Llama 3 70B Fireplace: benchmark results

Valiant Labs' function-calling fine-tune of Llama 3 70B Instruct trained on the glaive-function-calling-v2 dataset. Provider: Valiant Labs. Released 2024-05-09. Access: Open.

Aggregate Rating 1484 ± 22, rank #833 of 1656 rated models, from 20 benchmark results.

Strongest benchmark results

BenchmarkScoreMetricPercentile
Open LLM Leaderboard v1 - GSM8K83.62Accuracy (%) (5-shot)99.8
Open LLM Leaderboard v1 - MMLU78.97Accuracy (%) (5-shot)99.4
Open LLM Leaderboard - IFEval77.74Score93.8
Open Chinese LLM - CMMLU71.6Accuracy (%)92
Open LLM Leaderboard - BBH64.89Score90.8
Open LLM Leaderboard - GPQA35.49Score89.4
Open LLM Leaderboard - MMLU-Pro48.93Score87.1
Open LLM Leaderboard v1 - ARC Challenge70.65Normalized accuracy (%) (25-shot)86.6
Open LLM Leaderboard v1 - WinoGrande82.48Accuracy (%) (5-shot)84.3
Open LLM Leaderboard - MuSR44.49Score80.8
Open Chinese LLM - C-Eval Semantic85.71Accuracy (%)77.5
Open LLM Leaderboard v1 - TruthfulQA MC259.77MC2 (%) (0-shot)74.3

Interactive version: theaggregate.ai/model?slug=llama-3-70b-fireplace · How It Works · Data refreshed daily, snapshot 2026-10-20.