mirror of
https://github.com/pewdiepie-archdaemon/odysseus.git
synced 2026-06-17 02:05:22 -04:00
Improve Cookbook serve diagnostics and recommendations
This commit is contained in:
@@ -13919,7 +13919,12 @@
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"architecture": "gemma4",
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"pipeline_tag": "image-text-to-text",
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"release_date": "2026-04-01",
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"gguf_sources": [],
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"gguf_sources": [
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{
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"repo": "unsloth/gemma-4-E2B-it-GGUF",
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"provider": "unsloth"
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}
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],
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"capabilities": [
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"vision"
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]
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@@ -13942,7 +13947,12 @@
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"architecture": "gemma4",
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"pipeline_tag": "image-text-to-text",
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"release_date": "2026-04-01",
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"gguf_sources": [],
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"gguf_sources": [
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{
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"repo": "unsloth/gemma-4-E4B-it-GGUF",
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"provider": "unsloth"
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}
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],
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"capabilities": [
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"vision"
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]
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@@ -13965,7 +13975,12 @@
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"architecture": "gemma4",
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"pipeline_tag": "image-text-to-text",
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"release_date": "2026-04-01",
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"gguf_sources": [],
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"gguf_sources": [
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{
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"repo": "unsloth/gemma-4-31B-it-GGUF",
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"provider": "unsloth"
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}
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],
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"capabilities": [
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"vision"
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]
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@@ -13988,7 +14003,12 @@
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"architecture": "gemma4",
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"pipeline_tag": "image-text-to-text",
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"release_date": "2026-04-01",
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"gguf_sources": [],
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"gguf_sources": [
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{
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"repo": "unsloth/gemma-4-26B-A4B-it-GGUF",
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"provider": "unsloth"
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}
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],
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"capabilities": [
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"vision"
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]
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@@ -18719,5 +18739,307 @@
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"hf_likes": 0,
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"release_date": "2026-04-19",
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"_discovered": true
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},
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{
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"name": "Qwen/Qwen3.6-27B-MTP",
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"provider": "Qwen",
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"parameter_count": "27.8B",
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"parameters_raw": 27781427952,
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"min_ram_gb": 16.6,
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"recommended_ram_gb": 21.6,
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"min_vram_gb": 16.6,
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"quantization": "Q4_K_M",
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"context_length": 262144,
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"use_case": "General purpose, coding, MTP",
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"is_moe": false,
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"num_experts": null,
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"active_experts": null,
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"active_parameters": null,
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"architecture": "qwen3",
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"pipeline_tag": "text-generation",
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"release_date": "2026-04-01",
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"gguf_sources": [
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{
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"repo": "unsloth/Qwen3.6-27B-MTP-GGUF",
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"provider": "unsloth"
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}
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],
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"capabilities": [
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"mtp"
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],
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"_discovered": true
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},
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{
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"name": "Qwen/Qwen3.6-35B-A3B-MTP",
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"provider": "Qwen",
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"parameter_count": "36.0B",
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"parameters_raw": 35951822704,
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"min_ram_gb": 21.4,
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"recommended_ram_gb": 27.8,
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"min_vram_gb": 21.4,
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"quantization": "Q4_K_M",
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"context_length": 262144,
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"use_case": "General purpose (MoE), MTP",
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"is_moe": true,
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"num_experts": null,
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"active_experts": null,
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"active_parameters": 3000000000,
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"architecture": "qwen3_moe",
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"pipeline_tag": "text-generation",
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"release_date": "2026-04-01",
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"gguf_sources": [
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{
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"repo": "unsloth/Qwen3.6-35B-A3B-MTP-GGUF",
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"provider": "unsloth"
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}
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],
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"capabilities": [
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"mtp"
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],
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"_discovered": true
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},
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{
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"name": "Qwen/Qwen3.5-0.8B-MTP",
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"provider": "Qwen",
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"parameter_count": "873M",
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"parameters_raw": 873438784,
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"min_ram_gb": 1.0,
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"recommended_ram_gb": 2.0,
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"min_vram_gb": 0.5,
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"quantization": "Q4_K_M",
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"context_length": 262144,
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"use_case": "General purpose, MTP",
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"capabilities": [
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"mtp",
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"tool_use",
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"vision"
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],
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"pipeline_tag": "image-text-to-text",
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"architecture": "qwen3_5",
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"hf_downloads": 93448,
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"hf_likes": 208,
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"release_date": "2026-02-28",
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"gguf_sources": [
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{
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"repo": "unsloth/Qwen3.5-0.8B-MTP-GGUF",
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"provider": "unsloth"
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}
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],
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"_discovered": true
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},
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{
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"name": "Qwen/Qwen3.5-2B-MTP",
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"provider": "Qwen",
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"parameter_count": "2.3B",
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"parameters_raw": 2274069824,
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"min_ram_gb": 1.3,
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"recommended_ram_gb": 2.1,
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"min_vram_gb": 1.2,
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"quantization": "Q4_K_M",
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"context_length": 262144,
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"use_case": "General purpose, MTP",
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"capabilities": [
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"mtp",
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"tool_use",
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"vision"
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],
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"pipeline_tag": "image-text-to-text",
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"architecture": "qwen3_5",
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"hf_downloads": 46974,
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"hf_likes": 115,
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"release_date": "2026-02-28",
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"gguf_sources": [
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{
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"repo": "unsloth/Qwen3.5-2B-MTP-GGUF",
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"provider": "unsloth"
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}
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],
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"_discovered": true
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},
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{
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"name": "Qwen/Qwen3.5-4B-MTP",
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"provider": "Qwen",
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"parameter_count": "4.7B",
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"parameters_raw": 4659865088,
