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Overview
Llama 2 Chat 13B was released 10 months before Gemini Flash.
Llama 2 Chat 13B
Gemini Flash
Provider
The entity that provides this model.
Meta
Google
Input Context Window
The number of tokens supported by the input context window.
4,096
tokens
1M
tokens
Maximum Output Tokens
The number of tokens that can be generated by the model in a single request.
2,048
tokens
8,192
tokens
Release Date
When the model was first released.
2023-07-18
2024-05-14
Knowledge Cutoff
Limit on the knowledge base used by the model.
September 2022
November 2023
Open Source
API Providers
The providers that offer this model. (This is not an exhaustive list.)
Pricing
Llama 2 Chat 13B
Gemini Flash
Input
Cost of input data provided to the model.
Pricing not available.
$0.13
per million tokens
Output
Cost of output tokens generated by the model.
Pricing not available.
$0.38
per million tokens
Benchmarks
Compare relevant benchmarks between Llama 2 Chat 13B and Gemini Flash.
Llama 2 Chat 13B
Gemini Flash
MMLU
Evaluating LLM knowledge acquisition in zero-shot and few-shot settings.
54.8
78.9
(5-shot)
MMMU
A wide ranging multi-discipline and multimodal benchmark.
Benchmark not available.
56.1
(0-shot pass@1)
HellaSwag
A challenging sentence completion benchmark.
80.7
(10-shot)
86.5
(10-shot)
GSM8K
Grade-school math problems benchmark.
28.7
(8-shot)
86.2
(11-shot)
HumanEval
A benchmark to measure functional correctness for synthesizing programs from docstrings.
18.3
(0-shot)
74.3
(0-shot)
MATH
Benchmark performance on Math problems ranging across 5 levels of difficulty and 7 sub-disciplines.
Benchmark not available.
54.9
(4-shot Minerva Prompt)
Measure & Improve LLM Product Performance.
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