mistral-7b-instruct-v0.2

completions

bybedrock

mistral-7b-instruct-v0.2

completions

Published by: mistralaiProvider:

bedrock

A 7B dense Transformer, fast-deployed and easily customizable. Small, yet powerful for a variety of use cases.

Released

Sep 27, 2023

Knowledge

Mar 31, 2023

Context

32K

Input

$0.15 / 1M tokens

Output

$0.2 / 1M tokens

Accepts: text

Returns: text

Released Sep 27, 2023Knowledge Cutoff: Mar 31, 2023

Context: 32K Input: $0.15 / 1M tokensOutput: $0.2 / 1M tokensAccepts: textReturns: text

Access mistral-7b-instruct-v0.2 through LangDB AI Gateway

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Integrate with mistralai's mistral-7b-instruct-v0.2 and 250+ other models through a unified API. Monitor usage, control costs, and enhance security.

Unified API

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Benchmark Results for mistral-7b-instruct-v0.2

Category Performance Scores:

Science: Score 18.86 (Top 99% - Rank #319)
Writing: Score 18.42 (Top 98% - Rank #316)
Academia: Score 9.35 (Top 99% - Rank #319)
Marketing: Score 17.77 (Top 98% - Rank #316)

Overall Performance: 16.100138888888893 average score across all categories

Detailed Benchmark Scores:

Benchmark	Score	Percentile	Domain
HLE	4.30	Top 68%	General Knowledge
AIME	0.00	Top 96%	Mathematics
GPQA	17.70	Top 99%	STEM (Physics, Chemistry, Biology)
SciCode	2.40	Top 99%	Scientific
MATH-500	12.10	Top 98%	Mathematics
MMLU-Pro	24.50	Top 99%	General Knowledge
LiveCodeBench	4.60	Top 99%	Programming
AAII	1.00	Top 99%	General

GPQA Score: 17.70 - Graduate-level reasoning benchmark

Model Comparison:

Provider: bedrock

Model Type: completions

Context Size: 32000 tokens

Comparing against 322 models in the database

Category Scores

Benchmark Tests

View Other Benchmarks

HLE

4.3

General Knowledge

AIME

0.0

Mathematics

GPQA

17.7

STEM (Physics, Chemistry, Biology)

SciCode

2.4

Scientific

MATH-500

12.1

Mathematics

MMLU-Pro

24.5

General Knowledge

LiveCodeBench

4.6

Programming

AAII

1.0

General

Metric	HLE	AIME	GPQA	SciCode	MATH-500	MMLU-Pro	LiveCodeBench	AAII
Score	4.3	0.0	17.7	2.4	12.1	24.5	4.6	1.0

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Code Examples

Integration samples and API usage

Code Samples for mistral-7b-instruct-v0.2

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="mistral-7b-instruct-v0.2",
    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: "mistral-7b-instruct-v0.2",
    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": "mistral-7b-instruct-v0.2",
    "messages": [
        {"role": "user", "content": "Hello, how are you?"}
    ]
  }'

Model: mistral-7b-instruct-v0.2

Provider: bedrock

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

Create API Key

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mistral-7b-instruct-v0.2 by bedrock - AI Model Details, Pricing, and Performance Metrics

mistral-7b-instruct-v0.2

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Access mistral-7b-instruct-v0.2 through LangDB AI Gateway

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