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"min_ram_gb": 2.6,
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"recommended_ram_gb": 4.3,
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"min_vram_gb": 2.4,
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"quantization": "Q4_K_M",
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"context_length": 262144,
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"use_case": "General purpose, MTP",
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"capabilities": [
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"mtp",
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"tool_use",
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"vision"
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],
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"pipeline_tag": "image-text-to-text",
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"architecture": "qwen3_5",
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"hf_downloads": 99087,
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"hf_likes": 202,
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"release_date": "2026-02-27",
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"gguf_sources": [
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{
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"repo": "unsloth/Qwen3.5-4B-MTP-GGUF",
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"provider": "unsloth"
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}
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],
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"_discovered": true
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},
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{
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"name": "Qwen/Qwen3.5-9B-MTP",
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"provider": "Qwen",
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"parameter_count": "9.7B",
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"parameters_raw": 9653104368,
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"min_ram_gb": 5.4,
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"recommended_ram_gb": 9.0,
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"min_vram_gb": 4.9,
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"quantization": "Q4_K_M",
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"context_length": 262144,
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"use_case": "General purpose, MTP",
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"capabilities": [
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"mtp",
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"tool_use",
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"vision"
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],
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"pipeline_tag": "image-text-to-text",
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"architecture": "qwen3_5",
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"hf_downloads": 172298,
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"hf_likes": 345,
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"release_date": "2026-02-27",
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"gguf_sources": [
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{
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"repo": "unsloth/Qwen3.5-9B-MTP-GGUF",
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"provider": "unsloth"
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}
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],
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"_discovered": true
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},
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{
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"name": "Qwen/Qwen3.5-27B-MTP",
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"provider": "Qwen",
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"parameter_count": "27.8B",
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"parameters_raw": 27781427952,
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"min_ram_gb": 15.5,
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"recommended_ram_gb": 25.9,
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"min_vram_gb": 14.2,
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"quantization": "Q4_K_M",
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"context_length": 262144,
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"use_case": "General purpose, MTP",
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"capabilities": [
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"mtp",
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"tool_use",
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"vision"
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],
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"pipeline_tag": "image-text-to-text",
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"architecture": "qwen3_5",
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"hf_downloads": 406808,
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"hf_likes": 565,
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"release_date": "2026-02-24",
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"gguf_sources": [
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{
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"repo": "unsloth/Qwen3.5-27B-MTP-GGUF",
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"provider": "unsloth"
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}
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],
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"_discovered": true
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},
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{
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"name": "Qwen/Qwen3.5-35B-A3B-MTP",
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"provider": "Qwen",
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"parameter_count": "36.0B",
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"parameters_raw": 35951822704,
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"min_ram_gb": 20.1,
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"recommended_ram_gb": 33.5,
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"min_vram_gb": 18.4,
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"quantization": "Q4_K_M",
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"context_length": 262144,
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"use_case": "General purpose, MTP",
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"capabilities": [
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"mtp",
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"tool_use",
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"vision"
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],
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"pipeline_tag": "image-text-to-text",
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"architecture": "qwen3_5_moe",
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"hf_downloads": 769032,
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"hf_likes": 905,
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"release_date": "2026-02-24",
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"is_moe": true,
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"num_experts": 256,
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"active_experts": 8,
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"active_parameters": 3000000000,
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"gguf_sources": [
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{
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"repo": "unsloth/Qwen3.5-35B-A3B-MTP-GGUF",
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"provider": "unsloth"
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}
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],
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"_discovered": true
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},
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{
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"name": "Qwen/Qwen3.5-122B-A10B-MTP",
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"provider": "Qwen",
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"parameter_count": "125.1B",
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"parameters_raw": 125086497008,
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"min_ram_gb": 69.9,
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"recommended_ram_gb": 116.5,
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"min_vram_gb": 64.1,
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"quantization": "Q4_K_M",
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"context_length": 262144,
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"use_case": "General purpose, MTP",
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"capabilities": [
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"mtp",
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"tool_use",
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"vision"
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],
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"pipeline_tag": "image-text-to-text",
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"architecture": "qwen3_5_moe",
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"hf_downloads": 171055,
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"hf_likes": 389,
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"release_date": "2026-02-24",
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"is_moe": true,
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"num_experts": 256,
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"active_experts": 8,
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"active_parameters": 10000000000,
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"gguf_sources": [
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{
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"repo": "unsloth/Qwen3.5-122B-A10B-MTP-GGUF",
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"provider": "unsloth"
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}
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],
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"_discovered": true
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},
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{
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"name": "Qwen/Qwen3.5-397B-A17B-MTP",
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"provider": "Qwen",
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"parameter_count": "403.4B",
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"parameters_raw": 403397928944,
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"min_ram_gb": 225.4,
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"recommended_ram_gb": 375.7,
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"min_vram_gb": 206.6,
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"quantization": "Q4_K_M",
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"context_length": 262144,
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"use_case": "General purpose, MTP",
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"capabilities": [
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"mtp",
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"tool_use",
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"vision"
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],
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"pipeline_tag": "image-text-to-text",
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"architecture": "qwen3_5_moe",
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"hf_downloads": 1291825,
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"hf_likes": 1214,
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"release_date": "2026-02-16",
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"is_moe": true,
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"num_experts": 256,
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"active_experts": 8,
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"active_parameters": 17000000000,
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"gguf_sources": [
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{
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"repo": "unsloth/Qwen3.5-397B-A17B-MTP-GGUF",
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"provider": "unsloth"
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}
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],
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"_discovered": true
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}
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]
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