chaoliangUNSW/Jev-Style-2B-Decision-v3-GGUF

zetlyn/models-gguf quantisation gguf chaoliangUNSW/Jev-Style-2B-Decision-v3-GGUF hf chaoliangUNSW/Jev-Style-2B-Decision-v3 known 2026-09-27

https://huggingface.co/chaoliangUNSW/Jev-Style-2B-Decision-v3-GGUF

Properties

authorchaoliangUNSW
receipt
Source
GGUF quantisations
Its words
chaoliangUNSW
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": "6ab8809d0e32dd23e03bded1",
  "author": "chaoliangUNSW",
  "cardData": {
    "base_model": "chaoliangUNSW/Jev-Style-2B-Decision-v3",
    "base_model_relation": "quantized",
    "library_name": "gguf",
    "license": "apache-2.0",
    "pipeline_tag": "text-classification",
    "tags": [
      "decision-model",
      "decision-making",
      "jev-style",
      "system-one",
      "calibration",
      "long-context",
      "qwen3.5",
      "gguf",
      "llama.cpp",
      "on-device",
      "llm-routing",
      "guardrails"
    ]
  },
  "createdAt": "2026-09-27T02:34:05.000Z",
  "downloads": 1266,
  "gated": false,
  "id": "chaoliangUNSW/Jev-Style-2B-Decision-v3-GGUF",
  "lastModified": "2026-09-27T03:55:47.000Z",
  "library_name": "gguf",
  "likes": 6,
  "modelId": "chaoliangUNSW/Jev-Style-2B-Decision-v3-GGUF",
  "pipeline_tag": "text-classification",
  "private": false,
  "sha": "78b1352e9b8132987f6f6744dc2d3f57947f5357",
  "siblings": [
    {
      "rfilename": ".gitattributes"
    },
    {
      "rfilename": "Jev-Style-2B-Decision-v3-F16.gguf"
    },
    {
      "rfilename": "Jev-Style-2B-Decision-v3-Q4_K_M.gguf"
    },
    {
      "rfilename": "Jev-Style-2B-Decision-v3-Q8_0.gguf"
    },
    {
      "rfilename": "LICENSE"
    },
    {
      "rfilename": "NOTICE"
    },
    {
      "rfilename": "README.md"
    },
    {
      "rfilename": "build_jev_score.sh"
    },
    {
      "rfilename": "figures/banner.data.json"
    },
    {
      "rfilename": "figures/banner.png"
    },
    {
      "rfilename": "figures/jevbench.data.json"
    },
    {
      "rfilename": "figures/jevbench.png"
    },
    {
      "rfilename": "figures/jevbench.svg"
    },
    {
      "rfilename": "figures/zeroshot.data.json"
    },
    {
      "rfilename": "figures/zeroshot.png"
    },
    {
      "rfilename": "figures/zeroshot.svg"
    },
    {
      "rfilename": "jev_score_v2.cpp"
    },
    {
      "rfilename": "jev_style_decision_gguf.py"
    },
    {
      "rfilename": "manifest.json"
    },
    {
      "rfilename": "readout_config.json"
    },
    {
      "rfilename": "release_config.json"
    },
    {
      "rfilename": "requirements.txt"
    },
    {
      "rfilename": "tokenizer/tokenizer.json"
    },
    {
      "rfilename": "tokenizer/tokenizer_config.json"
    },
    {
      "rfilename": "validation/SOURCES.json"
    },
    {
      "rfilename": "validation/benchmarks/contamination.json"
    },
    {
      "rfilename": "validation/benchmarks/jevbench_v1.4.1_results.json"
    },
    {
      "rfilename": "validation/benchmarks/jevbench_v1.4.1_results.md"
    },
    {
      "rfilename": "validation/benchmarks/zeroshot_comparison.md"
    },
    {
      "rfilename": "validation/benchmarks/zeroshot_metrics.json"
    },
    {
      "rfilename": "validation/latency_2b.json"
    },
