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Port the Llama and Qwen open weights
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@@ -1,3 +1,4 @@
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using AIStudio.Models;
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using AIStudio.Models.Registry;
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using AIStudio.Provider;
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using AIStudio.Tests.Models.Corpus;
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@@ -13,8 +14,9 @@ namespace AIStudio.Tests.Models;
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/// old answer wrong, and there they have to answer what was written down instead. Anything else is
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/// either a porting mistake or a decision somebody has to make on purpose and record.
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///
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/// The list below is what grows. A provider not on it is simply not compared yet: its models reach
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/// rules which have not been written, and holding them to anything would only say that.
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/// The two lists below are what grow. A provider not on either is simply not compared yet: its
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/// models reach rules which have not been written, and holding them to anything would only say
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/// that.
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/// </remarks>
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[TestFixture]
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public sealed class PortingDifferenceTests
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@@ -39,15 +41,51 @@ public sealed class PortingDifferenceTests
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LLMProviders.X,
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];
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/// <summary>
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/// The vendors whose models the rebuilt rules already answer for, whoever serves them.
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/// </summary>
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/// <remarks>
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/// Open weights are the reason this list exists next to the one above. They arrive through the
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/// gateways and the local engines, and none of those can be called ported until every vendor
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/// they carry is. The vendor is the unit the porting actually proceeds in: as soon as the Llama
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/// rules exist, every Llama of the corpus is compared, whichever gateway it came from.
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///
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/// It is also what finally holds the cloud vendors to their models on somebody else's gateway,
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/// which the provider list alone never reached: a Claude at GWDG and a DeepSeek distill at
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/// OpenRouter are compared here, not at Anthropic and not at DeepSeek.
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///
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/// Only vendors, never UNKNOWN: that is what a model nobody wrote a rule for answers with, and
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/// putting it here would compare everything against everything.
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///
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/// Mistral is the one ported vendor still missing. Its cloud writes a release date into every
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/// name and its rules are built on that, while the open weights are called
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/// "mistral-small-3.1-24b-instruct" and carry none -- so those names are still to be ported.
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/// </remarks>
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private static readonly IReadOnlyList<ModelVendor> VENDORS_ALREADY_PORTED =
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[
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ModelVendor.OPEN_AI,
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ModelVendor.ANTHROPIC,
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ModelVendor.GOOGLE,
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ModelVendor.ALIBABA,
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ModelVendor.DEEP_SEEK,
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ModelVendor.PERPLEXITY,
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ModelVendor.XAI,
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ModelVendor.META,
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];
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/// <summary>
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/// Who built the models of each family, by the name its rules name as their origin.
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/// </summary>
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private static readonly IReadOnlyDictionary<string, ModelVendor> VENDOR_OF_FAMILY = ModelRegistry.Shared.Families.ToDictionary(family => family.Name, family => family.Vendor, StringComparer.Ordinal);
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[Test]
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public void EveryPortedModelGetsExactlyTheAnswerItGetsToday()
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{
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var compared = PortedEntries().Where(entry => !IsKnownToBeWrong(entry)).ToList();
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var compared = ComparableEntries().Where(entry => !IsKnownToBeWrong(entry)).ToList();
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Assert.Multiple(() =>
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{
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Assert.That(compared, Is.Not.Empty, "Nothing was compared at all, which would make this test green for the wrong reason.");
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foreach (var entry in compared)
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{
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var today = CapabilitySnapshot.Describe(CapabilitySnapshot.AskTheCurrentRules(entry));
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@@ -61,7 +99,7 @@ public sealed class PortingDifferenceTests
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[Test]
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public void EveryPortedModelTheAuditFoundWrongIsNowAnsweredTheWayItShouldBe()
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{
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var ported = ExpectedChanges.ENTRIES.Where(change => PROVIDERS_ALREADY_PORTED.Contains(change.Provider)).ToList();
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var ported = ExpectedChanges.ENTRIES.Where(change => IsCompared(change.Provider, change.ModelId)).ToList();
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Assert.Multiple(() =>
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{
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@@ -85,17 +123,35 @@ public sealed class PortingDifferenceTests
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// profile, and where the old answer was empty too, the comparison is happy -- while the
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// model has in fact disappeared from the rules. This is the test which notices.
