Table 2 List of LLMs studied

From: Benchmarking cell type and gene set annotation by large language models with AnnDictionary

Company

Provider

Endpoint

Knowledge Cutoff Date

Meta

Bedrock

meta.llama3-1-8b-instruct-v1:0

December 202329

Meta

Bedrock

meta.llama3-1-70b-instruct-v1:0

December 202329

Meta

Bedrock

meta.llama3-1-405b-instruct-v1:0

December 202329

Amazon

Bedrock

amazon.titan-text-express-v1

Not defined30

Amazon

Bedrock

amazon.titan-text-lite-v1

Not defined30

Cohere

Bedrock

cohere.command-r-plus-v1:0

February 202331 *

Mistral

Bedrock

mistral.mistral-large-2407-v1:0

Released July 24th, 202432

Google

Google

gemini-1.5-pro-002

September 202433

Google

Google

gemini-1.5-flash-002

September 202433

OpenAI

OpenAI

gpt-4-0613

November 30th, 202334

OpenAI

OpenAI

gpt-4o-2024-08-06

September 30th, 202334

OpenAI

OpenAI

gpt-4o-mini-2024-07-18

September 30th, 202334

Anthropic

Anthropic

claude-3-5-sonnet-20240620

April 202435

Anthropic

Anthropic

claude-3-opus-20240229

August 202335

Anthropic

Anthropic

claude-3-haiku-20240307

August 202335

  1. *not clear which model version is accessed on bedrock.