Commit 74b104c9b for llama.cpp

commit 74b104c9ba5717116b7e65e0cd35397778653304
Author: Pascal <admin@serveurperso.com>
Date:   Mon Oct 26 14:18:29 2026 +0100

    common: pin model resolution on real HF repo layouts (#30548)

    * tests: pin model resolution on real repo listings

    Extend test-model-resolution with 63 repo listings captured verbatim
    from the HF API, chosen to cover every file naming pattern found across
    1237 GGUF repos of the major publishers and pruned to whole quant groups.
    Each repo pins its resolved plans and its cache listing.

    The expectations follow what each file really is per its GGUF header,
    not what the current resolver picks, so a mismatch is a resolution bug.
    Mismatches are collected and reported together before the test fails.

    * tests: leave the listing unchecked on paths the filesystem refuses

    Some real split names (DevQuasar's Model.Q2_K.gguf-00001-of-00012.gguf
    under a quant folder) exceed MAX_PATH once materialized in the temporary
    cache on Windows, so the listing of such a repo is skipped with a note
    while its plans stay checked.

    * tests: pin real listings to master on GGUF convention names only

    Replace the real repo table with 171 HF listings whose file names follow
    the GGUF naming convention (lowercase sidecar prefix, - delimited
    components, quant last), one per layout pattern found across 1174 GGUF
    repos and pruned to whole quant groups. Repos outside the convention are
    dropped. Each repo pins the plans and the cache listing master gives
    today, so the test is a pure harness: any change in resolution shows up
    here, and mismatches are reported together.

diff --git a/tests/test-model-resolution.cpp b/tests/test-model-resolution.cpp
index eb7b30936..705fd65fa 100644
--- a/tests/test-model-resolution.cpp
+++ b/tests/test-model-resolution.cpp
@@ -458,6 +458,2255 @@ static void test_shared_removal() {
     fs::remove_all(cache_dir / "models--test--alone");
 }

+//
+// real repo listings captured from the HF API: GGUF repos whose file names follow
+// the GGUF naming convention, one listing per layout pattern, each pinned to the
+// plans and the cache listing the resolver gives today, so any change in
+// resolution shows up here
+//
+
+// a file name, or with `parts` a shard prefix standing for the verbatim names
+// <prefix>-00001-of-0000n.gguf .. <prefix>-0000n-of-0000n.gguf
+struct real_file {
+    const char * name;
+    int          parts = 0;
+};
+
+struct real_plan {
+    const char * tag;     // the request is <repo>:<tag>, or <repo> when empty
+    const char * primary;
+    int          parts;   // number of model files, all splits of the primary
+    const char * mmproj;
+    const char * mtp;
+    const char * dflash;
+    const char * eagle3;
+    const char * dspark;
+};
+
+struct real_repo {
+    const char * id;
+    std::vector<real_file> files;
+    std::vector<real_plan> plans;
+    std::vector<std::string> listing; // the tags the cache listing reports
+};
+
+static const real_repo real_repos[] = {
+    {"0bserverx/Muse-Glimmer-30B-Heretic-Uncensored-GGUF",
+     {{"Muse-Glimmer-30B-Heretic-BF16.gguf"},
+      {"Muse-Glimmer-30B-Heretic-IQ4_XS.gguf"},
+      {"Muse-Glimmer-30B-Heretic-Q4_K_M.gguf"},
+      {"Muse-Glimmer-30B-Heretic-Q8_0.gguf"},
+      {"Muse-Glimmer-30B-Heretic-TQ2_0.gguf"}},
+     {
+      {"", "Muse-Glimmer-30B-Heretic-Q4_K_M.gguf", 1, "", "", "", "", ""},
+      {"Q4_K_M", "Muse-Glimmer-30B-Heretic-Q4_K_M.gguf", 1, "", "", "", "", ""},
+      {"Q8_0", "Muse-Glimmer-30B-Heretic-Q8_0.gguf", 1, "", "", "", "", ""},
+      {"BF16", "Muse-Glimmer-30B-Heretic-BF16.gguf", 1, "", "", "", "", ""},
+      {"TQ2_0", "Muse-Glimmer-30B-Heretic-TQ2_0.gguf", 1, "", "", "", "", ""}},
+     {"TQ2_0", "Q8_0", "Q4_K_M", "IQ4_XS", "BF16"}},
+
+    {"0bserverx/RVN-Qwen3.8-Flash-Next-Abliterated-Uncensored-GGUF",
+     {{"RVN-Qwen3.8-Flash-Next-IQ3_M", 8},
+      {"RVN-Qwen3.8-Flash-Next-Q4_0", 8},
+      {"RVN-Qwen3.8-Flash-Next-Q4_K_M", 8},
+      {"RVN-Qwen3.8-Flash-Next-Q6_K", 8}},
+     {
+      {"", "RVN-Qwen3.8-Flash-Next-Q4_K_M-00001-of-00008.gguf", 8, "", "", "", "", ""},
+      {"Q4_K_M", "RVN-Qwen3.8-Flash-Next-Q4_K_M-00001-of-00008.gguf", 8, "", "", "", "", ""},
+      {"IQ3_M", "RVN-Qwen3.8-Flash-Next-IQ3_M-00001-of-00008.gguf", 8, "", "", "", "", ""},
+      {"Q6_K", "RVN-Qwen3.8-Flash-Next-Q6_K-00001-of-00008.gguf", 8, "", "", "", "", ""}},
+     {"Q6_K", "Q4_K_M", "Q4_0", "IQ3_M"}},
+
+    {"0xSojalSec/Qwen3.8-Flash-Next-Uncensored-GSQ-RCO-12-GB-GPU",
+     {{"IQ2_XS/Qwen3.8-Flash-Next-GSQ-RCO-abliterated-IQ2_XS", 2},
+      {"IQ3_XXS/Qwen3.8-Flash-Next-GSQ-RCO-abliterated-IQ3_XXS", 2},
+      {"Q2_0/Qwen3.8-Flash-Next-GSQ-RCO-abliterated-Q2_0", 2},
+      {"mmproj-Qwen3.8-Flash-Next-BF16.gguf"},
+      {"mtp-Qwen3.8-Flash-Next-Q8_0.gguf"},
+      {"mtp-q2_0.gguf"}},
+     {
+      {"", "IQ2_XS/Qwen3.8-Flash-Next-GSQ-RCO-abliterated-IQ2_XS-00001-of-00002.gguf", 2, "mmproj-Qwen3.8-Flash-Next-BF16.gguf", "mtp-q2_0.gguf", "", "", ""},
+      {"Q8_0", "", 0, "", "mtp-Qwen3.8-Flash-Next-Q8_0.gguf", "", "", ""},
+      {"IQ2_XS", "IQ2_XS/Qwen3.8-Flash-Next-GSQ-RCO-abliterated-IQ2_XS-00001-of-00002.gguf", 2, "mmproj-Qwen3.8-Flash-Next-BF16.gguf", "mtp-q2_0.gguf", "", "", ""},
+      {"Q2_0", "Q2_0/Qwen3.8-Flash-Next-GSQ-RCO-abliterated-Q2_0-00001-of-00002.gguf", 2, "mmproj-Qwen3.8-Flash-Next-BF16.gguf", "mtp-q2_0.gguf", "", "", ""},
