WizardLM 2 8x22b - NC Bench

microsoft/wizardlm-2-8x22b

WizardLM 2 8x22b

via OpenRouter

Release Date

Apr 15th, 2024

Parameters

8x22B

Context Size

65k

Creative writing

8.45%

Rule following

39.41%

Utility

62.06%

Mathematics

50.00%

Tooling

59.36%

Language

73.07%

Logic

63.13%

Data extraction

Extract key details from a given block of text.

Scenario	Run 1	Run 2	Run 3	Run 4	Run 5	Run 6	Run 7	Run 8	Run 9	Run 10	Total
Who's the tallest? 0-shot UtilityLogic	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%
What's the color of the car? 0-shot UtilityLogic	100%	100%	100%	100%	50%	50%	50%	50%	50%	50%	70%
What instrument does Lucy play? 0-shot UtilityLogic	100%	100%	100%	50%	50%	50%	50%	50%	50%	50%	65%
Guess the pet 0-shot UtilityLogic	100%	100%	100%	50%	50%	50%	50%	50%	50%	50%	65%
What's the correct time? 0-shot UtilityLogic	100%	0%	0%	0%	0%	0%	0%	0%	0%	0%	10%
Who's the sister? 0-shot UtilityLogic	100%	100%	100%	100%	100%	100%	100%	100%	100%	50%	95%
Contextual pronoun 0-shot Utility	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%
Indirect birth year 0-shot UtilityMathematicsLogic	50%	50%	50%	50%	50%	50%	50%	50%	50%	50%	50%
Fruits excluding citrus 0-shot Utility	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%
Future event time 0-shot UtilityLogic	50%	50%	50%	50%	50%	50%	50%	50%	50%	50%	50%
Highest-rated movie 0-shot Utility	100%	100%	100%	100%	100%	50%	50%	50%	50%	50%	75%
All valid emails 0-shot Utility	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%
73.33%

Dialogue tags

Various tasks related to dialogue tags in text.

Scenario	Run 1	Run 2	Run 3	Run 4	Run 5	Run 6	Run 7	Run 8	Run 9	Run 10	Total
Write unattributed dialogue 0-shot Creative writingRule following	61%	14%	1%	1%	0%	0%	0%	0%	0%	0%	8%
Write 200 words with 10% dialogue 0-shot Creative writingRule following	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%
Write 200 words with 50% dialogue 0-shot Creative writingRule following	40%	28%	21%	20%	8%	3%	1%	0%	0%	0%	12%
Write 200 words with 90% dialogue 0-shot Creative writingRule following	50%	44%	6%	4%	1%	0%	0%	0%	0%	0%	11%
Write 500 words with 30% dialogue 0-shot Creative writingRule following	49%	2%	2%	0%	0%	0%	0%	0%	0%	0%	5%
Write 500 words with 50% dialogue 0-shot Creative writingRule following	50%	41%	33%	21%	3%	3%	0%	0%	0%	0%	15%
Write 500 words with 70% dialogue 0-shot Creative writingRule following	49%	19%	13%	3%	0%	0%	0%	0%	0%	0%	8%
8.45%

Language Comprehension

Does the model understand more than just English?

Scenario	Run 1	Run 2	Run 3	Run 4	Run 5	Total
Friend got new kittens (Tagalog) 0-shot Language	100%	100%	100%	100%	100%	100%
Friend got new kittens (German) 0-shot Language	100%	100%	100%	100%	100%	100%
Asking for directions (German) 0-shot Language	100%	100%	100%	100%	100%	100%
Asking for directions (Dutch) 0-shot Language	100%	100%	100%	100%	0%	80%
95.00%

Language Writing

Can the model generate text in different languages?

Scenario	Run 1	Run 2	Run 3	Run 4	Run 5	Total
Character dialogue (Spanish) in a story 0-shot Language	92%	80%	79%	67%	0%	63%
Character dialogue (French) in a story 0-shot Language	90%	83%	71%	0%	0%	49%
Character dialogue (German) in a story 0-shot Language	100%	63%	56%	0%	0%	44%
Character dialogue (Italian) in a story 0-shot Language	100%	100%	75%	56%	0%	66%
Character dialogue (Hindi) in a story 0-shot Language	93%	64%	63%	57%	0%	55%
55.53%

