Comparison Overview: Side-by-Side Performance Analysis of Llama 3.1 405b vs LLM Models Across Key Metrics and Benchmarks.
LLM Model Performance Overview
Performance Overview : Visualizing and Analyzing Key Metrics of Two Leading LLM Models for Performance Comparison.
Model
Llama 3.1 405b
Context size
128K
N/A
Cutoff date
July 2024
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Input/output cost
$0.003 / $0.005
$undefined / $undefined
Latency (TTFT)
0.58s
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Throughput
28t/s
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Comparing Llama 3.1 405b vs
A detailed comparison of Llama 3.1 405b vs performance and features.
Benchmark
Llama 3.1 405b
MMLU
88.6%
N/A
GPQA
51.1%
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MMMU
64.5%
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HellaSwag
87%
N/A
HumanEval
89%
N/A
BBHard
81.3%
N/A
GSM8K
96.8%
N/A
MATH
73.8%
N/A
These benchmarks test a range of abilities, including general knowledge (MMLU), visual perception (MMMU), domain-specific expertise (GPQA), logical reasoning (HELLASWAG), coding capabilities (HUMANEVAL), and math proficiency (GSM8K, MATH). By analyzing these areas, we can gauge the strengths and limitations of different models.