ukisai/Swift-1.5-Qwen3.8-Flash-Next-GSQ-RCO-GGUF

zetlyn/models-gguf quantisation gguf ukisai/Swift-1.5-Qwen3.8-Flash-Next-GSQ-RCO-GGUF hf ukisai/Swift-Qwen3.8-Flash-Next known 2026-09-24

https://huggingface.co/ukisai/Swift-1.5-Qwen3.8-Flash-Next-GSQ-RCO-GGUF

Properties

authorukisai
receipt
Source
GGUF quantisations
Its words
ukisai
Read by
field:author
Said since
2026-09-29 09:50 UTC
Last answered
2026-10-04 18:16 UTC
Original
open at the source
What the source handed over
{
  "_id": "6ab52f8603b03a61f6e814d3",
  "author": "ukisai",
  "cardData": {
    "base_model": "ukisai/Swift-Qwen3.8-Flash-Next",
    "base_model_relation": "quantized",
    "library_name": "gguf",
    "license": "other",
    "license_link": "https://huggingface.co/ukisai/Swift-1.5-Qwen3.8-Flash-Next-GSQ-RCO-GGUF/blob/main/LICENSE",
    "license_name": "swift-open-license-1.0",
    "pipeline_tag": "image-text-to-text",
    "tags": [
      "gguf",
      "llama.cpp",
      "qwen3_8",
      "moe",
      "gsq",
      "rco",
      "reasoning",
      "efficient-thinking",
      "token-efficient",
      "post-training"
    ]
  },
  "createdAt": "2026-09-24T14:11:18.000Z",
  "downloads": 23970,
  "gated": false,
  "id": "ukisai/Swift-1.5-Qwen3.8-Flash-Next-GSQ-RCO-GGUF",
  "lastModified": "2026-09-24T16:16:42.000Z",
  "library_name": "gguf",
  "likes": 54,
  "modelId": "ukisai/Swift-1.5-Qwen3.8-Flash-Next-GSQ-RCO-GGUF",
  "pipeline_tag": "image-text-to-text",
  "private": false,
  "sha": "b22d729eae29b5796f76fb70f91aef549b9fc52c",
  "siblings": [
    {
      "rfilename": ".gitattributes"
    },
    {
      "rfilename": "LICENSE"
    },
    {
      "rfilename": "LICENSE-QWEN"
    },
    {
      "rfilename": "NOTICE"
    },
    {
      "rfilename": "README.md"
    },
    {
      "rfilename": "SHA256SUMS"
    },
    {
      "rfilename": "Swift-Qwen3.8-Flash-Next-GSQ-RCO-IQ2_XS-00001-of-00002.gguf"
    },
    {
      "rfilename": "Swift-Qwen3.8-Flash-Next-GSQ-RCO-IQ2_XS-00002-of-00002.gguf"
    },
    {
      "rfilename": "Swift-Qwen3.8-Flash-Next-GSQ-RCO-IQ3_XXS-00001-of-00002.gguf"
    },
    {
      "rfilename": "Swift-Qwen3.8-Flash-Next-GSQ-RCO-IQ3_XXS-00002-of-00002.gguf"
    },
    {
      "rfilename": "Swift-Qwen3.8-Flash-Next-GSQ-RCO-Q2_0-00001-of-00002.gguf"
    },
    {
      "rfilename": "Swift-Qwen3.8-Flash-Next-GSQ-RCO-Q2_0-00002-of-00002.gguf"
    },
    {
      "rfilename": "evaluation/heldout-kld.tsv"
    },
    {
      "rfilename": "evaluation/report.json"
    },
    {
      "rfilename": "exact-source-recovery/IQ2_XS.exit.json"
    },
    {
      "rfilename": "exact-source-recovery/IQ2_XS.json"
    },
    {
      "rfilename": "exact-source-recovery/IQ2_XS.verification.log"
    },
    {
      "rfilename": "exact-source-recovery/IQ3_XXS.exit.json"
    },
    {
      "rfilename": "exact-source-recovery/IQ3_XXS.json"
    },
    {
      "rfilename": "exact-source-recovery/IQ3_XXS.verification.log"
    },
    {
      "rfilename": "exact-source-recovery/Q2_0.exit.json"
    },
    {
      "rfilename": "exact-source-recovery/Q2_0.json"
    },
    {
      "rfilename": "exact-source-recovery/Q2_0.verification.log"
    },
    {
