mistral-7b-instruct-v0.1

completions

byopenrouter

mistral-7b-instruct-v0.1

completions

Published by: mistralaiProvider:

openrouter

A 7.3B parameter model that outperforms Llama 2 13B on all benchmarks, with optimizations for speed and context length.

Released

Sep 27, 2023

Knowledge

Mar 31, 2023

Context

2824

Input

$0.15 / 1M tokens

Output

$0.19 / 1M tokens

Accepts: text

Returns: text

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

Context: 2824 Input: $0.15 / 1M tokensOutput: $0.19 / 1M tokensAccepts: textReturns: text

Access mistral-7b-instruct-v0.1 through LangDB AI Gateway

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Integrate with mistralai's mistral-7b-instruct-v0.1 and 250+ other models through a unified API. Monitor usage, control costs, and enhance security.

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Benchmark Results for mistral-7b-instruct-v0.1

Category Performance Scores:

Academia: Score 9.35 (Top 98% - Rank #339)
Marketing: Score 17.77 (Top 97% - Rank #335)
Programming: Score 3.50 (Top 97% - Rank #335)
Science: Score 18.86 (Top 98% - Rank #339)
Writing: Score 18.42 (Top 97% - Rank #335)

Overall Performance: 13.580111111111114 average score across all categories

Detailed Benchmark Scores:

Benchmark	Score	Percentile	Domain
AIME	0.00	Top 91%	Mathematics
AA Coding Index	3.50	Top 97%	Programming
AAII	1.00	Top 96%	General
GPQA	17.70	Top 98%	STEM (Physics, Chemistry, Biology)
HLE	4.30	Top 60%	General Knowledge
LiveCodeBench	4.60	Top 97%	Programming
MATH-500	12.10	Top 97%	Mathematics
MMLU-Pro	24.50	Top 98%	General Knowledge
SciCode	2.40	Top 97%	Scientific

GPQA Score: 17.70 - Graduate-level reasoning benchmark

Model Comparison:

Provider: openrouter

Model Type: completions

Context Size: 2824 tokens

Comparing against 345 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

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	GPQA	HLE	LiveCodeBench	MATH-500	MMLU-Pro	SciCode
Score	0.0	3.5	1.0	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-v0.1

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-v0.1",
    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-v0.1",
    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-v0.1",
    "messages": [
        {"role": "user", "content": "Hello, how are you?"}
    ]
  }'

Model: mistral-7b-instruct-v0.1

Provider: openrouter

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

Create API Key

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mistral-7b-instruct-v0.1 by openrouter - AI Model Details, Pricing, and Performance Metrics

mistral-7b-instruct-v0.1

mistral-7b-instruct-v0.1

Access mistral-7b-instruct-v0.1 through LangDB AI Gateway

Category Scores

Benchmark Tests

Compare with Similar Models

Code Examples

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