gpt-3.5-turbo-instruct

completions

byopenai

gpt-3.5-turbo-instruct

completions

Published by: openaiProvider:

openai

This model is a variant of GPT-3.5 Turbo tuned for instructional prompts and omitting chat-related optimizations. Training data: up to Sep 2021.

Released

Mar 21, 2023

Knowledge

Sep 30, 2021

License

Proprietary

Context

4095

Input

$1.5 / 1M tokens

Output

$2 / 1M tokens

Accepts: text

Returns: text

Released Mar 21, 2023Knowledge Cutoff: Sep 30, 2021License: Proprietary

Context: 4095 Input: $1.5 / 1M tokensOutput: $2 / 1M tokensAccepts: textReturns: text

Access gpt-3.5-turbo-instruct through LangDB AI Gateway

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Benchmark Results for gpt-3.5-turbo-instruct

Category Performance Scores:

Vision: Score 0.00 (Top 92% - Rank #295)
Science: Score 33.09 (Top 94% - Rank #301)
Writing: Score 40.22 (Top 66% - Rank #212)
Academia: Score 19.27 (Top 96% - Rank #308)
Marketing: Score 34.73 (Top 80% - Rank #256)
Programming: Score 10.70 (Top 92% - Rank #295)

Overall Performance: 23.00277777777778 average score across all categories

Detailed Benchmark Scores:

Benchmark	Score	Percentile	Domain
DROP	70.20	Top 80%	General Knowledge
GPQA	30.25	Top 94%	STEM (Physics, Chemistry, Biology)
MMLU	69.80	Top 84%	General Knowledge
MMMU	0.00	Top 92%	General Knowledge
MATH-500	44.10	Top 94%	Mathematics
MMLU-Pro	46.20	Top 92%	General Knowledge
HumanEval	68.00	Top 88%	Programming
AA Coding Index	10.70	Top 92%	Programming
AAII	8.30	Top 96%	General

MMLU Score: 69.80 - Massive Multitask Language Understanding benchmark

HumanEval Score: 68.00 - Coding capability benchmark

GPQA Score: 30.25 - Graduate-level reasoning benchmark

Model Comparison:

Provider: openai

Model Type: completions

Context Size: 4095 tokens

Comparing against 320 models in the database

Category Scores

Benchmark Tests

View Other Benchmarks

DROP

70.2

General Knowledge

GPQA

30.3

STEM (Physics, Chemistry, Biology)

MMLU

69.8

General Knowledge

MMMU

0.0

General Knowledge

MATH-500

44.1

Mathematics

MMLU-Pro

46.2

General Knowledge

HumanEval

68.0

Programming

AA Coding Index

10.7

Programming

AAII

8.3

General

Metric	DROP	GPQA	MMLU	MMMU	MATH-500	MMLU-Pro	HumanEval	AA Coding Index	AAII
Score	70.2	30.3	69.8	0.0	44.1	46.2	68.0	10.7	8.3

Compare with Similar Models

Code Examples

Integration samples and API usage

Code Samples for gpt-3.5-turbo-instruct

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="gpt-3.5-turbo-instruct",
    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: "gpt-3.5-turbo-instruct",
    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": "gpt-3.5-turbo-instruct",
    "messages": [
        {"role": "user", "content": "Hello, how are you?"}
    ]
  }'

Model: gpt-3.5-turbo-instruct

Provider: openai

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

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gpt-3.5-turbo-instruct

gpt-3.5-turbo-instruct

Access gpt-3.5-turbo-instruct through LangDB AI Gateway

Category Scores

Benchmark Tests

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Code Examples

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