+      {"BF16", "", 0, "", "mtp-Qwen3.8-Flash-Next-Q8_0.gguf", "", "", ""}},
+     {"Q2_0", "IQ3_XXS", "IQ2_XS"}},
+
+    {"agentionai/Qwen3.8-Flash-Next-AP-GGUF",
+     {{"AP-IQ2_S/Qwen3.8-Flash-Next-AP-IQ2_S.gguf"},
+      {"AP-Q4_K_M/Qwen3.8-Flash-Next-AP-Q4_K_M.gguf"},
+      {"AP-Q5_K_XL/Qwen3.8-Flash-Next-AP-Q5_K_XL.gguf"},
+      {"mmproj-F16.gguf"}},
+     {
+      {"", "AP-Q4_K_M/Qwen3.8-Flash-Next-AP-Q4_K_M.gguf", 1, "mmproj-F16.gguf", "", "", "", ""},
+      {"Q4_K_M", "AP-Q4_K_M/Qwen3.8-Flash-Next-AP-Q4_K_M.gguf", 1, "mmproj-F16.gguf", "", "", "", ""},
+      {"IQ2_S", "AP-IQ2_S/Qwen3.8-Flash-Next-AP-IQ2_S.gguf", 1, "mmproj-F16.gguf", "", "", "", ""},
+      {"Q5_K_XL", "AP-Q5_K_XL/Qwen3.8-Flash-Next-AP-Q5_K_XL.gguf", 1, "mmproj-F16.gguf", "", "", "", ""},
+      {"F16", "", 0, "", "", "", "", ""}},
+     {"Q5_K_XL", "Q4_K_M", "IQ2_S"}},
+
+    {"agentionai/Signal-3.8-27B-GGUF",
+     {{"AP-IQ3_S/Signal-3.8-27B-AP-IQ3_S.gguf"},
+      {"AP-Q4_K_M/Signal-3.8-27B-AP-Q4_K_M.gguf"},
+      {"Q8_0/Signal-3.8-27B-Q8_0.gguf"},
+      {"mmproj-BF16.gguf"}},
+     {
+      {"", "AP-Q4_K_M/Signal-3.8-27B-AP-Q4_K_M.gguf", 1, "mmproj-BF16.gguf", "", "", "", ""},
+      {"Q4_K_M", "AP-Q4_K_M/Signal-3.8-27B-AP-Q4_K_M.gguf", 1, "mmproj-BF16.gguf", "", "", "", ""},
+      {"Q8_0", "Q8_0/Signal-3.8-27B-Q8_0.gguf", 1, "mmproj-BF16.gguf", "", "", "", ""},
+      {"IQ3_S", "AP-IQ3_S/Signal-3.8-27B-AP-IQ3_S.gguf", 1, "mmproj-BF16.gguf", "", "", "", ""},
+      {"BF16", "", 0, "", "", "", "", ""}},
+     {"Q8_0", "Q4_K_M", "IQ3_S"}},
+
+    {"agentionai/Signal-3.8-Flash-Next-GGUF",
+     {{"AP-IQ4_XS/Signal-3.8-Flash-Next-AP-IQ4_XS.gguf"},
+      {"AP-Q4_K_XL/Signal-3.8-Flash-Next-AP-Q4_K_XL.gguf"},
+      {"Q8_0/Signal-3.8-Flash-Next-Q8_0.gguf"},
+      {"mmproj-F16.gguf"}},
+     {
+      {"", "Q8_0/Signal-3.8-Flash-Next-Q8_0.gguf", 1, "mmproj-F16.gguf", "", "", "", ""},
+      {"Q8_0", "Q8_0/Signal-3.8-Flash-Next-Q8_0.gguf", 1, "mmproj-F16.gguf", "", "", "", ""},
+      {"IQ4_XS", "AP-IQ4_XS/Signal-3.8-Flash-Next-AP-IQ4_XS.gguf", 1, "mmproj-F16.gguf", "", "", "", ""},
+      {"F16", "", 0, "", "", "", "", ""}},
+     {"Q8_0", "Q4_K_XL", "IQ4_XS"}},
+
+    {"ajgazin/Swift-1.5-Qwen3.8-27B-Uncensored-Dynamic-MTP-GGUF",
+     {{"RCO/Swift-1.5-Qwen3.8-27B-Uncensored-Dynamic-MTP-RCO-IQ2_S.gguf"},
+      {"Swift-1.5-Qwen3.8-27B-Uncensored-Dynamic-MTP-UD-Q3_K_XL.gguf"},
+      {"Swift-1.5-Qwen3.8-27B-Uncensored-MTP-BF16.gguf"},
+      {"mmproj-BF16.gguf"}},
+     {
+      {"", "RCO/Swift-1.5-Qwen3.8-27B-Uncensored-Dynamic-MTP-RCO-IQ2_S.gguf", 1, "mmproj-BF16.gguf", "", "", "", ""},
+      {"IQ2_S", "RCO/Swift-1.5-Qwen3.8-27B-Uncensored-Dynamic-MTP-RCO-IQ2_S.gguf", 1, "mmproj-BF16.gguf", "", "", "", ""},
+      {"BF16", "Swift-1.5-Qwen3.8-27B-Uncensored-MTP-BF16.gguf", 1, "mmproj-BF16.gguf", "", "", "", ""}},
+     {"BF16", "Q3_K_XL", "IQ2_S"}},
+
+    {"ajgazin/Swift-Qwen3.8-27B-Uncensored-Dynamic-MTP-GGUF",
+     {{"Swift-Qwen3.8-27B-Uncensored-Dynamic-MTP-UD-IQ3_S.gguf"},
+      {"Swift-Qwen3.8-27B-Uncensored-Dynamic-MTP-UD-Q4_K_XL.gguf"},
+      {"Swift-Qwen3.8-27B-Uncensored-MTP-BF16.gguf"},
+      {"mmproj-BF16.gguf"}},
+     {
+      {"", "Swift-Qwen3.8-27B-Uncensored-Dynamic-MTP-UD-IQ3_S.gguf", 1, "mmproj-BF16.gguf", "", "", "", ""},
+      {"UD-IQ3_S", "Swift-Qwen3.8-27B-Uncensored-Dynamic-MTP-UD-IQ3_S.gguf", 1, "mmproj-BF16.gguf", "", "", "", ""},
+      {"BF16", "Swift-Qwen3.8-27B-Uncensored-MTP-BF16.gguf", 1, "mmproj-BF16.gguf", "", "", "", ""}},
+     {"BF16", "Q4_K_XL", "IQ3_S"}},
+
+    {"AliceThirty/GLM-5.3-Flash-UNCENSORED-GGUF",
+     {{"GLM-5.3-Flash-UNCENSORED-FP8-mmproj-bf16.gguf"},
+      {"UD-Q3_K_XL/GLM-5.3-Flash-UNCENSORED-FP8-UD-Q3_K_XL", 4},
+      {"UD-Q5_K_XL/GLM-5.3-Flash-UNCENSORED-FP8-UD-Q5_K_XL", 5}},
+     {
+      {"", "UD-Q3_K_XL/GLM-5.3-Flash-UNCENSORED-FP8-UD-Q3_K_XL-00001-of-00004.gguf", 4, "GLM-5.3-Flash-UNCENSORED-FP8-mmproj-bf16.gguf", "", "", "", ""},
+      {"BF16", "", 0, "", "", "", "", ""},
+      {"UD-Q5_K_XL", "UD-Q5_K_XL/GLM-5.3-Flash-UNCENSORED-FP8-UD-Q5_K_XL-00001-of-00005.gguf", 5, "GLM-5.3-Flash-UNCENSORED-FP8-mmproj-bf16.gguf", "", "", "", ""}},
+     {"Q5_K_XL", "Q3_K_XL"}},
+
+    {"antirez/glm-5.3-gguf",
+     {{"GLM-5.3-UD-IQ2_XXS_RoutedIQ2XXS_blk78Q2K.gguf"}},
+     {
+      {"", "GLM-5.3-UD-IQ2_XXS_RoutedIQ2XXS_blk78Q2K.gguf", 1, "", "", "", "", ""},
+      {"UD-IQ2_XXS_ROUTEDIQ2XXS_BLK78Q2K", "GLM-5.3-UD-IQ2_XXS_RoutedIQ2XXS_blk78Q2K.gguf", 1, "", "", "", "", ""}},
+     {"IQ2_XXS_ROUTEDIQ2XXS_BLK78Q2K"}},
+
+    {"AtomicChat/Qwen-Image-2.1-Turbo-GGUF",
+     {{"Qwen-Image-2.1-Turbo-AD-Q2_K.gguf"},
+      {"Qwen-Image-2.1-Turbo-AD-Q5_K.gguf"},
+      {"Qwen-Image-2.1-Turbo-Q8_0.gguf"}},
+     {
+      {"", "Qwen-Image-2.1-Turbo-Q8_0.gguf", 1, "", "", "", "", ""},
+      {"Q8_0", "Qwen-Image-2.1-Turbo-Q8_0.gguf", 1, "", "", "", "", ""},
+      {"Q2_K", "Qwen-Image-2.1-Turbo-AD-Q2_K.gguf", 1, "", "", "", "", ""}},
+     {"Q8_0", "Q5_K", "Q2_K"}},
+
+    {"AtomicChat/Qwen-Image-2.1-Turbo-Uncensored-GGUF",
+     {{"Qwen-Image-2.1-Turbo-Uncensored-AD-Q2_K.gguf"},
+      {"Qwen-Image-2.1-Turbo-Uncensored-AD-Q5_K.gguf"},
+      {"Qwen-Image-2.1-Turbo-Uncensored-Q8_0.gguf"},
+      {"mmproj-Qwen-Image-2.1-Turbo-Uncensored-BF16.gguf"},
+      {"mmproj-Qwen-Image-2.1-Turbo-Uncensored-F16.gguf"}},
+     {
+      {"", "Qwen-Image-2.1-Turbo-Uncensored-Q8_0.gguf", 1, "mmproj-Qwen-Image-2.1-Turbo-Uncensored-BF16.gguf", "", "", "", ""},
+      {"Q8_0", "Qwen-Image-2.1-Turbo-Uncensored-Q8_0.gguf", 1, "mmproj-Qwen-Image-2.1-Turbo-Uncensored-BF16.gguf", "", "", "", ""},