    {
      "rfilename": "validation/parity/PREDECLARED_RELEASE_GATES_2B.md"
    },
    {
      "rfilename": "validation/parity/compare_gguf_f16_base_vs_block.json"
    },
    {
      "rfilename": "validation/parity/compare_gguf_f16_gate_vs_block.json"
    },
    {
      "rfilename": "validation/parity/compare_gguf_q4_k_m_base_vs_block.json"
    },
    {
      "rfilename": "validation/parity/compare_gguf_q4_k_m_gate_vs_block.json"
    },
    {
      "rfilename": "validation/parity/compare_gguf_q8_0_base_vs_block.json"
    },
    {
      "rfilename": "validation/parity/compare_gguf_q8_0_gate_vs_block.json"
    },
    {
      "rfilename": "validation/parity/cross_format_dp.json"
    },
    {
      "rfilename": "validation/runtime/render_check.json"
    },
    {
      "rfilename": "validation/runtime/reverify_gguf.json"
    },
    {
      "rfilename": "validation/runtime/runtime_parity_gguf.json"
    }
  ],
  "tags": [
    "gguf",
    "decision-model",
    "decision-making",
    "jev-style",
    "system-one",
    "calibration",
    "long-context",
    "qwen3.5",
    "llama.cpp",
    "on-device",
    "llm-routing",
    "guardrails",
    "text-classification",
    "base_model:chaoliangUNSW/Jev-Style-2B-Decision-v3",
    "base_model:quantized:chaoliangUNSW/Jev-Style-2B-Decision-v3",
    "license:apache-2.0",
    "endpoints_compatible",
    "region:us",
    "conversational"
  ]
}
basechaoliangUNSW/Jev-Style-2B-Decision-v3
receipt
Source
GGUF quantisations
Its words
chaoliangUNSW/Jev-Style-2B-Decision-v3
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": "6ab8809d0e32dd23e03bded1",
  "author": "chaoliangUNSW",
  "cardData": {
    "base_model": "chaoliangUNSW/Jev-Style-2B-Decision-v3",
    "base_model_relation": "quantized",
    "library_name": "gguf",
    "license": "apache-2.0",
    "pipeline_tag": "text-classification",
    "tags": [
      "decision-model",
      "decision-making",
      "jev-style",
      "system-one",
      "calibration",
      "long-context",
      "qwen3.5",
      "gguf",
      "llama.cpp",
      "on-device",
      "llm-routing",
      "guardrails"
    ]
  },
  "createdAt": "2026-09-27T02:34:05.000Z",
  "downloads": 1266,
  "gated": false,
  "id": "chaoliangUNSW/Jev-Style-2B-Decision-v3-GGUF",
  "lastModified": "2026-09-27T03:55:47.000Z",
  "library_name": "gguf",
  "likes": 6,
  "modelId": "chaoliangUNSW/Jev-Style-2B-Decision-v3-GGUF",
  "pipeline_tag": "text-classification",
  "private": false,
  "sha": "78b1352e9b8132987f6f6744dc2d3f57947f5357",
  "siblings": [
    {
      "rfilename": ".gitattributes"
    },
    {
      "rfilename": "Jev-Style-2B-Decision-v3-F16.gguf"
    },
    {
      "rfilename": "Jev-Style-2B-Decision-v3-Q4_K_M.gguf"
    },
    {
      "rfilename": "Jev-Style-2B-Decision-v3-Q8_0.gguf"
    },
    {
      "rfilename": "LICENSE"
    },
    {
      "rfilename": "NOTICE"
    },
    {
      "rfilename": "README.md"
    },
    {
      "rfilename": "build_jev_score.sh"
    },
    {
      "rfilename": "figures/banner.data.json"
    },
    {
      "rfilename": "figures/banner.png"
    },
    {
      "rfilename": "figures/jevbench.data.json"
    },
    {
      "rfilename": "figures/jevbench.png"
    },
    {
