Model Quantization

Model Quantization: LLM precision, quantization formats, quality, and runtime.

[
  {
    "error_code": "SYNTH-MODEL-QUANTIZATION-001",
    "description": "Synthetic LLM precision, quantization formats, quality, and runtime scenario 001: a topic-specific operation failed validation or execution.",
    "programmatic_fix": "Validate the LLM precision, quantization formats, quality, and runtime inputs and configuration, handle SYNTH-MODEL-QUANTIZATION-001 explicitly, and retry only when the operation is idempotent."
  },
  {
    "error_code": "SYNTH-MODEL-QUANTIZATION-002",
    "description": "Synthetic LLM precision, quantization formats, quality, and runtime scenario 002: a topic-specific operation failed validation or execution.",
    "programmatic_fix": "Validate the LLM precision, quantization formats, quality, and runtime inputs and configuration, handle SYNTH-MODEL-QUANTIZATION-002 explicitly, and retry only when the operation is idempotent."
  },
  {
    "error_code": "SYNTH-MODEL-QUANTIZATION-003",
    "description": "Synthetic LLM precision, quantization formats, quality, and runtime scenario 003: a topic-specific operation failed validation or execution.",
    "programmatic_fix": "Validate the LLM precision, quantization formats, quality, and runtime inputs and configuration, handle SYNTH-MODEL-QUANTIZATION-003 explicitly, and retry only when the operation is idempotent."
  }
]