+      {"Q2_K", "Qwen-Image-2.1-Turbo-Uncensored-AD-Q2_K.gguf", 1, "mmproj-Qwen-Image-2.1-Turbo-Uncensored-BF16.gguf", "", "", "", ""},
+      {"BF16", "", 0, "", "", "", "", ""}},
+     {"Q8_0", "Q5_K", "Q2_K"}},
+
+    {"audio-cpp/Audio-Flamingo-GGUF",
+     {{"audio-flamingo-3-bf16.gguf"},
+      {"audio-flamingo-3-q4_k.gguf"},
+      {"audio-flamingo-3-q8_0.gguf"},
+      {"audio-flamingo-next-bf16.gguf"},
+      {"audio-flamingo-next-q4_k.gguf"},
+      {"audio-flamingo-next-q8_0.gguf"}},
+     {
+      {"", "audio-flamingo-3-q8_0.gguf", 1, "", "", "", "", ""},
+      {"Q8_0", "audio-flamingo-3-q8_0.gguf", 1, "", "", "", "", ""},
+      {"BF16", "audio-flamingo-3-bf16.gguf", 1, "", "", "", "", ""}},
+     {"Q8_0", "Q4_K", "BF16"}},
+
+    {"bartowski/DeepSeek-Coder-V2-Lite-Instruct-GGUF",
+     {{"DeepSeek-Coder-V2-Lite-Instruct-IQ2_M.gguf"},
+      {"DeepSeek-Coder-V2-Lite-Instruct-Q4_K_L.gguf"},
+      {"DeepSeek-Coder-V2-Lite-Instruct-Q4_K_M.gguf"},
+      {"DeepSeek-Coder-V2-Lite-Instruct-Q8_0.gguf"},
+      {"DeepSeek-Coder-V2-Lite-Instruct-f32.gguf/DeepSeek-Coder-V2-Lite-Instruct-f32", 2}},
+     {
+      {"", "DeepSeek-Coder-V2-Lite-Instruct-Q4_K_M.gguf", 1, "", "", "", "", ""},
+      {"Q4_K_M", "DeepSeek-Coder-V2-Lite-Instruct-Q4_K_M.gguf", 1, "", "", "", "", ""},
+      {"Q8_0", "DeepSeek-Coder-V2-Lite-Instruct-Q8_0.gguf", 1, "", "", "", "", ""},
+      {"IQ2_M", "DeepSeek-Coder-V2-Lite-Instruct-IQ2_M.gguf", 1, "", "", "", "", ""},
+      {"F32", "DeepSeek-Coder-V2-Lite-Instruct-f32.gguf/DeepSeek-Coder-V2-Lite-Instruct-f32-00001-of-00002.gguf", 2, "", "", "", "", ""}},
+     {"F32", "Q8_0", "Q4_K_M", "Q4_K_L", "IQ2_M"}},
+
+    {"bartowski/DeepSeek-R1-Distill-Qwen-14B-GGUF",
+     {{"DeepSeek-R1-Distill-Qwen-14B-IQ2_M.gguf"},
+      {"DeepSeek-R1-Distill-Qwen-14B-Q4_0.gguf"},
+      {"DeepSeek-R1-Distill-Qwen-14B-Q4_K_M.gguf"},
+      {"DeepSeek-R1-Distill-Qwen-14B-Q8_0.gguf"},
+      {"DeepSeek-R1-Distill-Qwen-14B-f32/DeepSeek-R1-Distill-Qwen-14B-f32", 2}},
+     {
+      {"", "DeepSeek-R1-Distill-Qwen-14B-Q4_K_M.gguf", 1, "", "", "", "", ""},
+      {"Q4_K_M", "DeepSeek-R1-Distill-Qwen-14B-Q4_K_M.gguf", 1, "", "", "", "", ""},
+      {"Q8_0", "DeepSeek-R1-Distill-Qwen-14B-Q8_0.gguf", 1, "", "", "", "", ""},
+      {"IQ2_M", "DeepSeek-R1-Distill-Qwen-14B-IQ2_M.gguf", 1, "", "", "", "", ""},
+      {"F32", "DeepSeek-R1-Distill-Qwen-14B-f32/DeepSeek-R1-Distill-Qwen-14B-f32-00001-of-00002.gguf", 2, "", "", "", "", ""}},
+     {"F32", "Q8_0", "Q4_K_M", "Q4_0", "IQ2_M"}},
+
+    {"bartowski/Qwen2.5-72B-Instruct-GGUF",
+     {{"Qwen2.5-72B-Instruct-IQ1_M.gguf"},
+      {"Qwen2.5-72B-Instruct-Q3_K_L.gguf"},
+      {"Qwen2.5-72B-Instruct-Q4_K_M.gguf"},
+      {"Qwen2.5-72B-Instruct-Q8_0/Qwen2.5-72B-Instruct-Q8_0", 2}},
+     {
+      {"", "Qwen2.5-72B-Instruct-Q4_K_M.gguf", 1, "", "", "", "", ""},
+      {"Q4_K_M", "Qwen2.5-72B-Instruct-Q4_K_M.gguf", 1, "", "", "", "", ""},
+      {"Q8_0", "Qwen2.5-72B-Instruct-Q8_0/Qwen2.5-72B-Instruct-Q8_0-00001-of-00002.gguf", 2, "", "", "", "", ""},
+      {"IQ1_M", "Qwen2.5-72B-Instruct-IQ1_M.gguf", 1, "", "", "", "", ""}},
+     {"Q8_0", "Q4_K_M", "Q3_K_L", "IQ1_M"}},
+
+    {"batiai/gemma-4-E2B-it-GGUF",
+     {{"google-gemma-4-E2B-it-Q4_K_M.gguf"},
+      {"google-gemma-4-E2B-it-Q6_K.gguf"},
+      {"mmproj-BF16.gguf"}},
+     {
+      {"", "google-gemma-4-E2B-it-Q4_K_M.gguf", 1, "mmproj-BF16.gguf", "", "", "", ""},
+      {"Q4_K_M", "google-gemma-4-E2B-it-Q4_K_M.gguf", 1, "mmproj-BF16.gguf", "", "", "", ""},
+      {"Q6_K", "google-gemma-4-E2B-it-Q6_K.gguf", 1, "mmproj-BF16.gguf", "", "", "", ""},
+      {"BF16", "", 0, "", "", "", "", ""}},
+     {"Q6_K", "Q4_K_M"}},
+
+    {"batiai/Qwen3.6-27B-GGUF",
+     {{"Qwen-Qwen3.6-27B-IQ3_XXS.gguf"},
+      {"Qwen-Qwen3.6-27B-Q3_K_M.gguf"},
+      {"Qwen-Qwen3.6-27B-Q4_K_M.gguf"},
+      {"Qwen-Qwen3.6-27B-Q6_K.gguf"},
+      {"mmproj-Qwen-Qwen3.6-27B-BF16.gguf"},
+      {"mmproj-Qwen-Qwen3.6-27B-Q6_K.gguf"}},
+     {
+      {"", "Qwen-Qwen3.6-27B-Q4_K_M.gguf", 1, "mmproj-Qwen-Qwen3.6-27B-Q6_K.gguf", "", "", "", ""},
+      {"Q4_K_M", "Qwen-Qwen3.6-27B-Q4_K_M.gguf", 1, "mmproj-Qwen-Qwen3.6-27B-Q6_K.gguf", "", "", "", ""},
+      {"IQ3_XXS", "Qwen-Qwen3.6-27B-IQ3_XXS.gguf", 1, "mmproj-Qwen-Qwen3.6-27B-Q6_K.gguf", "", "", "", ""},
+      {"Q6_K", "Qwen-Qwen3.6-27B-Q6_K.gguf", 1, "mmproj-Qwen-Qwen3.6-27B-Q6_K.gguf", "", "", "", ""},
+      {"BF16", "", 0, "", "", "", "", ""}},
+     {"Q6_K", "Q4_K_M", "Q3_K_M", "IQ3_XXS"}},
+
+    {"BattleGhost/Qwen3.8-Flash-Next-UNCENSORED-IQ2_XXS-GGUF",
+     {{"Qwen3.8-Flash-Next-UNCENSORED-IQ2_XXS.gguf"}},
+     {
+      {"", "Qwen3.8-Flash-Next-UNCENSORED-IQ2_XXS.gguf", 1, "", "", "", "", ""},
+      {"IQ2_XXS", "Qwen3.8-Flash-Next-UNCENSORED-IQ2_XXS.gguf", 1, "", "", "", "", ""}},
+     {"IQ2_XXS"}},
+
+    {"befox/WAN2.2-14B-Rapid-AllInOne-GGUF",
+     {{"Mega-v1/wan2.2-rapid-mega-aio-nsfw-v1-Q2_K.gguf"},
+      {"Mega-v1/wan2.2-rapid-mega-aio-nsfw-v1-Q8_0.gguf"},
+      {"Mega-v1/wan2.2-rapid-mega-aio-v1-Q2_K.gguf"},
+      {"Mega-v1/wan2.2-rapid-mega-aio-v1-Q8_0.gguf"},
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+     {{"ACE-Step1.5-GGUF/xl-sft-q8dit/ace-step-1.5-xl-sft-q8dit.gguf"},
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+      {"Qwen3.8-27B-Uncensored-OrcaRouter-Q5_K_M.gguf"},
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+     {{"OpenAI-20B-NEO-CODE-DI-Uncensored-Q5_1.gguf"},