      "rfilename": "figures/jevbench.svg"
    },
    {
      "rfilename": "figures/zeroshot.data.json"
    },
    {
      "rfilename": "figures/zeroshot.png"
    },
    {
      "rfilename": "figures/zeroshot.svg"
    },
    {
      "rfilename": "jev_score_v2.cpp"
    },
    {
      "rfilename": "jev_style_decision_gguf.py"
    },
    {
      "rfilename": "manifest.json"
    },
    {
      "rfilename": "readout_config.json"
    },
    {
      "rfilename": "release_config.json"
    },
    {
      "rfilename": "requirements.txt"
    },
    {
      "rfilename": "tokenizer/tokenizer.json"
    },
    {
      "rfilename": "tokenizer/tokenizer_config.json"
    },
    {
      "rfilename": "validation/SOURCES.json"
    },
    {
      "rfilename": "validation/benchmarks/contamination.json"
    },
    {
      "rfilename": "validation/benchmarks/jevbench_v1.4.1_results.json"
    },
    {
      "rfilename": "validation/benchmarks/jevbench_v1.4.1_results.md"
    },
    {
      "rfilename": "validation/benchmarks/zeroshot_comparison.md"
    },
    {
      "rfilename": "validation/benchmarks/zeroshot_metrics.json"
    },
    {
      "rfilename": "validation/latency_2b.json"
    },
    {
      "rfilename": "validation/parity/PREDECLARED_RELEASE_GATES_2B.md"
    },
    {
      "rfilename": "validation/parity/compare_gguf_f16_base_vs_block.json"
    },
    {
      "rfilename": "validation/parity/compare_gguf_f16_gate_vs_block.json"
    },
    {
      "rfilename": "validation/parity/compare_gguf_q4_k_m_base_vs_block.json"
    },
    {
      "rfilename": "validation/parity/compare_gguf_q4_k_m_gate_vs_block.json"
    },
    {
      "rfilename": "validation/parity/compare_gguf_q8_0_base_vs_block.json"
    },
    {
      "rfilename": "validation/parity/compare_gguf_q8_0_gate_vs_block.json"
    },
    {
      "rfilename": "validation/parity/cross_format_dp.json"
    },
    {
      "rfilename": "validation/runtime/render_check.json"
    },
    {
      "rfilename": "validation/runtime/reverify_gguf.json"
    },
    {
      "rfilename": "validation/runtime/runtime_parity_gguf.json"
    }
  ],
  "tags": [
    "gguf",
    "decision-model",
    "decision-making",
    "jev-style",
    "system-one",
    "calibration",
    "long-context",
    "qwen3.5",
    "llama.cpp",
    "on-device",
    "llm-routing",
    "guardrails",
    "text-classification",
    "base_model:chaoliangUNSW/Jev-Style-2B-Decision-v3",
    "base_model:quantized:chaoliangUNSW/Jev-Style-2B-Decision-v3",
    "license:apache-2.0",
    "endpoints_compatible",
    "region:us",
    "conversational"
  ]
}
downloads1266
receipt
Source
GGUF quantisations
Its words
1266
Read by
field:downloads
Said since
2026-10-03 12:09 UTC
Last answered
2026-10-04 18:16 UTC
Original
open at the source
2026-10-03 12:09 UTC1266
2026-10-02 12:01 UTC1067
2026-09-29 09:50 UTC330
What the source handed over
{
  "_id": "6ab8809d0e32dd23e03bded1",
  "author": "chaoliangUNSW",
  "cardData": {
    "base_model": "chaoliangUNSW/Jev-Style-2B-Decision-v3",
    "base_model_relation": "quantized",
    "library_name": "gguf",
    "license": "apache-2.0",
    "pipeline_tag": "text-classification",
    "tags": [
      "decision-model",
      "decision-making",
