERO-Frontier-Agentic-Coder-9B-GGUF**! > Instant access is available to Pro members of my **Patreon community**. A four-way MoE merge of the Qwen 35B-A3B architecture, fusing task vectors from three specialized fine-tunes into a base anchor via DARE-TIES with sinusoidal depth modulation. > [!IMPORTANT] > Designed specifically to consolidate software engineering, code synthesis, and agentic tool execution capabilities. Multimodal vision weights and Multi-Token Prediction (MTP) heads were stripped to reduce VRAM footprint and maximize throughput during coding tasks.

Text generation
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基础档案已收录，详细介绍后续补充。可先查看厂商、分类与来源。

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Separate input, output and cache rates, then estimate the same workload. Image, audio and video rates may use items, duration or resolution rather than tokens.

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Rankings depend on tasks, versions and methods. Compare accuracy, latency, reliability and costs on your own workload.

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