llm-debugger
LLM Debugger
Systematically diagnose and fix LLM output issues.
Failure Taxonomy
class FailureType(Enum):
HALLUCINATION = "hallucination"
FORMAT_VIOLATION = "format_violation"
CONSTRAINT_BREAK = "constraint_break"
REASONING_ERROR = "reasoning_error"
TOOL_MISUSE = "tool_misuse"
REFUSAL = "unexpected_refusal"
INCOMPLETE = "incomplete_output"
Root Cause Analysis
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