AI21 Jamba - NC Bench

ai21/jamba-instruct

AI21 Jamba

via OpenRouter

Release Date

Mar 28th, 2024

Parameters

52B MoE

Context Size

256k

Creative writing

17.90%

Rule following

26.26%

Utility

33.11%

Mathematics

45.00%

Tooling

29.87%

Language

70.57%

Logic

41.88%

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	50%	50%	50%	50%	50%	50%	0%	0%	0%	0%	30%
What's the color of the car? 0-shot UtilityLogic	50%	50%	50%	50%	50%	50%	50%	50%	50%	50%	50%
What instrument does Lucy play? 0-shot UtilityLogic	50%	50%	50%	50%	50%	50%	50%	50%	50%	0%	45%
Guess the pet 0-shot UtilityLogic	50%	50%	50%	50%	50%	50%	50%	50%	50%	50%	50%
What's the correct time? 0-shot UtilityLogic	100%	100%	0%	0%	0%	0%	0%	0%	0%	0%	20%
Who's the sister? 0-shot UtilityLogic	50%	50%	50%	50%	50%	50%	50%	50%	50%	50%	50%
Contextual pronoun 0-shot Utility	50%	50%	50%	50%	50%	50%	50%	50%	50%	50%	50%
Indirect birth year 0-shot UtilityMathematicsLogic	50%	50%	50%	50%	50%	50%	50%	50%	50%	0%	45%
Fruits excluding citrus 0-shot Utility	100%	100%	100%	100%	100%	100%	100%	0%	0%	0%	70%
Future event time 0-shot UtilityLogic	50%	50%	50%	50%	50%	50%	50%	50%	50%	0%	45%
Highest-rated movie 0-shot Utility	50%	50%	50%	50%	50%	50%	50%	50%	50%	50%	50%
All valid emails 0-shot Utility	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%
50.42%

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	14%	14%	14%	1%	1%	1%	0%	0%	0%	0%	4%
Write 200 words with 10% dialogue 0-shot Creative writingRule following	50%	50%	49%	48%	26%	14%	3%	0%	0%	0%	24%
Write 200 words with 50% dialogue 0-shot Creative writingRule following	65%	50%	49%	37%	26%	22%	21%	13%	6%	0%	29%
Write 200 words with 90% dialogue 0-shot Creative writingRule following	97%	51%	50%	50%	50%	49%	48%	3%	1%	1%	40%
Write 500 words with 30% dialogue 0-shot Creative writingRule following	50%	50%	44%	1%	1%	0%	0%	0%	0%	0%	15%
Write 500 words with 50% dialogue 0-shot Creative writingRule following	50%	50%	13%	1%	0%	0%	0%	0%	0%	0%	11%
Write 500 words with 70% dialogue 0-shot Creative writingRule following	12%	9%	1%	0%	0%	0%	0%	0%	0%	0%	2%
17.90%

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%	0%	0%	0%	40%
Asking for directions (Dutch) 0-shot Language	100%	100%	0%	0%	0%	40%
70.00%

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	100%	100%	86%	80%	55%	84%
Character dialogue (French) in a story 0-shot Language	85%	83%	62%	50%	50%	66%
Character dialogue (German) in a story 0-shot Language	95%	75%	75%	50%	50%	69%
Character dialogue (Italian) in a story 0-shot Language	100%	100%	77%	58%	44%	76%
Character dialogue (Hindi) in a story 0-shot Language	100%	64%	53%	44%	40%	60%
71.03%

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%	0%	0%	80%
Count chapters (indented) 0-shot ToolingUtility	100%	100%	100%	100%	100%	100%	100%	100%	100%	0%	90%
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%	0%	0%	80%
Count scenes 0-shot ToolingUtility	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%
Count scenes (indented) 0-shot ToolingUtility	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%
Count point of views for Jack Harper 0-shot ToolingUtility	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%
Count point of views for Jack Harper (indented) 0-shot ToolingUtility	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%
Count point of views for Olivia 0-shot ToolingUtility	100%	0%	0%	0%	0%	0%	0%	0%	0%	0%	10%
Count point of views for Olivia (indented) 0-shot ToolingUtility	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%
Count point of views for Jack and Olivia 0-shot ToolingUtility	50%	50%	0%	0%	0%	0%	0%	0%	0%	0%	10%
Count point of views for Jack and Olivia (indented) 0-shot ToolingUtility	50%	0%	0%	0%	0%	0%	0%	0%	0%	0%	5%
31.25%

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%	33%	0%	0%	0%	0%	0%	0%	0%	0%	13%
13.33%

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%	78%	72%	64%	59%	32%	2%	1%	0%	0%	40%
Write sentences with 10 words each 0-shot Rule following	62%	53%	52%	32%	22%	6%	5%	3%	3%	0%	24%
Write sentences with 20 words each 0-shot Rule following	15%	5%	3%	0%	0%	0%	0%	0%	0%	0%	2%
21.95%

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	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%
Simple (1-shot) 1-shot Utility	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%
Simple (5-shot) Few-shot Utility	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%
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%
0.00%

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	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%
20 word summary 0-shot Rule following	98%	77%	2%	0%	0%	0%	0%	0%	0%	0%	18%
50 word summary 0-shot Rule following	100%	100%	54%	9%	0%	0%	0%	0%	0%	0%	26%
100 word summary 0-shot Rule following	77%	54%	2%	0%	0%	0%	0%	0%	0%	0%	13%
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	92%	77%	54%	54%	54%	54%	27%	27%	9%	9%	46%
20 sentence summary 0-shot Rule following	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%
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%	0%	0%	0%	0%	0%	0%	0%	0%	0%	10%
5 paragraph summary 0-shot Rule following	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%
31.76%