      "jev-style",
      "system-one",
      "calibration",
      "long-context",
      "qwen3.5",
      "gguf",
      "llama.cpp",
      "on-device",
      "llm-routing",
      "guardrails"
    ]
  },
  "createdAt": "2026-09-27T02:34:05.000Z",
  "downloads": 1266,
  "gated": false,
  "id": "chaoliangUNSW/Jev-Style-2B-Decision-v3-GGUF",
  "lastModified": "2026-09-27T03:55:47.000Z",
  "library_name": "gguf",
  "likes": 6,
  "modelId": "chaoliangUNSW/Jev-Style-2B-Decision-v3-GGUF",
  "pipeline_tag": "text-classification",
  "private": false,
  "sha": "78b1352e9b8132987f6f6744dc2d3f57947f5357",
  "siblings": [
    {
      "rfilename": ".gitattributes"
    },
    {
      "rfilename": "Jev-Style-2B-Decision-v3-F16.gguf"
    },
    {
      "rfilename": "Jev-Style-2B-Decision-v3-Q4_K_M.gguf"
    },
    {
      "rfilename": "Jev-Style-2B-Decision-v3-Q8_0.gguf"
    },
    {
      "rfilename": "LICENSE"
    },
    {
      "rfilename": "NOTICE"
    },
    {
      "rfilename": "README.md"
    },
    {
      "rfilename": "build_jev_score.sh"
    },
    {
      "rfilename": "figures/banner.data.json"
    },
    {
      "rfilename": "figures/banner.png"
    },
    {
      "rfilename": "figures/jevbench.data.json"
    },
    {
      "rfilename": "figures/jevbench.png"
    },
    {
      "rfilename": "figures/jevbench.svg"
    },
    {
      "rfilename": "figures/zeroshot.data.json"
    },
    {
      "rfilename": "figures/zeroshot.png"
    },
    {
      "rfilename": "figures/zeroshot.svg"
    },
    {
      "rfilename": "jev_score_v2.cpp"
    },
    {
      "rfilename": "jev_style_decision_gguf.py"
    },
    {
      "rfilename": "manifest.json"
    },
    {
      "rfilename": "readout_config.json"
    },
    {
      "rfilename": "release_config.json"
    },
    {
      "rfilename": "requirements.txt"
    },
    {
      "rfilename": "tokenizer/tokenizer.json"
    },
    {
      "rfilename": "tokenizer/tokenizer_config.json"
    },
    {
      "rfilename": "validation/SOURCES.json"
    },
    {
      "rfilename": "validation/benchmarks/contamination.json"
    },
    {
      "rfilename": "validation/benchmarks/jevbench_v1.4.1_results.json"
    },
    {
      "rfilename": "validation/benchmarks/jevbench_v1.4.1_results.md"
    },
    {
      "rfilename": "validation/benchmarks/zeroshot_comparison.md"
    },
    {
      "rfilename": "validation/benchmarks/zeroshot_metrics.json"
    },
    {
      "rfilename": "validation/latency_2b.json"
    },
    {
      "rfilename": "validation/parity/PREDECLARED_RELEASE_GATES_2B.md"
    },
    {
      "rfilename": "validation/parity/compare_gguf_f16_base_vs_block.json"
    },
    {
      "rfilename": "validation/parity/compare_gguf_f16_gate_vs_block.json"
    },
    {
      "rfilename": "validation/parity/compare_gguf_q4_k_m_base_vs_block.json"
    },
    {
      "rfilename": "validation/parity/compare_gguf_q4_k_m_gate_vs_block.json"
    },
    {
      "rfilename": "validation/parity/compare_gguf_q8_0_base_vs_block.json"
    },
    {
      "rfilename": "validation/parity/compare_gguf_q8_0_gate_vs_block.json"
    },
    {
      "rfilename": "validation/parity/cross_format_dp.json"
    },
    {
      "rfilename": "validation/runtime/render_check.json"
