SLM-Bench: A Broader Benchmark for Tiny Models (includes arithmetic)

#3
by PY-AI-Dev - opened

We've released SLM-Bench, a comprehensive benchmark for sub-10M models that includes an arithmetic category inspired by ArithMark-2.0.

SLM-Bench covers 6 capability areas:

  • Arithmetic (math problems)
  • Pattern (sequence completion)
  • Grammar (syntactic understanding)
  • Vocabulary (WordNet-based)
  • Logic (syllogistic reasoning)
  • Word Analogy (relational reasoning)

3,000 questions total, 100% programmatically generated.

Links:

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