grok-2

completions

byxai

grok-2

completions

Published by: xaiProvider:

xai

Grok-2 is an advanced AI model developed by xAI, designed to provide highly accurate and helpful responses to a wide range of questions, often with a unique perspective on humanity.

Released

Aug 13, 2024

Knowledge

Feb 15, 2024

License

Proprietary

Context

131072

Input

$2 / 1M tokens

Output

$10 / 1M tokens

Cached

$0.5 / 1M tokens

Capabilities: tools

Accepts: text

Returns: text

Released Aug 13, 2024Knowledge Cutoff: Feb 15, 2024License: Proprietary

Context: 131072 Input: $2 / 1M tokensOutput: $10 / 1M tokensCached: $0.5 / 1M tokensCapabilities: toolsAccepts: textReturns: text

Access grok-2 through LangDB AI Gateway

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Benchmark Results for grok-2

Category Performance Scores:

Science: Score 64.71 (Top 30% - Rank #107)
Vision: Score 66.10 (Top 64% - Rank #227)
Writing: Score 68.19 (Top 6% - Rank #22)

Overall Performance: 66.33101851851852 average score across all categories

Detailed Benchmark Scores:

Benchmark	Score	Percentile	Domain
GPQA	56.00	Top 51%	STEM (Physics, Chemistry, Biology)
HumanEval	88.40	Top 31%	Programming
MMLU	87.50	Top 32%	General Knowledge
MMLU-Pro	75.50	Top 40%	General Knowledge
MMMU	66.10	Top 64%	General Knowledge

MMLU Score: 87.50 - Massive Multitask Language Understanding benchmark

HumanEval Score: 88.40 - Coding capability benchmark

GPQA Score: 56.00 - Graduate-level reasoning benchmark

Model Comparison:

Provider: xai

Model Type: completions

Context Size: 131072 tokens

Comparing against 354 models in the database

Category Scores

Benchmark Tests

View Other Benchmarks

GPQA

56.0

STEM (Physics, Chemistry, Biology)

HumanEval

88.4

Programming

MMLU

87.5

General Knowledge

MMLU-Pro

75.5

General Knowledge

MMMU

66.1

General Knowledge

Metric	GPQA	HumanEval	MMLU	MMLU-Pro	MMMU
Score	56.0	88.4	87.5	75.5	66.1

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Code Examples

Integration samples and API usage

Code Samples for grok-2

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="grok-2",
    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: "grok-2",
    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": "grok-2",
    "messages": [
        {"role": "user", "content": "Hello, how are you?"}
    ]
  }'

Model: grok-2

Provider: xai

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

Create API Key

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Access grok-2 through LangDB AI Gateway

Category Scores

Benchmark Tests

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Code Examples

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