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Overview
GPT-3.5 Turbo was released over 1 year before Llama 3.1 405B Instruct.
GPT-3.5 Turbo
Llama 3.1 405B Instruct
Provider
The entity that provides this model.
OpenAI
Meta
Input Context Window
The number of tokens supported by the input context window.
4,096
tokens
128K
tokens
Maximum Output Tokens
The number of tokens that can be generated by the model in a single request.
4,096
tokens
2,048
tokens
Release Date
When the model was first released.
2022-11-28
2024-07-23
Knowledge Cutoff
Limit on the knowledge base used by the model.
September 2021
December 2023
Open Source
API Providers
The providers that offer this model. (This is not an exhaustive list.)
Pricing
GPT-3.5 Turbo
Llama 3.1 405B Instruct
Input
Cost of input data provided to the model.
$0.50
per million tokens
Pricing not available.
Output
Cost of output tokens generated by the model.
$1.50
per million tokens
Pricing not available.
Benchmarks
Compare relevant benchmarks between GPT-3.5 Turbo and Llama 3.1 405B Instruct.
GPT-3.5 Turbo
Llama 3.1 405B Instruct
MMLU
Evaluating LLM knowledge acquisition in zero-shot and few-shot settings.
70.0
(5-shot)
85.2
(5-shot)
MMMU
A wide ranging multi-discipline and multimodal benchmark.
Benchmark not available.
Benchmark not available.
HellaSwag
A challenging sentence completion benchmark.
85.5
(10-shot)
Benchmark not available.
GSM8K
Grade-school math problems benchmark.
Benchmark not available.
96.8
(8-shot)
HumanEval
A benchmark to measure functional correctness for synthesizing programs from docstrings.
Benchmark not available.
Benchmark not available.
MATH
Benchmark performance on Math problems ranging across 5 levels of difficulty and 7 sub-disciplines.
43.1
(0-shot)
73.8
(0-shot)
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