      "rfilename": "exact-source-recovery/README.md"
    },
    {
      "rfilename": "exact-source-recovery/SHA256SUMS"
    },
    {
      "rfilename": "exact-source-recovery/VERIFIED.json"
    },
    {
      "rfilename": "exact-source-recovery/gguf_shard_recovery.py"
    },
    {
      "rfilename": "imatrix-provenance.json"
    },
    {
      "rfilename": "imatrix-swiftfn-v1mix.gguf"
    },
    {
      "rfilename": "mmproj-Swift-Qwen3.8-Flash-Next-BF16.gguf"
    },
    {
      "rfilename": "recipe-summary.json"
    },
    {
      "rfilename": "release-manifest.json"
    },
    {
      "rfilename": "tensor-allocation/Swift-Qwen3.8-Flash-Next-GSQ-RCO-IQ2_XS.rco-allocation.txt"
    },
    {
      "rfilename": "tensor-allocation/Swift-Qwen3.8-Flash-Next-GSQ-RCO-IQ3_XXS.rco-allocation.txt"
    },
    {
      "rfilename": "tensor-allocation/Swift-Qwen3.8-Flash-Next-GSQ-RCO-Q2_0.rco-allocation.txt"
    },
    {
      "rfilename": "ukisai-banner.png"
    }
  ],
  "tags": [
    "gguf",
    "llama.cpp",
    "qwen3_8",
    "moe",
    "gsq",
    "rco",
    "reasoning",
    "efficient-thinking",
    "token-efficient",
    "post-training",
    "image-text-to-text",
    "arxiv:2604.18556",
    "arxiv:2605.00649",
    "base_model:ukisai/Swift-Qwen3.8-Flash-Next",
    "base_model:quantized:ukisai/Swift-Qwen3.8-Flash-Next",
    "license:other",
    "endpoints_compatible",
    "region:us",
    "imatrix",
    "conversational"
  ]
}
baseukisai/Swift-Qwen3.8-Flash-Next
receipt
Source
GGUF quantisations
Its words
ukisai/Swift-Qwen3.8-Flash-Next
Read by
field:cardData.base_model[]
Said since
2026-09-29 09:50 UTC
Last answered
2026-10-04 18:16 UTC
Original
open at the source
What the source handed over
{
  "_id": "6ab52f8603b03a61f6e814d3",
  "author": "ukisai",
  "cardData": {
    "base_model": "ukisai/Swift-Qwen3.8-Flash-Next",
    "base_model_relation": "quantized",
    "library_name": "gguf",
    "license": "other",
    "license_link": "https://huggingface.co/ukisai/Swift-1.5-Qwen3.8-Flash-Next-GSQ-RCO-GGUF/blob/main/LICENSE",
    "license_name": "swift-open-license-1.0",
    "pipeline_tag": "image-text-to-text",
    "tags": [
      "gguf",
      "llama.cpp",
      "qwen3_8",
      "moe",
      "gsq",
      "rco",
      "reasoning",
      "efficient-thinking",
      "token-efficient",
      "post-training"
    ]
  },
  "createdAt": "2026-09-24T14:11:18.000Z",
  "downloads": 23970,
  "gated": false,
  "id": "ukisai/Swift-1.5-Qwen3.8-Flash-Next-GSQ-RCO-GGUF",
  "lastModified": "2026-09-24T16:16:42.000Z",
  "library_name": "gguf",
  "likes": 54,
  "modelId": "ukisai/Swift-1.5-Qwen3.8-Flash-Next-GSQ-RCO-GGUF",
  "pipeline_tag": "image-text-to-text",
  "private": false,
  "sha": "b22d729eae29b5796f76fb70f91aef549b9fc52c",
  "siblings": [
    {
      "rfilename": ".gitattributes"
    },
    {
      "rfilename": "LICENSE"
    },
    {
      "rfilename": "LICENSE-QWEN"
    },
    {
      "rfilename": "NOTICE"
    },
    {
      "rfilename": "README.md"
    },
    {
      "rfilename": "SHA256SUMS"
    },
    {
      "rfilename": "Swift-Qwen3.8-Flash-Next-GSQ-RCO-IQ2_XS-00001-of-00002.gguf"
    },
    {