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+      {"OpenAI-20B-NEO-HRR-DI-Uncensored-Q8_0.gguf"},
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+      {"OpenAI-20B-NEOPlus-Uncensored-IQ4_NL.gguf"},
+      {"OpenAI-20B-NEOPlus-Uncensored-Q5_1.gguf"},
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+      {"Qwen3.5-9B-The-Defiant-Fable-Uncnr-Heretic-NEO-MAX-Q8_0.gguf"},
+      {"Qwen3.5-9B-The-Defiant-Fable-Uncnr-Heretic-plusIQ-NEO-MAX-MTP-Q8_0.gguf"},
+      {"Qwen3.5-9B-The-Defiant-Fable-Uncnr-Heretic-plusIQ-NEO-MAX-MTP-bf16.gguf"},
+      {"Qwen3.5-9B-The-Defiant-Fable-Uncnr-Heretic-plusIQ-TOOLS-NEO-MAX-MTP-Q8_0.gguf"},
+      {"mmproj-BF16.gguf"},
+      {"mmproj-F16.gguf"},
+      {"mmproj-F32.gguf"}},
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+     {"Q8_0", "BF16", "Q4_K_S", "Q4_K_M", "IQ2_M"}},
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+    {"DavidAU/Qwen3.6-27B-Heretic-Uncensored-FINETUNE-NEO-CODE-Di-IMatrix-MAX-GGUF",
+     {{"Qwen3.6-27B-NEO-CODE-HERE-2T-OT-HIGH-Q8_0.gguf"},
+      {"Qwen3.6-27B-NEO-CODE-HERE-2T-OT-Q4_K_M.gguf"},
+      {"Qwen3.6-27B-NEO-CODE-HERE-2T-OT-Q6_K.gguf"},
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+      {"mmproj-F32.gguf"}},
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+      {"BF16", "", 0, "", "", "", "", ""}},
+     {"Q6_K", "Q4_K_M", "Q8_0"}},
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+    {"dcostenco/smollm2-360m-aac-watch",
+     {{"smollm2-360m-aac-q3ks.gguf"}},
+     {
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+      {"Q3KS", "smollm2-360m-aac-q3ks.gguf", 1, "", "", "", "", ""}},
+     {"Q3KS"}},
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+    {"DeepBeepMeep/LTX-2",
+     {{"ltx-2.3-22b-distilled-Q4_K_M_light.gguf"},
+      {"ltx-2.3-22b-distilled-Q6_K_light.gguf"},
+      {"ltx-2.3-22b-distilled-Q8_0_light.gguf"}},
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+      {"Q4_K_M_LIGHT", "ltx-2.3-22b-distilled-Q4_K_M_light.gguf", 1, "", "", "", "", ""},
+      {"Q8_0_LIGHT", "ltx-2.3-22b-distilled-Q8_0_light.gguf", 1, "", "", "", "", ""}},
+     {"Q8_0_LIGHT", "Q6_K_LIGHT", "Q4_K_M_LIGHT"}},
+
+    {"defog/sqlcoder-7b-2",
+     {{"sqlcoder-7b-q5_k_m.gguf"}},
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+     {"Q5_K_M"}},
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+    {"dgflash/FLUX.1-dev-4bit-gguf",
+     {{"flux1-dev-Q4_K_S.gguf"}},
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+    {"empero-ai/Qwythos-27B-v1-GGUF",
+     {{"Qwythos-27B-BF16.gguf"},
+      {"Qwythos-27B-MTP-BF16.gguf"},
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+      {"Qwythos-27B-MTP-Q5_K_M.gguf"},
+      {"Qwythos-27B-MTP-Q8_0.gguf"},
+      {"Qwythos-27B-Q4_K_M.gguf"},
+      {"Qwythos-27B-Q5_K_M.gguf"},
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+    {"empero-ai/Qwythos-9B-v2-GGUF",
+     {{"Qwythos-9B-v2-BF16.gguf"},
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+      {"Qwythos-9B-v2-MTP-Q4_K_M.gguf"},
+      {"Qwythos-9B-v2-MTP-Q5_K_M.gguf"},
+      {"Qwythos-9B-v2-MTP-Q8_0.gguf"},
+      {"Qwythos-9B-v2-Q4_K_M.gguf"},
+      {"Qwythos-9B-v2-Q5_K_M.gguf"},
+      {"Qwythos-9B-v2-Q8_0.gguf"},
+      {"mmproj-Qwythos-9B-v2-BF16.gguf"}},
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+     {"Q8_0", "Q5_K_M", "Q4_K_M", "BF16"}},
+
+    {"FINAL-Bench/POCKET-35B-GGUF",
+     {{"POCKET-35B-IQ1_M.gguf"},
+      {"POCKET-35B-Q3_K_M.gguf"},
+      {"POCKET-35B-Q4_K_M.gguf"}},
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+     {"Q4_K_M", "Q3_K_M", "IQ1_M"}},
+
+    {"FINAL-Bench/POCKET-Darwin-180B-GGUF",
+     {{"POCKET-Darwin-180B-UD-Q4_K_XL", 4}},
+     {
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+     {"Q4_K_XL"}},
+
+    {"FunAudioLLM/Fun-ASR-Nano-2512-GGUF",
+     {{"fun-asr-nano-2512-f16.gguf"},
+      {"fun-asr-nano-2512-q8_0.gguf"}},
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+
+    {"GCSA-AiLab/GLM-5.3-Flash-Uncensored-RCO-GSQ-GGUF",
+     {{"Q4/GLM-5.3-Flash-Uncensored-GSQ-RCO-Q4.gguf"},
+      {"Q8/GLM-5.3-Flash-Uncensored-Q8_0.gguf"}},
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+     {"Q8_0", "Q4"}},
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+    {"ggml-org/embeddinggemma-2-GGUF",
+     {{"embeddinggemma-2-BF16.gguf"},
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+    {"ggml-org/gemma-3-4b-it-GGUF",
+     {{"gemma-3-4b-it-Q4_K_M.gguf"},
+      {"gemma-3-4b-it-Q8_0.gguf"},
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+    {"ggml-org/gemma-4-12B-it-GGUF",
+     {{"gemma-4-12B-it-BF16.gguf"},
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+     {"Q8_0", "Q4_0", "BF16"}},
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+    {"ggml-org/gemma-4-26B-A4B-it-GGUF",
+     {{"dflash-gemma-4-26B-A4B-it-BF16.gguf"},
+      {"dflash-gemma-4-26B-A4B-it-Q8_0.gguf"},
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+      {"mtp-gemma-4-26B-A4B-it-Q4_0.gguf"},
+      {"mtp-gemma-4-26B-A4B-it-Q8_0.gguf"}},
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+     {"Q8_0", "Q4_0", "BF16"}},
+
+    {"ggml-org/gemma-4-E2B-it-GGUF",
+     {{"gemma-4-E2B-it-BF16.gguf"},
+      {"gemma-4-E2B-it-Q4_0.gguf"},
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+      {"mtp-gemma-4-E2B-it-Q8_0.gguf"}},
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+     {"Q8_0", "Q4_0", "BF16"}},
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+    {"ggml-org/GLM-4.7-Flash-GGUF",
+     {{"GLM-4.7-Flash-Q4_K.gguf"},
