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Port the Llama and Qwen open weights
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using static AIStudio.Provider.Capability;
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namespace AIStudio.Models.Alibaba;
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/// <summary>
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/// Qwen as everybody except Alibaba Cloud serves it: the open weights.
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/// </summary>
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/// <remarks>
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/// The counterpart to the Model Studio families next door, and the reason those are bound to their
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/// provider. Alibaba sells commercial models under the same family names, and for several of them
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/// it promises something else than the published checkpoint does. Nothing here is bound: these
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/// rules answer wherever the weights are run, which is every gateway and every engine somebody
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/// starts on their own machine.
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///
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/// The whole line calls functions, from Qwen 2.5 on, and the Coder checkpoints are built for
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/// exactly that. Thinking is not promised by the fallback: the older generations cannot do it, and
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/// which of the newer ones think by default differs per checkpoint, so those say it one by one.
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/// </remarks>
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public sealed class QwenFamily : ModelFamily
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{
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/// <inheritdoc />
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public override ModelVendor Vendor => ModelVendor.ALIBABA;
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/// <inheritdoc />
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public override ModelSource Source => new("https://huggingface.co/Qwen", new DateOnly(2026, 9, 11), "Ported unchanged from the Qwen block of ProviderExtensions.OpenSource.cs, which is the one answering everywhere but Alibaba Cloud.");
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/// <inheritdoc />
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protected override void Declare(ModelFamilyBuilder builder)
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{
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//
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// A substring, because the version grows straight out of the family name: there is no name
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// part "qwen" in "qwen2.5-72b-instruct". It is also the weakest thing a rule can be, which
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// is what lets every rule below beat it without anybody arranging an order.
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//
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builder.Rule("qwen").AsSubstring()
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.Capabilities(TEXT_INPUT | TEXT_OUTPUT | FUNCTION_CALLING)
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.Apis(CHAT_COMPLETION_API);
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// The VL checkpoints are the ones built to look at pictures:
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builder.Rule("qwen").AsSubstring().AlsoContains("vl").Inherits()
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.Capabilities(MULTIPLE_IMAGE_INPUT);
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// Qwen 3.5 sees, and thinks when the request asks it to:
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builder.Rule("qwen3.5").AsPrefix()
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.Capabilities(TEXT_INPUT | MULTIPLE_IMAGE_INPUT | TEXT_OUTPUT | FUNCTION_CALLING)
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.Apis(CHAT_COMPLETION_API)
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.Reasoning(ReasoningSupport.OPTIONAL);
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builder.Rule("qwen3.6").AsPrefix().Inherits()
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.Reasoning(ReasoningSupport.ON_BY_DEFAULT);
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//
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// The 3.8 tier without a size is the 27B checkpoint: that is what a rolling tag such as
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// "qwen3.8:latest" resolves to, so it is what the tier may promise.
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//
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builder.Rule("qwen3.8").AsPrefix().InheritsFrom("qwen3.6");
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// Flash-Next is the published checkpoint and Flash the production model; both watch videos:
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builder.Rule("qwen3.8-flash").AsPrefix().InheritsFrom("qwen3.8")
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.Capabilities(VIDEO_INPUT);
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//
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// Blablador writes the 27B checkpoint in two further ways, and no normalization turns
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// either into the canonical name: it separates the family from the version ("Qwen 3.8-27B
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// with DFlash on haicluster"), and its short alias drops the dot ("alias-qwen38-27b").
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//
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builder.Rule("qwen-3.8-27b").AsSegment().InheritsFrom("qwen3.8");
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builder.Rule("qwen38-27b").AsSegment().InheritsFrom("qwen3.8");
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// The big 3.8 checkpoint reads nothing but text, and it thinks whatever it is asked:
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builder.Rule("qwen3.8-2.4t-a95b").AsPrefix()
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.Capabilities(TEXT_INPUT | TEXT_OUTPUT | FUNCTION_CALLING)
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.Apis(CHAT_COMPLETION_API)
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.Reasoning(ReasoningSupport.ALWAYS);
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}
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}
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