    },
    {
      "rfilename": "validation/runtime/reverify_gguf.json"
    },
    {
      "rfilename": "validation/runtime/runtime_parity_gguf.json"
    }
  ],
  "tags": [
    "gguf",
    "decision-model",
    "decision-making",
    "jev-style",
    "system-one",
    "calibration",
    "long-context",
    "qwen3.5",
    "llama.cpp",
    "on-device",
    "llm-routing",
    "guardrails",
    "text-classification",
    "base_model:chaoliangUNSW/Jev-Style-2B-Decision-v3",
    "base_model:quantized:chaoliangUNSW/Jev-Style-2B-Decision-v3",
    "license:apache-2.0",
    "endpoints_compatible",
    "region:us",
    "conversational"
  ]
}
licenceapache-2.0
receipt
Source
GGUF quantisations
Its words
apache-2.0
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": "6ab8809d0e32dd23e03bded1",
  "author": "chaoliangUNSW",
  "cardData": {
    "base_model": "chaoliangUNSW/Jev-Style-2B-Decision-v3",
    "base_model_relation": "quantized",
    "library_name": "gguf",
    "license": "apache-2.0",
    "pipeline_tag": "text-classification",
    "tags": [
      "decision-model",
      "decision-making",
      "jev-style",
      "system-one",
      "calibration",
      "long-context",
      "qwen3.5",
      "gguf",
      "llama.cpp",
      "on-device",
      "llm-routing",
      "guardrails"
    ]
  },
  "createdAt": "2026-09-27T02:34:05.000Z",
  "downloads": 1266,
  "gated": false,
  "id": "chaoliangUNSW/Jev-Style-2B-Decision-v3-GGUF",
  "lastModified": "2026-09-27T03:55:47.000Z",
  "library_name": "gguf",
  "likes": 6,
  "modelId": "chaoliangUNSW/Jev-Style-2B-Decision-v3-GGUF",
  "pipeline_tag": "text-classification",
  "private": false,
  "sha": "78b1352e9b8132987f6f6744dc2d3f57947f5357",
  "siblings": [
    {
      "rfilename": ".gitattributes"
    },
    {
      "rfilename": "Jev-Style-2B-Decision-v3-F16.gguf"
    },
    {
      "rfilename": "Jev-Style-2B-Decision-v3-Q4_K_M.gguf"
    },
    {
      "rfilename": "Jev-Style-2B-Decision-v3-Q8_0.gguf"
    },
    {
      "rfilename": "LICENSE"
    },
    {
      "rfilename": "NOTICE"
    },
    {
      "rfilename": "README.md"
    },
    {
      "rfilename": "build_jev_score.sh"
    },
    {
      "rfilename": "figures/banner.data.json"
    },
    {
      "rfilename": "figures/banner.png"
    },
    {
      "rfilename": "figures/jevbench.data.json"
    },
    {
      "rfilename": "figures/jevbench.png"
    },
    {
      "rfilename": "figures/jevbench.svg"
    },
    {
      "rfilename": "figures/zeroshot.data.json"
    },
    {
      "rfilename": "figures/zeroshot.png"
    },
    {
      "rfilename": "figures/zeroshot.svg"
    },
    {
      "rfilename": "jev_score_v2.cpp"
    },
    {
      "rfilename": "jev_style_decision_gguf.py"
    },
    {
      "rfilename": "manifest.json"
    },
    {
      "rfilename": "readout_config.json"
    },
    {
      "rfilename": "release_config.json"
    },
    {
      "rfilename": "requirements.txt"
    },
    {
      "rfilename": "tokenizer/tokenizer.json"
    },
    {
      "rfilename": "tokenizer/tokenizer_config.json"
    },
    {
      "rfilename": "validation/SOURCES.json"
    },
    {
      "rfilename": "validation/benchmarks/contamination.json"
    },
    {
