{
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      "bytes": 9279548512
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  "evals": {
    "iter10_mlx_fused": {
      "passed": 43,
      "total": 43,
      "overall_rate": 1.0,
      "tool_cases": 28,
      "structured_tool_cases_passed": 28,
      "structured_tool_rate": 1.0,
      "no_tool_cases": 10,
      "false_positive_tool_rate": 0.0,
      "content_text_tool_leaks": 0,
      "finish_reason_tool_calls": 28
    },
    "gguf_q4kxl_llamacpp_64k": {
      "passed": 43,
      "total": 43,
      "overall_rate": 1.0,
      "tool_cases": 28,
      "structured_tool_cases_passed": 28,
      "structured_tool_rate": 1.0,
      "no_tool_cases": 10,
      "false_positive_tool_rate": 0.0,
      "content_text_tool_leaks": 0,
      "finish_reason_tool_calls": 28
    },
    "gguf_q5kxl_llamacpp_64k": {
      "passed": 43,
      "total": 43,
      "overall_rate": 1.0,
      "tool_cases": 28,
      "structured_tool_cases_passed": 28,
      "structured_tool_rate": 1.0,
      "no_tool_cases": 10,
      "false_positive_tool_rate": 0.0,
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      "finish_reason_tool_calls": 28
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    "gguf_q6kxl_llamacpp_64k": {
      "passed": 43,
      "total": 43,
      "overall_rate": 1.0,
      "tool_cases": 28,
      "structured_tool_cases_passed": 28,
      "structured_tool_rate": 1.0,
      "no_tool_cases": 10,
      "false_positive_tool_rate": 0.0,
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      "finish_reason_tool_calls": 28
    },
    "gguf_q8kxl_llamacpp_64k": {
      "passed": 43,
      "total": 43,
      "overall_rate": 1.0,
      "tool_cases": 28,
      "structured_tool_cases_passed": 28,
      "structured_tool_rate": 1.0,
      "no_tool_cases": 10,
      "false_positive_tool_rate": 0.0,
      "content_text_tool_leaks": 0,
      "finish_reason_tool_calls": 28
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  },
  "llama_cpp_patch": "tools/llama-current/conversion/lfm2.py shortconv squeeze(-1) for LFM2/LFM2MoE conv.conv weights",
  "notes": [
    "Iter10 fixed-Hermes structured repair is the accepted adapter.",
    "MLX fused and all llama.cpp Hermes-tuned KXL quants passed the 43-case parser-disabled fixed-Hermes suite.",
    "GGUF XL quants are stock llama.cpp tensor-type-file/imatrix approximations, not byte-identical Unsloth Dynamic 2.0."
  ]
}