      "rfilename": "Swift-Qwen3.8-Flash-Next-GSQ-RCO-IQ2_XS-00002-of-00002.gguf"
    },
    {
      "rfilename": "Swift-Qwen3.8-Flash-Next-GSQ-RCO-IQ3_XXS-00001-of-00002.gguf"
    },
    {
      "rfilename": "Swift-Qwen3.8-Flash-Next-GSQ-RCO-IQ3_XXS-00002-of-00002.gguf"
    },
    {
      "rfilename": "Swift-Qwen3.8-Flash-Next-GSQ-RCO-Q2_0-00001-of-00002.gguf"
    },
    {
      "rfilename": "Swift-Qwen3.8-Flash-Next-GSQ-RCO-Q2_0-00002-of-00002.gguf"
    },
    {
      "rfilename": "evaluation/heldout-kld.tsv"
    },
    {
      "rfilename": "evaluation/report.json"
    },
    {
      "rfilename": "exact-source-recovery/IQ2_XS.exit.json"
    },
    {
      "rfilename": "exact-source-recovery/IQ2_XS.json"
    },
    {
      "rfilename": "exact-source-recovery/IQ2_XS.verification.log"
    },
    {
      "rfilename": "exact-source-recovery/IQ3_XXS.exit.json"
    },
    {
      "rfilename": "exact-source-recovery/IQ3_XXS.json"
    },
    {
      "rfilename": "exact-source-recovery/IQ3_XXS.verification.log"
    },
    {
      "rfilename": "exact-source-recovery/Q2_0.exit.json"
    },
    {
      "rfilename": "exact-source-recovery/Q2_0.json"
    },
    {
      "rfilename": "exact-source-recovery/Q2_0.verification.log"
    },
    {
      "rfilename": "exact-source-recovery/README.md"
    },
    {
      "rfilename": "exact-source-recovery/SHA256SUMS"
    },
    {
      "rfilename": "exact-source-recovery/VERIFIED.json"
    },
    {
      "rfilename": "exact-source-recovery/gguf_shard_recovery.py"
    },
    {
      "rfilename": "imatrix-provenance.json"
    },
    {
      "rfilename": "imatrix-swiftfn-v1mix.gguf"
    },
    {
      "rfilename": "mmproj-Swift-Qwen3.8-Flash-Next-BF16.gguf"
    },
    {
      "rfilename": "recipe-summary.json"
    },
    {
      "rfilename": "release-manifest.json"
    },
    {
      "rfilename": "tensor-allocation/Swift-Qwen3.8-Flash-Next-GSQ-RCO-IQ2_XS.rco-allocation.txt"
    },
    {
      "rfilename": "tensor-allocation/Swift-Qwen3.8-Flash-Next-GSQ-RCO-IQ3_XXS.rco-allocation.txt"
    },
    {
      "rfilename": "tensor-allocation/Swift-Qwen3.8-Flash-Next-GSQ-RCO-Q2_0.rco-allocation.txt"
    },
    {
      "rfilename": "ukisai-banner.png"
    }
  ],
  "tags": [
    "gguf",
    "llama.cpp",
    "qwen3_8",
    "moe",
    "gsq",
    "rco",
    "reasoning",
    "efficient-thinking",
    "token-efficient",
    "post-training",
    "image-text-to-text",
    "arxiv:2604.18556",
    "arxiv:2605.00649",
    "base_model:ukisai/Swift-Qwen3.8-Flash-Next",
    "base_model:quantized:ukisai/Swift-Qwen3.8-Flash-Next",
    "license:other",
    "endpoints_compatible",
    "region:us",
    "imatrix",
    "conversational"
  ]
}
downloads23970
receipt
Source
GGUF quantisations
Its words
23970
Read by
field:downloads
Said since
2026-09-29 09:50 UTC
Last answered
2026-10-04 18:16 UTC
Original
open at the source
What the source handed over
{
  "_id": "6ab52f8603b03a61f6e814d3",
  "author": "ukisai",
  "cardData": {
    "base_model": "ukisai/Swift-Qwen3.8-Flash-Next",
    "base_model_relation": "quantized",
    "library_name": "gguf",
    "license": "other",
    "license_link": "https://huggingface.co/ukisai/Swift-1.5-Qwen3.8-Flash-Next-GSQ-RCO-GGUF/blob/main/LICENSE",