+      {"GLM-4.7-Flash-Q8_0.gguf"}},
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+     {"Q8_0", "Q4_K"}},
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+    {"ggml-org/GLM-OCR-GGUF",
+     {{"GLM-OCR-Q8_0.gguf"},
+      {"GLM-OCR-f16.gguf"},
+      {"mmproj-GLM-OCR-Q8_0.gguf"}},
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+     {"F16", "Q8_0"}},
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+    {"ggml-org/gpt-oss-120b-GGUF",
+     {{"eagle3-gpt-oss-120b-BF16.gguf"},
+      {"eagle3-gpt-oss-120b-Q8_0.gguf"},
+      {"gpt-oss-120b-MXFP4.gguf"}},
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+     {"MXFP4"}},
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+    {"ggml-org/MiMo-V2.6-Distill-Qwen-9B-GGUF",
+     {{"MiMo-V2.6-Distill-Qwen-9B-Q8_0.gguf"},
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+     {"Q8_0"}},
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+    {"ggml-org/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-GGUF",
+     {{"NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16.gguf"},
+      {"NVIDIA-Nemotron-3.5-Lightning-30B-A3B-Q4_0.gguf"},
+      {"NVIDIA-Nemotron-3.5-Lightning-30B-A3B-Q8_0.gguf"},
+      {"mtp-NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16.gguf"},
+      {"mtp-NVIDIA-Nemotron-3.5-Lightning-30B-A3B-Q4_0.gguf"},
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+     {"Q8_0", "Q4_0", "BF16"}},
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+    {"ggml-org/Qwen2.5-Omni-3B-GGUF",
+     {{"Qwen2.5-Omni-3B-Q4_K_M.gguf"},
+      {"Qwen2.5-Omni-3B-Q8_0.gguf"},
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+     {"F16", "Q8_0", "Q4_K_M"}},
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+    {"ggml-org/Qwen2.5-VL-32B-Instruct-GGUF",
+     {{"Qwen2.5-VL-32B-Instruct-Q4_K_M.gguf"},
+      {"Qwen2.5-VL-32B-Instruct-Q8_0.gguf"},
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+    {"ggml-org/test-model-stories260K",
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+     {{"MiniCPM5-1B-Claude-Opus-Fable5-V2-Thinking-F16.gguf"},
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+    {"Hikari07jp/Ternary-Bonsai-27B-Abliterated-LowDeg-GGUF",
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+     {"Q8_0", "Q5_K_M", "Q4_K_M", "Q2_K"}},
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+      {"draft/qwen38-27b-mtp-Q8_0.gguf"},
+      {"qwen38-27b-Q4_K_M.gguf"},
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+    {"realrebelai/MiniMax-H3_GGUFs",
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+     {{"gemma-4-26B-A4B-it-qat-heretic-UD-Q4_K_XL.gguf"},
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+    {"SC117/Swift-1.5-Qwen3.8-Flash-Next-GSQ-RCO-abliterated-GGUF",
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+    {"scragnog/MOSS-Music-8B-Instruct-GGUF",
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+     {{"mmproj-BF16.gguf"},
+      {"speculative/GLM-5.3-Flash-DFlash2-bf16.gguf"}},
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+    {"superwhisper/s1-mini-GGUF",
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+    {"tencent/Hy-MT2-7B-GGUF",
+     {{"HY-MT2-7B-Q6_K.gguf"},
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+     {{"gemma-4-26B-A4B-it-uncensored-Q4_K_M.gguf"},
+      {"gemma-4-26B-A4B-it-uncensored-Q8_0.gguf"}},
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+    {"ukisai/Swift-1.5-Qwen3.8-Flash-Next-GGUF",
+     {{"IQ1_M/Swift-1.5-Qwen3.8-Flash-Next-IQ1_M", 2},
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+     {"Q8_0", "Q4_K_M", "Q3_K_L", "IQ1_M"}},
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+    {"unsloth/DeepSeek-R1-Distill-Qwen-32B-GGUF",
+     {{"DeepSeek-R1-Distill-Qwen-32B-F16/DeepSeek-R1-Distill-Qwen-32B-F16", 2},
+      {"DeepSeek-R1-Distill-Qwen-32B-Q4_K_M.gguf"},
+      {"DeepSeek-R1-Distill-Qwen-32B-Q8_0.gguf"}},
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+    {"unsloth/DeepSeek-V4-Flash-0731-GGUF",
+     {{"UD-IQ1_M/DeepSeek-V4-Flash-0731-UD-IQ1_M", 3},
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+      {"UD-Q8_K_XL/DeepSeek-V4-Flash-0731-UD-Q8_K_XL", 5},
+      {"dspark-DeepSeek-V4-Flash-0731-Q8_0.gguf"},
+      {"dspark/dspark-DeepSeek-V4-Flash-0731-BF16.gguf"}},
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+     {"Q8_K_XL", "IQ4_NL", "IQ1_M"}},
+
+    {"unsloth/DeepSeek-V4-Flash-GGUF",
+     {{"UD-IQ1_M/DeepSeek-V4-Flash-UD-IQ1_M", 3},
+      {"UD-IQ4_NL/DeepSeek-V4-Flash-UD-IQ4_NL", 4},
+      {"UD-Q8_K_XL/DeepSeek-V4-Flash-UD-Q8_K_XL", 5}},
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+     {"Q8_K_XL", "IQ4_NL", "IQ1_M"}},
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+    {"unsloth/DeepSeek-V4-Pro-0813-GGUF",
+     {{"UD-Q4_K_XL/DeepSeek-V4-Pro-0813-UD-Q4_K_XL", 20},
+      {"UD-Q8_K_XL/DeepSeek-V4-Pro-0813-UD-Q8_K_XL", 20}},
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+     {"Q8_K_XL", "Q4_K_XL"}},
+
+    {"unsloth/embeddinggemma-2-GGUF",
+     {{"embeddinggemma-2-BF16.gguf"},
+      {"embeddinggemma-2-Q8_0.gguf"},
+      {"embeddinggemma-2-UD-Q4_K_XL.gguf"},
+      {"embeddinggemma-2-UD-Q6_K_XL.gguf"},
+      {"mmproj-BF16.gguf"},
+      {"mmproj-F16.gguf"},
+      {"mmproj-Q8_0.gguf"}},
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+     {"Q6_K_XL", "Q4_K_XL", "Q8_0", "BF16"}},
+
+    {"unsloth/GLM-4.7-Flash-GGUF",
+     {{"BF16/GLM-4.7-Flash-BF16", 2},
+      {"GLM-4.7-Flash-Q4_K_M.gguf"},
+      {"GLM-4.7-Flash-Q6_K.gguf"},
