gemma-2-27b-it

completions

bytogetherai

gemma-2-27b-it

completions

Published by: googleProvider:

togetherai

Gemma 2 offers best-in-class performance, runs at incredible speed across different hardware and easily integrates with other AI tools.

Released

Jun 27, 2024

Knowledge

Dec 30, 2023

License

Gemma

Context

8192

Input

$0.3 / 1M tokens

Output

$0.3 / 1M tokens

Accepts: text

Returns: text

Released Jun 27, 2024Knowledge Cutoff: Dec 30, 2023License: Gemma

Context: 8192 Input: $0.3 / 1M tokensOutput: $0.3 / 1M tokensAccepts: textReturns: text

Access gemma-2-27b-it through LangDB AI Gateway

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Benchmark Results for gemma-2-27b-it

Category Performance Scores:

Academia: Score 26.45 (Top 77% - Rank #250)
Finance: Score 29.55 (Top 69% - Rank #224)
Marketing: Score 37.70 (Top 35% - Rank #114)
Maths: Score 41.90 (Top 66% - Rank #214)
Programming: Score 20.20 (Top 69% - Rank #224)
Science: Score 35.70 (Top 82% - Rank #266)
Writing: Score 27.73 (Top 38% - Rank #124)

Overall Performance: 31.31785714285714 average score across all categories

Detailed Benchmark Scores:

Benchmark	Score	Percentile	Domain
AIME	29.70	Top 43%	Mathematics
AA Coding Index	20.20	Top 69%	Programming
AAII	17.20	Top 75%	General
AA Math Index	41.90	Top 66%	Mathematics
GPQA	35.70	Top 82%	STEM (Physics, Chemistry, Biology)
HLE	3.70	Top 87%	General Knowledge
HumanEval	51.80	Top 94%	Programming
LiveCodeBench	27.90	Top 57%	Programming
MATH-500	54.10	Top 81%	Mathematics
MMLU	75.20	Top 82%	General Knowledge
MMLU-Pro	57.50	Top 77%	General Knowledge
SciCode	12.50	Top 82%	Scientific

MMLU Score: 75.20 - Massive Multitask Language Understanding benchmark

HumanEval Score: 51.80 - Coding capability benchmark

GPQA Score: 35.70 - Graduate-level reasoning benchmark

Model Comparison:

Provider: togetherai

Model Type: completions

Context Size: 8192 tokens

Comparing against 324 models in the database

Category Scores

Benchmark Tests

View Other Benchmarks

AIME

29.7

Mathematics

AA Coding Index

20.2

Programming

AAII

17.2

General

AA Math Index

41.9

Mathematics

GPQA

35.7

STEM (Physics, Chemistry, Biology)

HLE

3.7

General Knowledge

HumanEval

51.8

Programming

LiveCodeBench

27.9

Programming

MATH-500

54.1

Mathematics

MMLU

75.2

General Knowledge

MMLU-Pro

57.5

General Knowledge

SciCode

12.5

Scientific

Metric	AIME	AA Coding Index	AAII	AA Math Index	GPQA	HLE	HumanEval	LiveCodeBench	MATH-500	MMLU	MMLU-Pro	SciCode
Score	29.7	20.2	17.2	41.9	35.7	3.7	51.8	27.9	54.1	75.2	57.5	12.5

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Code Examples

Integration samples and API usage

Code Samples for gemma-2-27b-it

Python SDK Example:

from openai import OpenAI

client = OpenAI(
    base_url="https://api.us-east-1.langdb.ai/projects/<your_project_id>",
    api_key="<your_api_key>"
)

response = client.chat.completions.create(
    model="gemma-2-27b-it",
    messages=[
        {"role": "user", "content": "Hello, how are you?"}
    ]
)

print(response.choices[0].message.content)

TypeScript SDK Example:

import OpenAI from 'openai';

const client = new OpenAI({
    baseURL: "https://api.us-east-1.langdb.ai/projects/<your_project_id>",
    apiKey: "<your_api_key>"
});

const response = await client.chat.completions.create({
    model: "gemma-2-27b-it",
    messages: [
        { role: "user", content: "Hello, how are you?" }
    ]
});

console.log(response.choices[0].message.content);

cURL Example:

curl -X POST "https://api.us-east-1.langdb.ai/projects/<your_project_id>/v1/chat/completions" \
  -H "Authorization: Bearer <your_api_key>" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "gemma-2-27b-it",
    "messages": [
        {"role": "user", "content": "Hello, how are you?"}
    ]
  }'

Model: gemma-2-27b-it

Provider: togetherai

API Endpoint: $https://api.us-east-1.langdb.ai

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gemma-2-27b-it by togetherai - AI Model Details, Pricing, and Performance Metrics

gemma-2-27b-it

gemma-2-27b-it

Access gemma-2-27b-it through LangDB AI Gateway

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Benchmark Tests

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