gpt-3.5-turbo

completions

byopenai

gpt-3.5-turbo

completions

Published by: openaiProvider:

openai

The latest GPT-3.5 Turbo model with higher accuracy at responding in requested formats and a fix for a bug which caused a text encoding issue for non-English language function calls.

Released

Mar 21, 2023

Knowledge

Sep 30, 2021

License

Proprietary

Context

16385

Input

$0.5 / 1M tokens

Output

$1.5 / 1M tokens

Capabilities: tools

Accepts: text

Returns: text

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

Context: 16385 Input: $0.5 / 1M tokensOutput: $1.5 / 1M tokensCapabilities: toolsAccepts: textReturns: text

Access gpt-3.5-turbo through LangDB AI Gateway

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Benchmark Results for gpt-3.5-turbo

Category Performance Scores:

Academia: Score 19.27 (Top 95% - Rank #319)
Marketing: Score 34.73 (Top 78% - Rank #262)
Programming: Score 10.70 (Top 94% - Rank #315)
Science: Score 33.09 (Top 93% - Rank #312)
Vision: Score 0.00 (Top 96% - Rank #322)
Writing: Score 40.22 (Top 60% - Rank #201)

Overall Performance: 23.002777777777776 average score across all categories

Detailed Benchmark Scores:

Benchmark	Score	Percentile	Domain
AA Coding Index	10.70	Top 94%	Programming
AAII	8.30	Top 94%	General
DROP	70.20	Top 84%	General Knowledge
GPQA	30.25	Top 95%	STEM (Physics, Chemistry, Biology)
HumanEval	68.00	Top 92%	Programming
MATH-500	44.10	Top 93%	Mathematics
MMLU	69.80	Top 85%	General Knowledge
MMLU-Pro	46.20	Top 92%	General Knowledge
MMMU	0.00	Top 96%	General Knowledge

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: 16385 tokens

Comparing against 335 models in the database

Category Scores

Benchmark Tests

View Other Benchmarks

AA Coding Index

10.7

Programming

AAII

8.3

General

DROP

70.2

General Knowledge

GPQA

30.3

STEM (Physics, Chemistry, Biology)

HumanEval

68.0

Programming

MATH-500

44.1

Mathematics

MMLU

69.8

General Knowledge

MMLU-Pro

46.2

General Knowledge

MMMU

0.0

General Knowledge

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

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Code Examples

Integration samples and API usage

Code Samples for gpt-3.5-turbo

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

Model: gpt-3.5-turbo

Provider: openai

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

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