+      {"GLM-4.7-Flash-Q8_0.gguf"},
+      {"GLM-4.7-Flash-UD-TQ1_0.gguf"}},
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+      {"UD-TQ1_0", "GLM-4.7-Flash-UD-TQ1_0.gguf", 1, "", "", "", "", ""}},
+     {"TQ1_0", "Q8_0", "Q6_K", "Q4_K_M", "BF16"}},
+
+    {"unsloth/GLM-5.3-Flash-GGUF",
+     {{"BF16/GLM-5.3-Flash-BF16", 14},
+      {"Q8_0/GLM-5.3-Flash-Q8_0", 8},
+      {"UD-IQ4_XS/GLM-5.3-Flash-UD-IQ4_XS", 5},
+      {"UD-Q6_K_XL/GLM-5.3-Flash-UD-Q6_K_XL", 7},
+      {"mmproj-BF16.gguf"},
+      {"mmproj-F16.gguf"}},
+     {
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+      {"BF16", "BF16/GLM-5.3-Flash-BF16-00001-of-00014.gguf", 14, "mmproj-BF16.gguf", "", "", "", ""},
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+      {"F16", "BF16/GLM-5.3-Flash-BF16-00001-of-00014.gguf", 14, "mmproj-BF16.gguf", "", "", "", ""}},
+     {"Q6_K_XL", "IQ4_XS", "Q8_0", "BF16"}},
+
+    {"unsloth/GLM-5.3-GGUF",
+     {{"BF16/GLM-5.3-BF16", 33},
+      {"Q8_0/GLM-5.3-Q8_0", 17},
+      {"UD-IQ4_XS/GLM-5.3-UD-IQ4_XS", 9},
+      {"UD-Q6_K_XL/GLM-5.3-UD-Q6_K_XL", 16}},
+     {
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+      {"UD-Q6_K_XL", "UD-Q6_K_XL/GLM-5.3-UD-Q6_K_XL-00001-of-00016.gguf", 16, "", "", "", "", ""}},
+     {"Q6_K_XL", "IQ4_XS", "Q8_0", "BF16"}},
+
+    {"unsloth/inkling-GGUF",
+     {{"BF16/inkling-GGUF-BF16", 41},
+      {"Q8_0/inkling-GGUF-Q8_0", 19},
+      {"UD-IQ1_S/inkling-UD-IQ1_S", 7},
+      {"UD-Q4_K_XL/inkling-UD-Q4_K_XL", 14},
+      {"mmproj-BF16.gguf"}},
+     {
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+      {"UD-Q4_K_XL", "UD-Q4_K_XL/inkling-UD-Q4_K_XL-00001-of-00014.gguf", 14, "mmproj-BF16.gguf", "", "", "", ""}},
+     {"Q4_K_XL", "IQ1_S", "Q8_0", "BF16"}},
+
+    {"unsloth/Kimi-K2.6-GGUF",
+     {{"BF16/Kimi-K2.6-BF16", 46},
+      {"UD-Q4_K_XL/Kimi-K2.6-UD-Q4_K_XL", 14},
+      {"UD-Q8_K_XL/Kimi-K2.6-UD-Q8_K_XL", 14},
+      {"mmproj-BF16.gguf"},
+      {"mmproj-F16.gguf"},
+      {"mmproj-F32.gguf"}},
+     {
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+      {"F16", "BF16/Kimi-K2.6-BF16-00001-of-00046.gguf", 46, "mmproj-BF16.gguf", "", "", "", ""}},
+     {"Q8_K_XL", "Q4_K_XL", "BF16"}},
+
+    {"unsloth/Kimi-K2.7-Code-GGUF",
+     {{"UD-IQ1_M/Kimi-K2.7-Code-UD-IQ1_M", 8},
+      {"UD-Q2_K_XL/Kimi-K2.7-Code-UD-Q2_K_XL", 8},
+      {"UD-Q8_K_XL/Kimi-K2.7-Code-UD-Q8_K_XL", 14},
+      {"mmproj-BF16.gguf"},
+      {"mmproj-F16.gguf"},
+      {"mmproj-F32.gguf"}},
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+      {"BF16", "", 0, "", "", "", "", ""}},
+     {"Q8_K_XL", "Q2_K_XL", "IQ1_M"}},
+
+    {"unsloth/Kimi-K3-GGUF",
+     {{"UD-IQ1_M/Kimi-K3-UD-IQ1_M", 15},
+      {"UD-Q2_K_XL/Kimi-K3-UD-Q2_K_XL", 19},
+      {"UD-TQ2_0/Kimi-K3-UD-TQ2_0", 13},
+      {"mmproj-BF16.gguf"},
+      {"mmproj-F16.gguf"},
+      {"mmproj-F32.gguf"}},
+     {
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+      {"UD-TQ2_0", "UD-TQ2_0/Kimi-K3-UD-TQ2_0-00001-of-00013.gguf", 13, "mmproj-BF16.gguf", "", "", "", ""},
+      {"BF16", "", 0, "", "", "", "", ""}},
+     {"TQ2_0", "Q2_K_XL", "IQ1_M"}},
+
+    {"unsloth/LFM2.5-VL-3B-GGUF",
+     {{"LFM2.5-VL-3B-BF16.gguf"},
+      {"LFM2.5-VL-3B-Q4_K_M.gguf"},
+      {"LFM2.5-VL-3B-Q5_K_S.gguf"},
+      {"LFM2.5-VL-3B-Q8_0.gguf"},
+      {"LFM2.5-VL-3B-UD-Q8_K_XL.gguf"},
+      {"mmproj-BF16.gguf"},
+      {"mmproj-F16.gguf"},
+      {"mmproj-F32.gguf"}},
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+     {"Q8_K_XL", "Q8_0", "Q5_K_S", "Q4_K_M", "BF16"}},
+
+    {"unsloth/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-GGUF",
+     {{"BF16/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16", 2},
+      {"NVIDIA-Nemotron-3.5-Lightning-30B-A3B-Q8_0.gguf"},
+      {"NVIDIA-Nemotron-3.5-Lightning-30B-A3B-UD-Q3_K_XL.gguf"},
+      {"NVIDIA-Nemotron-3.5-Lightning-30B-A3B-UD-Q8_K_XL.gguf"}},
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+      {"UD-Q8_K_XL", "NVIDIA-Nemotron-3.5-Lightning-30B-A3B-UD-Q8_K_XL.gguf", 1, "", "", "", "", ""}},
+     {"Q8_K_XL", "Q3_K_XL", "Q8_0", "BF16"}},
+
+    {"unsloth/Qwen3-30B-A3B-Instruct-2507-GGUF",
+     {{"BF16/Qwen3-30B-A3B-Instruct-2507-BF16", 2},
+      {"Qwen3-30B-A3B-Instruct-2507-Q4_K_M.gguf"},
+      {"Qwen3-30B-A3B-Instruct-2507-Q6_K.gguf"},
+      {"Qwen3-30B-A3B-Instruct-2507-Q8_0.gguf"},
+      {"Qwen3-30B-A3B-Instruct-2507-UD-TQ1_0.gguf"}},
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+      {"UD-TQ1_0", "Qwen3-30B-A3B-Instruct-2507-UD-TQ1_0.gguf", 1, "", "", "", "", ""}},
+     {"TQ1_0", "Q8_0", "Q6_K", "Q4_K_M", "BF16"}},
+
+    {"unsloth/Qwen3-VL-30B-A3B-Instruct-GGUF",
+     {{"BF16/Qwen3-VL-30B-A3B-Instruct-BF16", 2},
+      {"Qwen3-VL-30B-A3B-Instruct-Q4_K_M.gguf"},
+      {"Qwen3-VL-30B-A3B-Instruct-Q6_K.gguf"},
+      {"Qwen3-VL-30B-A3B-Instruct-Q8_0.gguf"},
+      {"Qwen3-VL-30B-A3B-Instruct-UD-TQ1_0.gguf"},
+      {"mmproj-BF16.gguf"},
+      {"mmproj-F16.gguf"},
+      {"mmproj-F32.gguf"}},
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+      {"F16", "BF16/Qwen3-VL-30B-A3B-Instruct-BF16-00001-of-00002.gguf", 2, "mmproj-BF16.gguf", "", "", "", ""}},
+     {"TQ1_0", "Q8_0", "Q6_K", "Q4_K_M", "BF16"}},
+
+    {"unsloth/Qwen3.5-27B-GGUF",
+     {{"BF16/Qwen3.5-27B-BF16", 2},
+      {"Qwen3.5-27B-Q4_K_M.gguf"},
+      {"Qwen3.5-27B-Q6_K.gguf"},
+      {"Qwen3.5-27B-Q8_0.gguf"},
+      {"Qwen3.5-27B-UD-Q8_K_XL.gguf"},
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+      {"mmproj-F16.gguf"},
