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 81% - Rank #272)
Marketing: Score 44.70 (Top 46% - Rank #155)
Science: Score 40.62 (Top 82% - Rank #275)
Writing: Score 40.20 (Top 61% - Rank #205)

Overall Performance: 37.99305555555555 average score across all categories

Detailed Benchmark Scores:

Benchmark	Score	Percentile	Domain
AIME	29.70	Top 48%	Mathematics
AAII	17.20	Top 80%	General
GPQA	35.70	Top 86%	STEM (Physics, Chemistry, Biology)
HLE	3.70	Top 87%	General Knowledge
HumanEval	51.80	Top 95%	Programming
LiveCodeBench	27.90	Top 66%	Programming
MATH-500	54.10	Top 87%	Mathematics
MMLU	75.20	Top 77%	General Knowledge
MMLU-Pro	57.50	Top 81%	General Knowledge
SciCode	12.50	Top 89%	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 335 models in the database

Category Scores

Benchmark Tests

View Other Benchmarks

AIME

29.7

Mathematics

AAII

17.2

General

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	AAII	GPQA	HLE	HumanEval	LiveCodeBench	MATH-500	MMLU	MMLU-Pro	SciCode
Score	29.7	17.2	35.7	3.7	51.8	27.9	54.1	75.2	57.5	12.5

Compare with Similar Models

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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

Create API Key

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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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