    "license_name": "swift-open-license-1.0",
    "pipeline_tag": "image-text-to-text",
    "tags": [
      "gguf",
      "llama.cpp",
      "qwen3_8",
      "moe",
      "gsq",
      "rco",
      "reasoning",
      "efficient-thinking",
      "token-efficient",
      "post-training"
    ]
  },
  "createdAt": "2026-09-24T14:11:18.000Z",
  "downloads": 23970,
  "gated": false,
  "id": "ukisai/Swift-1.5-Qwen3.8-Flash-Next-GSQ-RCO-GGUF",
  "lastModified": "2026-09-24T16:16:42.000Z",
  "library_name": "gguf",
  "likes": 54,
  "modelId": "ukisai/Swift-1.5-Qwen3.8-Flash-Next-GSQ-RCO-GGUF",
  "pipeline_tag": "image-text-to-text",
  "private": false,
  "sha": "b22d729eae29b5796f76fb70f91aef549b9fc52c",
  "siblings": [
    {
      "rfilename": ".gitattributes"
    },
    {
      "rfilename": "LICENSE"
    },
    {
      "rfilename": "LICENSE-QWEN"
    },
    {
      "rfilename": "NOTICE"
    },
    {
      "rfilename": "README.md"
    },
    {
      "rfilename": "SHA256SUMS"
    },
    {
      "rfilename": "Swift-Qwen3.8-Flash-Next-GSQ-RCO-IQ2_XS-00001-of-00002.gguf"
    },
    {
      "rfilename": "Swift-Qwen3.8-Flash-Next-GSQ-RCO-IQ2_XS-00002-of-00002.gguf"
    },
    {
      "rfilename": "Swift-Qwen3.8-Flash-Next-GSQ-RCO-IQ3_XXS-00001-of-00002.gguf"
    },
    {
      "rfilename": "Swift-Qwen3.8-Flash-Next-GSQ-RCO-IQ3_XXS-00002-of-00002.gguf"
    },
    {
      "rfilename": "Swift-Qwen3.8-Flash-Next-GSQ-RCO-Q2_0-00001-of-00002.gguf"
    },
    {
      "rfilename": "Swift-Qwen3.8-Flash-Next-GSQ-RCO-Q2_0-00002-of-00002.gguf"
    },
    {
      "rfilename": "evaluation/heldout-kld.tsv"
    },
    {
      "rfilename": "evaluation/report.json"
    },
    {
      "rfilename": "exact-source-recovery/IQ2_XS.exit.json"
    },
    {
      "rfilename": "exact-source-recovery/IQ2_XS.json"
    },
    {
      "rfilename": "exact-source-recovery/IQ2_XS.verification.log"
    },
    {
      "rfilename": "exact-source-recovery/IQ3_XXS.exit.json"
    },
    {
      "rfilename": "exact-source-recovery/IQ3_XXS.json"
    },
    {
      "rfilename": "exact-source-recovery/IQ3_XXS.verification.log"
    },
    {
      "rfilename": "exact-source-recovery/Q2_0.exit.json"
    },
    {
      "rfilename": "exact-source-recovery/Q2_0.json"
    },
    {
      "rfilename": "exact-source-recovery/Q2_0.verification.log"
    },
    {
      "rfilename": "exact-source-recovery/README.md"
    },
    {
      "rfilename": "exact-source-recovery/SHA256SUMS"
    },
    {
      "rfilename": "exact-source-recovery/VERIFIED.json"
    },
    {
      "rfilename": "exact-source-recovery/gguf_shard_recovery.py"
    },
    {
      "rfilename": "imatrix-provenance.json"
    },
    {
      "rfilename": "imatrix-swiftfn-v1mix.gguf"
    },
    {
      "rfilename": "mmproj-Swift-Qwen3.8-Flash-Next-BF16.gguf"
    },
    {
      "rfilename": "recipe-summary.json"
    },
    {
      "rfilename": "release-manifest.json"
    },
    {
      "rfilename": "tensor-allocation/Swift-Qwen3.8-Flash-Next-GSQ-RCO-IQ2_XS.rco-allocation.txt"
    },
    {
      "rfilename": "tensor-allocation/Swift-Qwen3.8-Flash-Next-GSQ-RCO-IQ3_XXS.rco-allocation.txt"