Novel outline

Handle questions about the outline of a novel in various formats

Scenario	Run 1	Run 2	Run 3	Run 4	Run 5	Run 6	Run 7	Run 8	Run 9	Run 10	Total
Count chapters 0-shot ToolingUtility	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%
Count chapters (indented) 0-shot ToolingUtility	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%
Count acts 0-shot ToolingUtility	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%
Count acts (indented) 0-shot ToolingUtility	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%
Count scenes 0-shot ToolingUtility	100%	100%	0%	0%	0%	0%	0%	0%	0%	0%	20%
Count scenes (indented) 0-shot ToolingUtility	100%	100%	100%	100%	0%	0%	0%	0%	0%	0%	40%
Count point of views for Jack Harper 0-shot ToolingUtility	100%	100%	0%	0%	0%	0%	0%	0%	0%	0%	20%
Count point of views for Jack Harper (indented) 0-shot ToolingUtility	100%	100%	100%	100%	0%	0%	0%	0%	0%	0%	40%
Count point of views for Olivia 0-shot ToolingUtility	100%	100%	0%	0%	0%	0%	0%	0%	0%	0%	20%
Count point of views for Olivia (indented) 0-shot ToolingUtility	100%	100%	0%	0%	0%	0%	0%	0%	0%	0%	20%
Count point of views for Jack and Olivia 0-shot ToolingUtility	100%	100%	100%	50%	50%	50%	50%	0%	0%	0%	50%
Count point of views for Jack and Olivia (indented) 0-shot ToolingUtility	100%	100%	100%	100%	50%	50%	50%	50%	50%	0%	65%
56.25%

Tool usage within Novelcrafter

Output messages that are related to tool usage within Novelcrafter

Scenario	Run 1	Run 2	Run 3	Run 4	Run 5	Run 6	Run 7	Run 8	Run 9	Run 10	Total
Create alternate prose sections 0-shot ToolingUtility	100%	100%	100%	100%	100%	100%	100%	100%	100%	67%	97%
96.67%

N-Length Sentences

Write sentences with exactly N words

Scenario	Run 1	Run 2	Run 3	Run 4	Run 5	Run 6	Run 7	Run 8	Run 9	Run 10	Total
Write sentences with 5 words each 0-shot Rule following	91%	89%	89%	85%	81%	68%	64%	50%	23%	10%	65%
Write sentences with 10 words each 0-shot Rule following	77%	74%	66%	66%	59%	57%	54%	52%	46%	19%	57%
Write sentences with 20 words each 0-shot Rule following	41%	21%	19%	5%	5%	1%	1%	0%	0%	0%	9%
43.81%

Voice/dialogue sheets

Extract dialogue from given text as voice sheets.

Scenario	Run 1	Run 2	Run 3	Run 4	Run 5	Run 6	Run 7	Run 8	Run 9	Run 10	Total
Simple 0-shot Utility	100%	0%	0%	0%	0%	0%	0%	0%	0%	0%	10%
Simple (1-shot) 1-shot Utility	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%
Simple (5-shot) Few-shot Utility	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%
Multiple speakers 0-shot Utility	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%
Unattributed dialogue 0-shot Utility	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%
42.00%

Write N of X

Write exactly N words/sentences/paragraphs...

Scenario	Run 1	Run 2	Run 3	Run 4	Run 5	Run 6	Run 7	Run 8	Run 9	Run 10	Total
10 word summary 0-shot Rule following	100%	100%	100%	98%	98%	77%	27%	0%	0%	0%	60%
20 word summary 0-shot Rule following	98%	92%	92%	0%	0%	0%	0%	0%	0%	0%	28%
50 word summary 0-shot Rule following	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%
100 word summary 0-shot Rule following	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%
200 word summary 0-shot Rule following	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%
1 sentence summary 0-shot Rule following	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%
3 sentence summary 0-shot Rule following	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%
10 sentence summary 0-shot Rule following	100%	100%	100%	98%	98%	98%	98%	98%	77%	9%	88%
20 sentence summary 0-shot Rule following	100%	100%	98%	98%	92%	92%	77%	27%	9%	2%	70%
50 sentence summary 0-shot Rule following	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%
1 paragraph summary 0-shot Rule following	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%
3 paragraph summary 0-shot Rule following	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%
5 paragraph summary 0-shot Rule following	100%	100%	100%	100%	100%	100%	100%	0%	0%	0%	70%
55.06%