Hermes 2 Theta 8B

nousresearch/hermes-2-theta-llama-3-8b

Hermes 2 Theta 8B

via OpenRouter

Release Date

May 5th, 2024

Parameters

Context Size

16k

Creative writing

15.45%

Rule following

27.87%

Utility

57.50%

Mathematics

100.00%

Tooling

40.38%

Language

88.80%

Logic

85.00%

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%	100%	100%	100%	100%	100%	100%	100%
What instrument does Lucy play? 0-shot UtilityLogic	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%
Guess the pet 0-shot UtilityLogic	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%
What's the correct time? 0-shot UtilityLogic	100%	100%	100%	0%	0%	0%	0%	0%	0%	0%	30%
Who's the sister? 0-shot UtilityLogic	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%
Contextual pronoun 0-shot Utility	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%
Indirect birth year 0-shot UtilityMathematicsLogic	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%
Fruits excluding citrus 0-shot Utility	100%	100%	100%	100%	100%	100%	100%	100%	100%	0%	90%
Future event time 0-shot UtilityLogic	50%	50%	50%	50%	50%	50%	50%	50%	50%	50%	50%
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%	0%	90%
84.17%

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%	61%	14%	14%	1%	1%	0%	0%	0%	0%	19%
Write 200 words with 10% dialogue 0-shot Creative writingRule following	44%	1%	0%	0%	0%	0%	0%	0%	0%	0%	4%
Write 200 words with 50% dialogue 0-shot Creative writingRule following	94%	83%	50%	49%	47%	44%	10%	1%	0%	0%	38%
Write 200 words with 90% dialogue 0-shot Creative writingRule following	17%	0%	0%	0%	0%	0%	0%	0%	0%	0%	2%
Write 500 words with 30% dialogue 0-shot Creative writingRule following	49%	48%	44%	43%	42%	28%	0%	0%	0%	0%	26%
Write 500 words with 50% dialogue 0-shot Creative writingRule following	50%	40%	38%	10%	5%	4%	1%	0%	0%	0%	15%
Write 500 words with 70% dialogue 0-shot Creative writingRule following	49%	0%	0%	0%	0%	0%	0%	0%	0%	0%	5%
15.45%

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%	100%	100%
100.00%

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	89%	80%	78%	56%	50%	70%
Character dialogue (French) in a story 0-shot Language	94%	92%	85%	82%	70%	84%
Character dialogue (German) in a story 0-shot Language	94%	89%	88%	70%	50%	78%
Character dialogue (Italian) in a story 0-shot Language	100%	94%	93%	89%	0%	75%
Character dialogue (Hindi) in a story 0-shot Language	100%	100%	92%	86%	78%	91%
79.83%

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	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	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%
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%	0%	0%	0%	0%	0%	0%	0%	15%
Count point of views for Jack and Olivia (indented) 0-shot ToolingUtility	100%	50%	50%	0%	0%	0%	0%	0%	0%	0%	20%
36.25%

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%	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	96%	94%	91%	87%	87%	84%	82%	73%	61%	52%	81%
Write sentences with 10 words each 0-shot Rule following	36%	34%	26%	21%	15%	7%	3%	1%	1%	1%	14%
Write sentences with 20 words each 0-shot Rule following	32%	18%	15%	8%	3%	2%	0%	0%	0%	0%	8%
34.18%

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	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	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%
38.00%

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%	9%	0%	0%	0%	0%	0%	0%	0%	0%	11%
20 word summary 0-shot Rule following	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%
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	98%	77%	0%	0%	0%	0%	0%	0%	0%	0%	18%
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%	98%	98%	98%	98%	92%	99%
10 sentence summary 0-shot Rule following	98%	98%	92%	77%	77%	77%	77%	54%	54%	27%	73%
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%	100%	0%	0%	0%	0%	0%	0%	0%	0%	20%
5 paragraph summary 0-shot Rule following	100%	0%	0%	0%	0%	0%	0%	0%	0%	0%	10%
33.10%