    },
    {
      "rfilename": "tensor-allocation/Swift-Qwen3.8-Flash-Next-GSQ-RCO-Q2_0.rco-allocation.txt"
    },
    {
      "rfilename": "ukisai-banner.png"
    }
  ],
  "tags": [
    "gguf",
    "llama.cpp",
    "qwen3_8",
    "moe",
    "gsq",
    "rco",
    "reasoning",
    "efficient-thinking",
    "token-efficient",
    "post-training",
    "image-text-to-text",
    "arxiv:2604.18556",
    "arxiv:2605.00649",
    "base_model:ukisai/Swift-Qwen3.8-Flash-Next",
    "base_model:quantized:ukisai/Swift-Qwen3.8-Flash-Next",
    "license:other",
    "endpoints_compatible",
    "region:us",
    "imatrix",
    "conversational"
  ]
}
licenceother
receipt
Source
GGUF quantisations
Its words
other
Read by
field:cardData.license
Said since
2026-09-29 09:50 UTC
Last answered
2026-10-04 18:16 UTC
Original
open at the source
What the source handed over
{
  "_id": "6ab52f8603b03a61f6e814d3",
  "author": "ukisai",
  "cardData": {
    "base_model": "ukisai/Swift-Qwen3.8-Flash-Next",
    "base_model_relation": "quantized",
    "library_name": "gguf",
    "license": "other",
    "license_link": "https://huggingface.co/ukisai/Swift-1.5-Qwen3.8-Flash-Next-GSQ-RCO-GGUF/blob/main/LICENSE",
    "license_name": "swift-open-license-1.0",
    "pipeline_tag": "image-text-to-text",
    "tags": [
      "gguf",
      "llama.cpp",
      "qwen3_8",
      "moe",
      "gsq",
      "rco",
      "reasoning",
      "efficient-thinking",
      "token-efficient",
      "post-training"
    ]
  },
  "createdAt": "2026-09-24T14:11:18.000Z",
  "downloads": 23970,
  "gated": false,
  "id": "ukisai/Swift-1.5-Qwen3.8-Flash-Next-GSQ-RCO-GGUF",
  "lastModified": "2026-09-24T16:16:42.000Z",
  "library_name": "gguf",
  "likes": 54,
  "modelId": "ukisai/Swift-1.5-Qwen3.8-Flash-Next-GSQ-RCO-GGUF",
  "pipeline_tag": "image-text-to-text",
  "private": false,
  "sha": "b22d729eae29b5796f76fb70f91aef549b9fc52c",
  "siblings": [
    {
      "rfilename": ".gitattributes"
    },
    {
      "rfilename": "LICENSE"
    },
    {
      "rfilename": "LICENSE-QWEN"
    },
    {
      "rfilename": "NOTICE"
    },
    {
      "rfilename": "README.md"
    },
    {
      "rfilename": "SHA256SUMS"
    },
    {
      "rfilename": "Swift-Qwen3.8-Flash-Next-GSQ-RCO-IQ2_XS-00001-of-00002.gguf"
    },
    {
      "rfilename": "Swift-Qwen3.8-Flash-Next-GSQ-RCO-IQ2_XS-00002-of-00002.gguf"
    },
    {
      "rfilename": "Swift-Qwen3.8-Flash-Next-GSQ-RCO-IQ3_XXS-00001-of-00002.gguf"
    },
    {
      "rfilename": "Swift-Qwen3.8-Flash-Next-GSQ-RCO-IQ3_XXS-00002-of-00002.gguf"
    },
    {
      "rfilename": "Swift-Qwen3.8-Flash-Next-GSQ-RCO-Q2_0-00001-of-00002.gguf"
    },
    {
      "rfilename": "Swift-Qwen3.8-Flash-Next-GSQ-RCO-Q2_0-00002-of-00002.gguf"
    },
    {
      "rfilename": "evaluation/heldout-kld.tsv"
    },
    {
      "rfilename": "evaluation/report.json"
    },
    {
      "rfilename": "exact-source-recovery/IQ2_XS.exit.json"
    },
    {
      "rfilename": "exact-source-recovery/IQ2_XS.json"
    },
    {
      "rfilename": "exact-source-recovery/IQ2_XS.verification.log"
    },
    {
      "rfilename": "exact-source-recovery/IQ3_XXS.exit.json"
