Cohere Command R+ (Aug. 2024)

cohere/command-r-plus-08-2024

Cohere Command R+ (Aug. 2024)

via OpenRouter

Release Date

Aug 31st, 2024

Parameters

104B

Context Size

128k

Creative writing

26.07%

Rule following

48.04%

Utility

56.83%

Mathematics

–

Tooling

45.77%

Language

64.39%

Logic

58.75%

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%	50%	50%	50%	85%
What's the color of the car? 0-shot UtilityLogic	100%	100%	100%	100%	100%	100%	100%	50%	50%	50%	85%
What instrument does Lucy play? 0-shot UtilityLogic	100%	100%	100%	100%	100%	50%	50%	50%	50%	50%	75%
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%	50%	50%	50%	50%	50%	75%
Contextual pronoun 0-shot Utility	100%	100%	50%	50%	50%	50%	50%	50%	50%	50%	60%
Indirect birth year 0-shot UtilityMathematicsLogic	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%
Fruits excluding citrus 0-shot Utility	100%	100%	100%	100%	0%	0%	0%	0%	0%	0%	40%
Future event time 0-shot UtilityLogic	100%	100%	100%	100%	100%	50%	50%	50%	50%	50%	75%
Highest-rated movie 0-shot Utility	100%	100%	100%	100%	100%	100%	100%	100%	50%	50%	90%
All valid emails 0-shot Utility	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%
63.33%

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	100%	100%	100%	100%	100%	100%	100%	100%	61%	1%	86%
Write 200 words with 10% dialogue 0-shot Creative writingRule following	10%	0%	0%	0%	0%	0%	0%	0%	0%	0%	1%
Write 200 words with 50% dialogue 0-shot Creative writingRule following	71%	50%	50%	49%	42%	40%	33%	2%	0%	0%	34%
Write 200 words with 90% dialogue 0-shot Creative writingRule following	31%	10%	10%	1%	0%	0%	0%	0%	0%	0%	5%
Write 500 words with 30% dialogue 0-shot Creative writingRule following	41%	30%	5%	0%	0%	0%	0%	0%	0%	0%	8%
Write 500 words with 50% dialogue 0-shot Creative writingRule following	85%	79%	48%	2%	1%	0%	0%	0%	0%	0%	22%
Write 500 words with 70% dialogue 0-shot Creative writingRule following	79%	50%	44%	32%	31%	12%	10%	10%	4%	0%	27%
26.07%

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	0%	0%	0%	0%	0%	0%
Asking for directions (German) 0-shot Language	100%	100%	100%	100%	100%	100%
Asking for directions (Dutch) 0-shot Language	100%	100%	0%	0%	0%	40%
60.00%

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%	90%	89%	53%	45%	76%
Character dialogue (French) in a story 0-shot Language	92%	70%	42%	41%	38%	56%
Character dialogue (German) in a story 0-shot Language	86%	75%	62%	60%	50%	66%
Character dialogue (Italian) in a story 0-shot Language	100%	86%	78%	50%	50%	73%
Character dialogue (Hindi) in a story 0-shot Language	100%	100%	88%	55%	0%	68%
67.90%

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%	0%	0%	0%	0%	0%	0%	0%	0%	0%	10%
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	100%	0%	0%	0%	0%	0%	0%	0%	0%	0%	10%
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%	50%	50%	50%	0%	0%	0%	0%	0%	25%
Count point of views for Jack and Olivia (indented) 0-shot ToolingUtility	100%	100%	100%	50%	50%	50%	50%	0%	0%	0%	50%
42.08%

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%	0%	90%
90.00%

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	94%	89%	78%	78%	76%	76%	65%	53%	51%	36%	70%
Write sentences with 10 words each 0-shot Rule following	95%	84%	81%	70%	70%	63%	56%	56%	18%	10%	60%
Write sentences with 20 words each 0-shot Rule following	25%	19%	3%	0%	0%	0%	0%	0%	0%	0%	5%
44.87%

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%	100%	100%	100%	100%	100%	100%	100%	0%	0%	80%
Simple (1-shot) 1-shot Utility	100%	100%	100%	100%	100%	100%	100%	100%	100%	0%	90%
Simple (5-shot) Few-shot Utility	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%
Multiple speakers 0-shot Utility	100%	100%	0%	0%	0%	0%	0%	0%	0%	0%	20%
Unattributed dialogue 0-shot Utility	100%	100%	100%	100%	100%	100%	0%	0%	0%	0%	60%
70.00%

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%	100%	100%	100%	100%	100%	98%	92%	99%
20 word summary 0-shot Rule following	100%	100%	98%	98%	98%	98%	92%	77%	77%	77%	92%
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	54%	27%	9%	2%	0%	0%	0%	0%	0%	0%	9%
200 word summary 0-shot Rule following	77%	77%	2%	0%	0%	0%	0%	0%	0%	0%	16%
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%	98%	98%	98%	98%	98%	92%	92%	77%	77%	93%
20 sentence summary 0-shot Rule following	77%	9%	2%	2%	0%	0%	0%	0%	0%	0%	9%
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%	0%	90%
5 paragraph summary 0-shot Rule following	100%	100%	100%	100%	100%	100%	100%	100%	0%	0%	80%
60.60%