Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

[8.13] Adds LLM performance matrix doc to ESS & serverless (backport #5286) #5296

Merged
merged 1 commit into from
Jun 3, 2024
Merged

[8.13] Adds LLM performance matrix doc to ESS & serverless (backport #5286) #5296

Show file tree
Hide file tree
Changes from all commits
Commits
Show all changes
1 commit
Select commit
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
15 changes: 15 additions & 0 deletions docs/assistant/llm-performance-matrix.asciidoc
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -0,0 +1,15 @@
[[llm-performance-matrix]]
= Large language model performance matrix

This table describes the performance of various large language models (LLMs) for different use cases in {elastic-sec}, based on our internal testing. To learn more about these use cases, refer to <<attack-discovery, Attack discovery>> or <<security-assistant, AI Assistant>>.

[cols="1,1,1,1,1,1,1", options="header"]
|===
| *Feature* | *Model* | | | | |
| | *Claude 3: Opus* | *Claude 3: Sonnet* | *Claude 3: Haiku* | *GPT-4o* | *GPT-4 Turbo*| *GPT-4 32K*

| *Assistant - General* | Excellent | Excellent | Excellent | Excellent | Excellent | Excellent
| *Assistant - {esql} Generation*| Great | Great | Poor | Excellent | Poor | Excellent
| *Assistant - Alert Questions* | Excellent | Excellent | Excellent | Excellent | Poor | Good (limited context)
| *Attack discovery* | Excellent | Great | Poor | Poor | Good | Good (limited context)
|===
1 change: 1 addition & 0 deletions docs/assistant/security-assistant.asciidoc
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -223,6 +223,7 @@ In addition to practical advice, AI Assistant can offer conceptual advice, tips,


include::ai-alert-triage.asciidoc[leveloffset=+1]
include::llm-performance-matrix.asciidoc[leveloffset=+1]
include::azure-openai-setup.asciidoc[leveloffset=+1]
include::connect-to-openai.asciidoc[leveloffset=+1]
include::connect-to-bedrock.asciidoc[leveloffset=+1]
19 changes: 19 additions & 0 deletions docs/serverless/assistant/llm-performance-matrix.mdx
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -0,0 +1,19 @@
---
id: llm-performance-matrix
slug: /serverless/security/llm-performance-matrix
title: Large language model performance matrix
description: Learn how different models perform on different tasks in ((elastic-sec)).
tags: ["security", "overview", "get-started"]
status: in review
---

This table describes the performance of various large language models (LLMs) for different use cases in ((elastic-sec)), based on our internal testing. To learn more about these use cases, refer to <DocLink id="attackDiscovery" text="Attack discovery"/> or <DocLink id="serverlessSecurityAIAssistant" text="AI Assistant"/>.

| **Feature:** | **Model** | | | | | |
|-------------------------------|-----------------------|--------------------|--------------------|------------|-----------------|----------------|
| | **Claude 3: Opus** | **Claude 3: Sonnet** | **Claude 3: Haiku** | **GPT-4o** | **GPT-4 Turbo** | **GPT-4 32K** |
| **Assistant: general** | Excellent | Excellent | Excellent | Excellent | Excellent | Excellent |
| **Assistant: ((esql)) generation** | Great | Great | Poor | Excellent | Poor | Excellent |
| **Assistant: alert questions** | Excellent | Excellent | Excellent | Excellent | Poor | Good (limited context) |
| **Attack discovery** | Excellent | Great | Poor | Poor | Good | Good (limited context) |

Loading