    },
    {
      "rfilename": "exact-source-recovery/IQ3_XXS.json"
    },
    {
      "rfilename": "exact-source-recovery/IQ3_XXS.verification.log"
    },
    {
      "rfilename": "exact-source-recovery/Q2_0.exit.json"
    },
    {
      "rfilename": "exact-source-recovery/Q2_0.json"
    },
    {
      "rfilename": "exact-source-recovery/Q2_0.verification.log"
    },
    {
      "rfilename": "exact-source-recovery/README.md"
    },
    {
      "rfilename": "exact-source-recovery/SHA256SUMS"
    },
    {
      "rfilename": "exact-source-recovery/VERIFIED.json"
    },
    {
      "rfilename": "exact-source-recovery/gguf_shard_recovery.py"
    },
    {
      "rfilename": "imatrix-provenance.json"
    },
    {
      "rfilename": "imatrix-swiftfn-v1mix.gguf"
    },
    {
      "rfilename": "mmproj-Swift-Qwen3.8-Flash-Next-BF16.gguf"
    },
    {
      "rfilename": "recipe-summary.json"
    },
    {
      "rfilename": "release-manifest.json"
    },
    {
      "rfilename": "tensor-allocation/Swift-Qwen3.8-Flash-Next-GSQ-RCO-IQ2_XS.rco-allocation.txt"
    },
    {
      "rfilename": "tensor-allocation/Swift-Qwen3.8-Flash-Next-GSQ-RCO-IQ3_XXS.rco-allocation.txt"
    },
    {
      "rfilename": "tensor-allocation/Swift-Qwen3.8-Flash-Next-GSQ-RCO-Q2_0.rco-allocation.txt"
    },
    {
      "rfilename": "ukisai-banner.png"
    }
  ],
  "tags": [
    "gguf",
    "llama.cpp",
    "qwen3_8",
    "moe",
    "gsq",
    "rco",
    "reasoning",
    "efficient-thinking",
    "token-efficient",
    "post-training",
    "image-text-to-text",
    "arxiv:2604.18556",
    "arxiv:2605.00649",
    "base_model:ukisai/Swift-Qwen3.8-Flash-Next",
    "base_model:quantized:ukisai/Swift-Qwen3.8-Flash-Next",
    "license:other",
    "endpoints_compatible",
    "region:us",
    "imatrix",
    "conversational"
  ]
}
likes54
receipt
Source
GGUF quantisations
Its words
54
Read by
field:likes
Said since
2026-09-29 09:50 UTC
Last answered
2026-10-04 18:16 UTC
Original
open at the source
What the source handed over
{
  "_id": "6ab52f8603b03a61f6e814d3",
  "author": "ukisai",
  "cardData": {
    "base_model": "ukisai/Swift-Qwen3.8-Flash-Next",
    "base_model_relation": "quantized",
    "library_name": "gguf",
    "license": "other",
    "license_link": "https://huggingface.co/ukisai/Swift-1.5-Qwen3.8-Flash-Next-GSQ-RCO-GGUF/blob/main/LICENSE",
    "license_name": "swift-open-license-1.0",
    "pipeline_tag": "image-text-to-text",
    "tags": [
      "gguf",
      "llama.cpp",
      "qwen3_8",
      "moe",
      "gsq",
      "rco",
      "reasoning",
      "efficient-thinking",
      "token-efficient",
      "post-training"
    ]
  },
  "createdAt": "2026-09-24T14:11:18.000Z",
  "downloads": 23970,
  "gated": false,
  "id": "ukisai/Swift-1.5-Qwen3.8-Flash-Next-GSQ-RCO-GGUF",
  "lastModified": "2026-09-24T16:16:42.000Z",
  "library_name": "gguf",
  "likes": 54,
  "modelId": "ukisai/Swift-1.5-Qwen3.8-Flash-Next-GSQ-RCO-GGUF",
  "pipeline_tag": "image-text-to-text",
  "private": false,
  "sha": "b22d729eae29b5796f76fb70f91aef549b9fc52c",
  "siblings": [
    {
      "rfilename": ".gitattributes"
    },
    {