      "rfilename": "validation/benchmarks/jevbench_v1.4.1_results.json"
    },
    {
      "rfilename": "validation/benchmarks/jevbench_v1.4.1_results.md"
    },
    {
      "rfilename": "validation/benchmarks/zeroshot_comparison.md"
    },
    {
      "rfilename": "validation/benchmarks/zeroshot_metrics.json"
    },
    {
      "rfilename": "validation/latency_2b.json"
    },
    {
      "rfilename": "validation/parity/PREDECLARED_RELEASE_GATES_2B.md"
    },
    {
      "rfilename": "validation/parity/compare_gguf_f16_base_vs_block.json"
    },
    {
      "rfilename": "validation/parity/compare_gguf_f16_gate_vs_block.json"
    },
    {
      "rfilename": "validation/parity/compare_gguf_q4_k_m_base_vs_block.json"
    },
    {
      "rfilename": "validation/parity/compare_gguf_q4_k_m_gate_vs_block.json"
    },
    {
      "rfilename": "validation/parity/compare_gguf_q8_0_base_vs_block.json"
    },
    {
      "rfilename": "validation/parity/compare_gguf_q8_0_gate_vs_block.json"
    },
    {
      "rfilename": "validation/parity/cross_format_dp.json"
    },
    {
      "rfilename": "validation/runtime/render_check.json"
    },
    {
      "rfilename": "validation/runtime/reverify_gguf.json"
    },
    {
      "rfilename": "validation/runtime/runtime_parity_gguf.json"
    }
  ],
  "tags": [
    "gguf",
    "decision-model",
    "decision-making",
    "jev-style",
    "system-one",
    "calibration",
    "long-context",
    "qwen3.5",
    "llama.cpp",
    "on-device",
    "llm-routing",
    "guardrails",
    "text-classification",
    "base_model:chaoliangUNSW/Jev-Style-2B-Decision-v3",
    "base_model:quantized:chaoliangUNSW/Jev-Style-2B-Decision-v3",
    "license:apache-2.0",
    "endpoints_compatible",
    "region:us",
    "conversational"
  ]
}
likes6
receipt
Source
GGUF quantisations
Its words
6
Read by
field:likes
Said since
2026-10-04 06:13 UTC
Last answered
2026-10-04 18:16 UTC
Original
open at the source
2026-10-04 06:13 UTC6
2026-10-02 12:01 UTC5
2026-09-29 09:50 UTC4
What the source handed over
{
  "_id": "6ab8809d0e32dd23e03bded1",
  "author": "chaoliangUNSW",
  "cardData": {
    "base_model": "chaoliangUNSW/Jev-Style-2B-Decision-v3",
    "base_model_relation": "quantized",
    "library_name": "gguf",
    "license": "apache-2.0",
    "pipeline_tag": "text-classification",
    "tags": [
      "decision-model",
      "decision-making",
      "jev-style",
      "system-one",
      "calibration",
      "long-context",
      "qwen3.5",
      "gguf",
      "llama.cpp",
      "on-device",
      "llm-routing",
      "guardrails"
    ]
  },
  "createdAt": "2026-09-27T02:34:05.000Z",
  "downloads": 1266,
  "gated": false,
  "id": "chaoliangUNSW/Jev-Style-2B-Decision-v3-GGUF",
  "lastModified": "2026-09-27T03:55:47.000Z",
  "library_name": "gguf",
  "likes": 6,
  "modelId": "chaoliangUNSW/Jev-Style-2B-Decision-v3-GGUF",
  "pipeline_tag": "text-classification",
  "private": false,
  "sha": "78b1352e9b8132987f6f6744dc2d3f57947f5357",
  "siblings": [
    {
      "rfilename": ".gitattributes"
    },
    {
      "rfilename": "Jev-Style-2B-Decision-v3-F16.gguf"
    },
    {
      "rfilename": "Jev-Style-2B-Decision-v3-Q4_K_M.gguf"
    },
    {
