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Calme 2.4 Rys 78b

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Open-source 78B parameter model based on Qwen2 architecture

Ranked #4 on HuggingFace Open LLM Leaderboard

Metrics

providerMaziyarPanahi
hf average50.77
parameters77.965
open source
architectureQwen2ForCausalLM
context window32,768

Score Breakdown

code70
math41
reasoning62
intelligence67
instruction following80

Compatibility

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Scoring Methodology

intelligence30% weight

Overall reasoning and task completion ability

Source: LMArena ELO, Artificial Analysis Intelligence Index, HuggingFace MMLU-PRO

math20% weight

Mathematical reasoning and problem solving

Source: MATH benchmark, GSM8K, HuggingFace MATH-Lvl5

code20% weight

Code generation, understanding, and debugging

Source: HumanEval, MBPP, SWE-bench

reasoning15% weight

Multi-step logical reasoning

Source: ARC-Challenge, BBH, MMLU-Pro, HuggingFace BBH

instruction_following15% weight

Ability to follow complex instructions accurately

Source: HuggingFace IFEval

Data Sources

huggingface.cohuggingface.co
Last updated: December 24, 2025