      "rfilename": "LICENSE"
    },
    {
      "rfilename": "LICENSE-QWEN"
    },
    {
      "rfilename": "NOTICE"
    },
    {
      "rfilename": "README.md"
    },
    {
      "rfilename": "SHA256SUMS"
    },
    {
      "rfilename": "Swift-Qwen3.8-Flash-Next-GSQ-RCO-IQ2_XS-00001-of-00002.gguf"
    },
    {
      "rfilename": "Swift-Qwen3.8-Flash-Next-GSQ-RCO-IQ2_XS-00002-of-00002.gguf"
    },
    {
      "rfilename": "Swift-Qwen3.8-Flash-Next-GSQ-RCO-IQ3_XXS-00001-of-00002.gguf"
    },
    {
      "rfilename": "Swift-Qwen3.8-Flash-Next-GSQ-RCO-IQ3_XXS-00002-of-00002.gguf"
    },
    {
      "rfilename": "Swift-Qwen3.8-Flash-Next-GSQ-RCO-Q2_0-00001-of-00002.gguf"
    },
    {
      "rfilename": "Swift-Qwen3.8-Flash-Next-GSQ-RCO-Q2_0-00002-of-00002.gguf"
    },
    {
      "rfilename": "evaluation/heldout-kld.tsv"
    },
    {
      "rfilename": "evaluation/report.json"
    },
    {
      "rfilename": "exact-source-recovery/IQ2_XS.exit.json"
    },
    {
      "rfilename": "exact-source-recovery/IQ2_XS.json"
    },
    {
      "rfilename": "exact-source-recovery/IQ2_XS.verification.log"
    },
    {
      "rfilename": "exact-source-recovery/IQ3_XXS.exit.json"
    },
    {
      "rfilename": "exact-source-recovery/IQ3_XXS.json"
    },
    {
      "rfilename": "exact-source-recovery/IQ3_XXS.verification.log"
    },
    {
      "rfilename": "exact-source-recovery/Q2_0.exit.json"
    },
    {
      "rfilename": "exact-source-recovery/Q2_0.json"
    },
    {
      "rfilename": "exact-source-recovery/Q2_0.verification.log"
    },
    {
      "rfilename": "exact-source-recovery/README.md"
    },
    {
      "rfilename": "exact-source-recovery/SHA256SUMS"
    },
    {
      "rfilename": "exact-source-recovery/VERIFIED.json"
    },
    {
      "rfilename": "exact-source-recovery/gguf_shard_recovery.py"
    },
    {
      "rfilename": "imatrix-provenance.json"
    },
    {
      "rfilename": "imatrix-swiftfn-v1mix.gguf"
    },
    {
      "rfilename": "mmproj-Swift-Qwen3.8-Flash-Next-BF16.gguf"
    },
    {
      "rfilename": "recipe-summary.json"
    },
    {
      "rfilename": "release-manifest.json"
    },
    {
      "rfilename": "tensor-allocation/Swift-Qwen3.8-Flash-Next-GSQ-RCO-IQ2_XS.rco-allocation.txt"
    },
    {
      "rfilename": "tensor-allocation/Swift-Qwen3.8-Flash-Next-GSQ-RCO-IQ3_XXS.rco-allocation.txt"
    },
    {
      "rfilename": "tensor-allocation/Swift-Qwen3.8-Flash-Next-GSQ-RCO-Q2_0.rco-allocation.txt"
    },
    {
      "rfilename": "ukisai-banner.png"
    }
  ],
  "tags": [
    "gguf",
    "llama.cpp",
    "qwen3_8",
    "moe",
    "gsq",
    "rco",
    "reasoning",
    "efficient-thinking",
    "token-efficient",
    "post-training",
    "image-text-to-text",
    "arxiv:2604.18556",
    "arxiv:2605.00649",
    "base_model:ukisai/Swift-Qwen3.8-Flash-Next",
    "base_model:quantized:ukisai/Swift-Qwen3.8-Flash-Next",
    "license:other",
    "endpoints_compatible",
    "region:us",
    "imatrix",
    "conversational"
  ]
}

Text

This source's terms allow its title, its values and a link here, not its text. It is at https://huggingface.co/ukisai/Swift-1.5-Qwen3.8-Flash-Next-GSQ-RCO-GGUF.