+      {"mmproj-F32.gguf"}},
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+      {"UD-Q8_K_XL", "Qwen3.5-27B-UD-Q8_K_XL.gguf", 1, "mmproj-BF16.gguf", "", "", "", ""},
+      {"F16", "BF16/Qwen3.5-27B-BF16-00001-of-00002.gguf", 2, "mmproj-BF16.gguf", "", "", "", ""}},
+     {"Q8_K_XL", "Q8_0", "Q6_K", "Q4_K_M", "BF16"}},
+
+    {"unsloth/Qwen3.5-35B-A3B-GGUF",
+     {{"BF16/Qwen3.5-35B-A3B-BF16", 2},
+      {"Qwen3.5-35B-A3B-Q4_K_M.gguf"},
+      {"Qwen3.5-35B-A3B-Q8_0.gguf"},
+      {"Qwen3.5-35B-A3B-UD-IQ3_S.gguf"},
+      {"Qwen3.5-35B-A3B-UD-Q8_K_XL.gguf"},
+      {"mmproj-BF16.gguf"},
+      {"mmproj-F16.gguf"},
+      {"mmproj-F32.gguf"}},
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+      {"BF16", "BF16/Qwen3.5-35B-A3B-BF16-00001-of-00002.gguf", 2, "mmproj-BF16.gguf", "", "", "", ""},
+      {"UD-Q8_K_XL", "Qwen3.5-35B-A3B-UD-Q8_K_XL.gguf", 1, "mmproj-BF16.gguf", "", "", "", ""},
+      {"F16", "BF16/Qwen3.5-35B-A3B-BF16-00001-of-00002.gguf", 2, "mmproj-BF16.gguf", "", "", "", ""}},
+     {"Q8_K_XL", "IQ3_S", "Q8_0", "Q4_K_M", "BF16"}},
+
+    {"unsloth/Qwen3.5-397B-A17B-GGUF",
+     {{"BF16/Qwen3.5-397B-A17B-BF16", 17},
+      {"Q4_K_M/Qwen3.5-397B-A17B-Q4_K_M", 6},
+      {"Q8_0/Qwen3.5-397B-A17B-Q8_0", 10},
+      {"UD-IQ3_XXS/Qwen3.5-397B-A17B-UD-IQ3_XXS", 4},
+      {"UD-Q8_K_XL/Qwen3.5-397B-A17B-UD-Q8_K_XL", 10},
+      {"mmproj-BF16.gguf"},
+      {"mmproj-F16.gguf"},
+      {"mmproj-F32.gguf"}},
+     {
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+      {"Q8_0", "Q8_0/Qwen3.5-397B-A17B-Q8_0-00001-of-00010.gguf", 10, "mmproj-BF16.gguf", "", "", "", ""},
+      {"BF16", "BF16/Qwen3.5-397B-A17B-BF16-00001-of-00017.gguf", 17, "mmproj-BF16.gguf", "", "", "", ""},
+      {"UD-Q8_K_XL", "UD-Q8_K_XL/Qwen3.5-397B-A17B-UD-Q8_K_XL-00001-of-00010.gguf", 10, "mmproj-BF16.gguf", "", "", "", ""},
+      {"F16", "BF16/Qwen3.5-397B-A17B-BF16-00001-of-00017.gguf", 17, "mmproj-BF16.gguf", "", "", "", ""}},
+     {"Q8_K_XL", "IQ3_XXS", "Q8_0", "Q4_K_M", "BF16"}},
+
+    {"unsloth/Qwen3.6-35B-A3B-MTP-GGUF",
+     {{"BF16/Qwen3.6-35B-A3B-BF16", 2},
+      {"Qwen3.6-35B-A3B-Q8_0.gguf"},
+      {"Qwen3.6-35B-A3B-UD-Q3_K_M.gguf"},
+      {"Qwen3.6-35B-A3B-UD-Q8_K_XL.gguf"},
+      {"mmproj-BF16.gguf"},
+      {"mmproj-F16.gguf"},
+      {"mmproj-F32.gguf"}},
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+      {"BF16", "BF16/Qwen3.6-35B-A3B-BF16-00001-of-00002.gguf", 2, "mmproj-BF16.gguf", "", "", "", ""},
+      {"UD-Q8_K_XL", "Qwen3.6-35B-A3B-UD-Q8_K_XL.gguf", 1, "mmproj-BF16.gguf", "", "", "", ""},
+      {"F16", "BF16/Qwen3.6-35B-A3B-BF16-00001-of-00002.gguf", 2, "mmproj-BF16.gguf", "", "", "", ""}},
+     {"Q8_K_XL", "Q3_K_M", "Q8_0", "BF16"}},
+
+    {"unsloth/Qwen3.8-Flash-Next-GGUF",
+     {{"BF16/Qwen3.8-Flash-Next-BF16", 8},
+      {"MTP/mtp-Qwen3.8-Flash-Next-BF16.gguf"},
+      {"MTP/mtp-Qwen3.8-Flash-Next-Q4_K_M.gguf"},
+      {"MTP/mtp-Qwen3.8-Flash-Next-Q8_0.gguf"},
+      {"MTP/mtp-Qwen3.8-Flash-Next-shared-BF16.gguf"},
+      {"MTP/mtp-Qwen3.8-Flash-Next-shared-Q4_K_M.gguf"},
+      {"MTP/mtp-Qwen3.8-Flash-Next-shared-Q8_0.gguf"},
+      {"Q8_0/Qwen3.8-Flash-Next-Q8_0", 6},
+      {"UD-IQ4_XS/Qwen3.8-Flash-Next-UD-IQ4_XS", 3},
+      {"UD-Q6_K_XL/Qwen3.8-Flash-Next-UD-Q6_K_XL", 6},
+      {"mmproj-BF16.gguf"},
+      {"mmproj-F16.gguf"},
+      {"mtp-Qwen3.8-Flash-Next-Q8_0.gguf"}},
+     {
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+      {"BF16", "BF16/Qwen3.8-Flash-Next-BF16-00001-of-00008.gguf", 8, "mmproj-BF16.gguf", "mtp-Qwen3.8-Flash-Next-Q8_0.gguf", "", "", ""},
+      {"UD-Q6_K_XL", "UD-Q6_K_XL/Qwen3.8-Flash-Next-UD-Q6_K_XL-00001-of-00006.gguf", 6, "mmproj-BF16.gguf", "mtp-Qwen3.8-Flash-Next-Q8_0.gguf", "", "", ""}},
+     {"Q6_K_XL", "IQ4_XS", "Q8_0", "BF16"}},
+
+    {"unsloth/Step-3.7-Flash-GGUF",
+     {{"BF16/Step-3.7-Flash-BF16", 8},
+      {"Q8_0/Step-3.7-Flash-Q8_0", 6},
+      {"UD-Q3_K_M/Step-3.7-Flash-UD-Q3_K_M", 3},
+      {"UD-Q8_K_XL/Step-3.7-Flash-UD-Q8_K_XL", 6},
+      {"mmproj-BF16.gguf"},
+      {"mmproj-F16.gguf"},
+      {"mmproj-F32.gguf"}},
+     {
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+      {"Q8_0", "Q8_0/Step-3.7-Flash-Q8_0-00001-of-00006.gguf", 6, "mmproj-BF16.gguf", "", "", "", ""},
+      {"BF16", "BF16/Step-3.7-Flash-BF16-00001-of-00008.gguf", 8, "mmproj-BF16.gguf", "", "", "", ""},
+      {"UD-Q8_K_XL", "UD-Q8_K_XL/Step-3.7-Flash-UD-Q8_K_XL-00001-of-00006.gguf", 6, "mmproj-BF16.gguf", "", "", "", ""},
+      {"F16", "BF16/Step-3.7-Flash-BF16-00001-of-00008.gguf", 8, "mmproj-BF16.gguf", "", "", "", ""}},
+     {"Q8_K_XL", "Q3_K_M", "Q8_0", "BF16"}},
+
+    {"vmlinux/Qwen3.8-Flash-Next-Uncensored-Gufo-Q4Mix-GGUF",
+     {{"Qwen3.8-Flash-Next-Uncensored-Gufo-Q4Mix.gguf"},
+      {"mmproj-BF16.gguf"}},
+     {
+      {"", "Qwen3.8-Flash-Next-Uncensored-Gufo-Q4Mix.gguf", 1, "mmproj-BF16.gguf", "", "", "", ""},
+      {"Q4MIX", "Qwen3.8-Flash-Next-Uncensored-Gufo-Q4Mix.gguf", 1, "mmproj-BF16.gguf", "", "", "", ""},
+      {"BF16", "", 0, "", "", "", "", ""}},
+     {"Q4MIX"}},
+
+    {"WalkingCat/Soprano-1.1-80M-GGUF",
+     {{"Soprano-1.1-80M-GGUF/soprano-1.1-80m-bf16.gguf"},
+      {"Soprano-1.1-80M-GGUF/soprano-1.1-80m-q8_0.gguf"}},
+     {
+      {"", "Soprano-1.1-80M-GGUF/soprano-1.1-80m-q8_0.gguf", 1, "", "", "", "", ""},
+      {"Q8_0", "Soprano-1.1-80M-GGUF/soprano-1.1-80m-q8_0.gguf", 1, "", "", "", "", ""},
+      {"BF16", "Soprano-1.1-80M-GGUF/soprano-1.1-80m-bf16.gguf", 1, "", "", "", "", ""}},
+     {"Q8_0", "BF16"}},