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//
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var named = PortedEntries().Where(entry => !string.IsNullOrWhiteSpace(entry.ModelId)).ToList();
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// Only the ported providers, and on purpose: a model is on the vendor list exactly because
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// a rule answered for it, so asking those the same question would answer itself.
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//
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var named = EntriesOfPortedProviders().Where(entry => !string.IsNullOrWhiteSpace(entry.ModelId)).ToList();
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Assert.Multiple(() =>
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{
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Assert.That(named, Is.Not.Empty, "Nothing was asked about at all, which would make this test green for the wrong reason.");
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foreach (var entry in named)
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Assert.That(ModelRegistry.Shared.Explain(entry.Provider, entry.ModelId).IsKnown, Is.True, $"No rule answers for {entry.Provider} \"{entry.ModelId}\".");
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});
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}
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[Test]
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public void NoModelOfTheCorpusIsClaimedByTwoRulesWithTheSameRight()
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{
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//
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// The whole corpus, ported or not: a tie needs two rules that both exist, so every name is
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// worth asking about as soon as anything answers for it. This is where a family which
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// repeats what another one already said shows up -- reading the rules alone cannot find
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// that, because the two patterns are written differently and only meet on a real name.
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//
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Assert.Multiple(() =>
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{
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foreach (var entry in ModelCorpus.ENTRIES)
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{
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var resolution = ModelRegistry.Shared.Explain(entry.Provider, entry.ModelId);
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Assert.That(resolution.IsKnown, Is.True, $"No rule answers for {entry.Provider} \"{entry.ModelId}\".");
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Assert.That(resolution.IsAmbiguous, Is.False, $"{entry.Provider} \"{entry.ModelId}\" is claimed by {resolution.Selector} and, just as strongly, by {string.Join(", ", resolution.TiedSelectors)}.");
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}
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});
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@@ -105,7 +161,33 @@ public sealed class PortingDifferenceTests
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/// Every corpus entry of a provider which has been ported, known-wrong ones included.
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/// </summary>
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/// <returns>The entries.</returns>
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private static IEnumerable<CorpusEntry> PortedEntries() => ModelCorpus.ENTRIES.Where(entry => PROVIDERS_ALREADY_PORTED.Contains(entry.Provider));
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private static IEnumerable<CorpusEntry> EntriesOfPortedProviders() => ModelCorpus.ENTRIES.Where(entry => PROVIDERS_ALREADY_PORTED.Contains(entry.Provider));
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/// <summary>
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/// Every corpus entry the rebuilt rules are already meant to answer for.
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/// </summary>
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/// <returns>The entries.</returns>
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private static IEnumerable<CorpusEntry> ComparableEntries() => ModelCorpus.ENTRIES.Where(entry => IsCompared(entry.Provider, entry.ModelId));
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/// <summary>
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/// Whether the rebuilt rules are held to what the old ones answer for this model.
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/// </summary>
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/// <param name="provider">Who serves the model.</param>
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/// <param name="modelId">The model ID as that provider reports it.</param>
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/// <returns>True, when the two answers have to agree.</returns>
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private static bool IsCompared(LLMProviders provider, string modelId) => PROVIDERS_ALREADY_PORTED.Contains(provider) || VENDORS_ALREADY_PORTED.Contains(VendorAnswering(provider, modelId));
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/// <summary>
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/// Whose rules answered for a model, as far as any did.
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/// </summary>
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/// <param name="provider">Who serves the model.</param>
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/// <param name="modelId">The model ID as that provider reports it.</param>
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/// <returns>The vendor of the family whose rule chose, or UNKNOWN when none did.</returns>
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private static ModelVendor VendorAnswering(LLMProviders provider, string modelId)
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{
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var selector = ModelRegistry.Shared.Explain(provider, modelId).Selector;
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return selector is null ? ModelVendor.UNKNOWN : VENDOR_OF_FAMILY.GetValueOrDefault(selector.Origin, ModelVendor.UNKNOWN);
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}
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/// <summary>
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/// Whether the audit found the current answer for this entry wrong.
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