      "rfilename": "Jev-Style-2B-Decision-v3-Q8_0.gguf"
    },
    {
      "rfilename": "LICENSE"
    },
    {
      "rfilename": "NOTICE"
    },
    {
      "rfilename": "README.md"
    },
    {
      "rfilename": "build_jev_score.sh"
    },
    {
      "rfilename": "figures/banner.data.json"
    },
    {
      "rfilename": "figures/banner.png"
    },
    {
      "rfilename": "figures/jevbench.data.json"
    },
    {
      "rfilename": "figures/jevbench.png"
    },
    {
      "rfilename": "figures/jevbench.svg"
    },
    {
      "rfilename": "figures/zeroshot.data.json"
    },
    {
      "rfilename": "figures/zeroshot.png"
    },
    {
      "rfilename": "figures/zeroshot.svg"
    },
    {
      "rfilename": "jev_score_v2.cpp"
    },
    {
      "rfilename": "jev_style_decision_gguf.py"
    },
    {
      "rfilename": "manifest.json"
    },
    {
      "rfilename": "readout_config.json"
    },
    {
      "rfilename": "release_config.json"
    },
    {
      "rfilename": "requirements.txt"
    },
    {
      "rfilename": "tokenizer/tokenizer.json"
    },
    {
      "rfilename": "tokenizer/tokenizer_config.json"
    },
    {
      "rfilename": "validation/SOURCES.json"
    },
    {
      "rfilename": "validation/benchmarks/contamination.json"
    },
    {
      "rfilename": "validation/benchmarks/jevbench_v1.4.1_results.json"
    },
    {
      "rfilename": "validation/benchmarks/jevbench_v1.4.1_results.md"
    },
    {
      "rfilename": "validation/benchmarks/zeroshot_comparison.md"
    },
    {
      "rfilename": "validation/benchmarks/zeroshot_metrics.json"
    },
    {
      "rfilename": "validation/latency_2b.json"
    },
    {
      "rfilename": "validation/parity/PREDECLARED_RELEASE_GATES_2B.md"
    },
    {
      "rfilename": "validation/parity/compare_gguf_f16_base_vs_block.json"
    },
    {
      "rfilename": "validation/parity/compare_gguf_f16_gate_vs_block.json"
    },
    {
      "rfilename": "validation/parity/compare_gguf_q4_k_m_base_vs_block.json"
    },
    {
      "rfilename": "validation/parity/compare_gguf_q4_k_m_gate_vs_block.json"
    },
    {
      "rfilename": "validation/parity/compare_gguf_q8_0_base_vs_block.json"
    },
    {
      "rfilename": "validation/parity/compare_gguf_q8_0_gate_vs_block.json"
    },
    {
      "rfilename": "validation/parity/cross_format_dp.json"
    },
    {
      "rfilename": "validation/runtime/render_check.json"
    },
    {
      "rfilename": "validation/runtime/reverify_gguf.json"
    },
    {
      "rfilename": "validation/runtime/runtime_parity_gguf.json"
    }
  ],
  "tags": [
    "gguf",
    "decision-model",
    "decision-making",
    "jev-style",
    "system-one",
    "calibration",
    "long-context",
    "qwen3.5",
    "llama.cpp",
    "on-device",
    "llm-routing",
    "guardrails",
    "text-classification",
    "base_model:chaoliangUNSW/Jev-Style-2B-Decision-v3",
    "base_model:quantized:chaoliangUNSW/Jev-Style-2B-Decision-v3",
    "license:apache-2.0",
    "endpoints_compatible",
    "region:us",
    "conversational"
  ]
}

Text

This source's terms allow its title, its values and a link here, not its text. It is at https://huggingface.co/chaoliangUNSW/Jev-Style-2B-Decision-v3-GGUF.