+
+    {"yuxinlu1/gemma-4-12B-agentic-fable5-composer2.5-v2-3.5x-tau2-GGUF",
+     {{"MTP/gemma-4-12B-it-MTP-BF16.gguf"},
+      {"MTP/gemma-4-12B-it-MTP-Q8_0.gguf"},
+      {"gemma4-v2-Q3_K_M.gguf"},
+      {"gemma4-v2-Q4_K_M.gguf"},
+      {"gemma4-v2-Q8_0.gguf"}},
+     {
+      {"", "gemma4-v2-Q4_K_M.gguf", 1, "", "", "", "", ""},
+      {"Q4_K_M", "gemma4-v2-Q4_K_M.gguf", 1, "", "", "", "", ""},
+      {"Q8_0", "MTP/gemma-4-12B-it-MTP-Q8_0.gguf", 1, "", "", "", "", ""},
+      {"BF16", "MTP/gemma-4-12B-it-MTP-BF16.gguf", 1, "", "", "", "", ""}},
+     {"Q8_0", "Q4_K_M", "Q3_K_M", "BF16"}},
+
+    {"zetasepic/Qwen2.5-72B-Instruct-abliterated-GGUF",
+     {{"Qwen2.5-72B-Instruct-abliterated-Q3_K_M.gguf"},
+      {"Qwen2.5-72B-Instruct-abliterated-Q4_K_M.gguf"},
+      {"Qwen2.5-72B-Instruct-abliterated-Q6_K", 2}},
+     {
+      {"", "Qwen2.5-72B-Instruct-abliterated-Q4_K_M.gguf", 1, "", "", "", "", ""},
+      {"Q4_K_M", "Qwen2.5-72B-Instruct-abliterated-Q4_K_M.gguf", 1, "", "", "", "", ""},
+      {"Q3_K_M", "Qwen2.5-72B-Instruct-abliterated-Q3_K_M.gguf", 1, "", "", "", "", ""},
+      {"Q6_K", "Qwen2.5-72B-Instruct-abliterated-Q6_K-00001-of-00002.gguf", 2, "", "", "", "", ""}},
+     {"Q6_K", "Q4_K_M", "Q3_K_M"}},
+};
+
+static std::vector<std::string> real_files(const real_repo & r) {
+    std::vector<std::string> out;
+    for (const auto & f : r.files) {
+        if (f.parts == 0) {
+            out.push_back(f.name);
+            continue;
+        }
+        for (int i = 1; i <= f.parts; ++i) {
+            char suffix[32];
+            snprintf(suffix, sizeof(suffix), "-%05d-of-%05d.gguf", i, f.parts);
+            out.push_back(std::string(f.name) + suffix);
+        }
+    }
+    return out;
+}
+
+// every mismatch is reported before the test fails, so one run lists them all
+static int g_real_failures = 0;
+
+static void expect_eq(const std::string & what, const std::string & actual, const std::string & expected) {
+    if (actual != expected) {
+        fprintf(stderr, "  [%s] %s\n    actual:   '%s'\n    expected: '%s'\n",
+                g_context.c_str(), what.c_str(), actual.c_str(), expected.c_str());
+        g_real_failures++;
+    }
+}
+
+static void check_real_plan(const real_repo & r, const real_plan & p) {
+    g_context = std::string(r.id) + (p.tag[0] ? std::string(":") + p.tag : "");
+
+    common_download_opts opts;
+    opts.download_mmproj = true;
+    opts.download_mtp    = true;
+    opts.download_dflash = true;
+    opts.download_eagle3 = true;
+    opts.download_dspark = true;
+
+    auto plan = common_download_get_hf_plan(model_ref(g_context), opts);
+
+    expect_eq("primary", plan.primary.path, p.primary);
+    expect_eq("parts",   std::to_string(plan.model_files.size()), std::to_string(p.parts));
+    expect_eq("mmproj",  plan.mmproj.path, p.mmproj);
+    expect_eq("mtp",     plan.mtp.path,    p.mtp);
+    expect_eq("dflash",  plan.dflash.path, p.dflash);
+    expect_eq("eagle3",  plan.eagle3.path, p.eagle3);
+    expect_eq("dspark",  plan.dspark.path, p.dspark);
+}
+
+// the listing reads the cache, so the repo is materialized there as a snapshot;
+// a path the filesystem refuses (MAX_PATH on Windows) leaves the listing unchecked
+static void check_real_listing(const real_repo & r, const std::vector<std::string> & files) {
+    g_context = std::string(r.id) + " listing";
+
+    std::string folder = r.id;
+    string_replace_all(folder, "/", "--");
+    const std::filesystem::path repo_dir = cache_dir / ("models--" + folder);
+    std::filesystem::create_directories(repo_dir / "refs");
+    { std::ofstream(repo_dir / "refs" / "main") << COMMIT; }
+    for (const auto & f : files) {
+        std::filesystem::path p = cached(r.id, f);
+        std::error_code ec;
+        std::filesystem::create_directories(p.parent_path(), ec);
+        { std::ofstream(p) << "gguf"; }
+        if (!std::filesystem::exists(p, ec)) {
+            printf("  %s: listing unchecked, the filesystem refuses %s\n", r.id, f.c_str());
+            std::filesystem::remove_all(repo_dir, ec);
+            return;
+        }
+    }
+
+    std::vector<std::string> actual;
+    for (const auto & e : common_list_cached_models()) {
+        if (e.repo == r.id) {
+            actual.push_back(e.tag);
+        }
+    }
+    std::sort(actual.begin(), actual.end());
+    auto expected = r.listing;
+    std::sort(expected.begin(), expected.end());
+    expect_eq("tags", string_join(actual, " "), string_join(expected, " "));
+
+    std::filesystem::remove_all(repo_dir);
+}
+
+static void test_real_repos() {
+    printf("test-model-resolution: real listings on %zu repos\n", sizeof(real_repos) / sizeof(real_repos[0]));
+
+    for (const auto & r : real_repos) {
+        auto files = real_files(r);
+        g_repos.clear();
+        g_repos[r.id] = files;
+        for (const auto & p : r.plans) {
+            check_real_plan(r, p);
+        }
+        check_real_listing(r, files);
+    }
+    g_repos.clear();
+
+    if (g_real_failures > 0) {
+        fprintf(stderr, "test-model-resolution: %d mismatches on real listings\n", g_real_failures);
+        std::abort();
+    }
+}
+
 //
 // end-to-end assembly: real CLI parsing, real handler init resolving over the
 // loopback, downloads skipped by flipping offline before apply
@@ -631,6 +2880,7 @@ int main(void) {
     test_plan_partials();
     test_sidecar_removal();
     test_shared_removal();
+    test_real_repos();
     test_task_assembly();

     server.stop();