nova-lite-v1

completions

byopenrouter

nova-lite-v1

completions

Published by: amazonProvider:

openrouter

Amazon Nova Lite 1.0 is a very low-cost multimodal model from Amazon that focused on fast processing of image, video, and text inputs to generate text output. Amazon Nova Lite can handle real-time customer interactions, document analysis, and visual question-answering tasks with high accuracy. With an input context of 300K tokens, it can analyze multiple images or up to 30 minutes of video in a single input.

Released

Nov 20, 2024

Knowledge

May 24, 2024

License

Proprietary

Context

300K

Input

$0.06 / 1M tokens

Output

$0.24 / 1M tokens

Capabilities: tools

Accepts: text, image

Returns: text

Released Nov 20, 2024Knowledge Cutoff: May 24, 2024License: Proprietary

Context: 300K Input: $0.06 / 1M tokensOutput: $0.24 / 1M tokensCapabilities: toolsAccepts: text, imageReturns: text

Access nova-lite-v1 through LangDB AI Gateway

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Benchmark Results for nova-lite-v1

Overall Performance: 37.4459375 average score across all categories

Detailed Benchmark Scores:

Benchmark	Score	Percentile	Domain
AIME	10.70	Top 70%	Mathematics
AA Coding Index	15.30	Top 82%	Programming
AAII	24.50	Top 68%	General
AA Math Index	43.60	Top 67%	Mathematics
DROP	80.20	Top 58%	General Knowledge
GPQA	42.65	Top 70%	STEM (Physics, Chemistry, Biology)
HLE	4.60	Top 47%	General Knowledge
HumanEval	85.40	Top 46%	Programming
LiveCodeBench	16.70	Top 76%	Programming
MATH-500	76.50	Top 63%	Mathematics
MMLU	80.50	Top 67%	General Knowledge
MMLU-Pro	59.00	Top 77%	General Knowledge
MMMU	56.20	Top 77%	General Knowledge
SciCode	13.90	Top 80%	Scientific

MMLU Score: 80.50 - Massive Multitask Language Understanding benchmark

HumanEval Score: 85.40 - Coding capability benchmark

GPQA Score: 42.65 - Graduate-level reasoning benchmark

Model Comparison:

Provider: openrouter

Model Type: completions

Context Size: 300000 tokens

Comparing against 346 models in the database

Category Scores

vision#19

Benchmark Tests

View Other Benchmarks

AIME

10.7

Mathematics

AA Coding Index

15.3

Programming

AAII

24.5

General

AA Math Index

43.6

Mathematics

DROP

80.2

General Knowledge

GPQA

42.6

STEM (Physics, Chemistry, Biology)

HLE

4.6

General Knowledge

HumanEval

85.4

Programming

LiveCodeBench

16.7

Programming

MATH-500

76.5

Mathematics

MMLU

80.5

General Knowledge

MMLU-Pro

59.0

General Knowledge

MMMU

56.2

General Knowledge

SciCode

13.9

Scientific

Metric	AIME	AA Coding Index	AAII	AA Math Index	DROP	GPQA	HLE	HumanEval	LiveCodeBench	MATH-500	MMLU	MMLU-Pro	MMMU	SciCode
Score	10.7	15.3	24.5	43.6	80.2	42.6	4.6	85.4	16.7	76.5	80.5	59.0	56.2	13.9

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Code Examples

Integration samples and API usage

Code Samples for nova-lite-v1

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="nova-lite-v1",
    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: "nova-lite-v1",
    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": "nova-lite-v1",
    "messages": [
        {"role": "user", "content": "Hello, how are you?"}
    ]
  }'

Model: nova-lite-v1

Provider: openrouter

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

Create API Key

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Access nova-lite-v1 through LangDB AI Gateway

Category Scores

Benchmark Tests

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