mistral-7b-instruct-v0.2

completions

bybedrock

mistral-7b-instruct-v0.2

completions

Published by: mistralProvider:

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

Category Performance Scores:

Academia: Score 9.35 (Top 97% - Rank #315)
Finance: Score 3.55 (Top 97% - Rank #315)
Marketing: Score 2.10 (Top 97% - Rank #315)
Maths: Score 6.10 (Top 97% - Rank #315)
Programming: Score 3.50 (Top 97% - Rank #315)
Science: Score 17.70 (Top 98% - Rank #318)
Writing: Score 6.54 (Top 97% - Rank #315)

Overall Performance: 6.977142857142857 average score across all categories

Detailed Benchmark Scores:

Benchmark	Score	Percentile	Domain
AIME	0.00	Top 89%	Mathematics
AA Coding Index	3.50	Top 97%	Programming
AAII	1.00	Top 96%	General
AA Math Index	6.10	Top 97%	Mathematics
GPQA	17.70	Top 98%	STEM (Physics, Chemistry, Biology)
HLE	4.30	Top 65%	General Knowledge
LiveCodeBench	4.60	Top 97%	Programming
MATH-500	12.10	Top 97%	Mathematics
MMLU-Pro	24.50	Top 97%	General Knowledge
SciCode	2.40	Top 97%	Scientific

GPQA Score: 17.70 - Graduate-level reasoning benchmark

Model Comparison:

Provider: bedrock

Model Type: completions

Context Size: 32000 tokens

Comparing against 324 models in the database

Category Scores

Benchmark Tests

View Other Benchmarks

AIME

0.0

Mathematics

AA Coding Index

3.5

Programming

AAII

1.0

General

AA Math Index

6.1

Mathematics

GPQA

17.7

STEM (Physics, Chemistry, Biology)

HLE

4.3

General Knowledge

LiveCodeBench

4.6

Programming

MATH-500

12.1

Mathematics

MMLU-Pro

24.5

General Knowledge

SciCode

2.4

Scientific

Metric	AIME	AA Coding Index	AAII	AA Math Index	GPQA	HLE	LiveCodeBench	MATH-500	MMLU-Pro	SciCode
Score	0.0	3.5	1.0	6.1	17.7	4.3	4.6	12.1	24.5	2.4

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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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Benchmark Tests

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