Overview
The O1 model is a sophisticated AI designed for advanced reasoning tasks. It excels in handling complex inquiries, particularly in coding, mathematics, and scientific problem-solving. This model employs a unique training method that emphasizes reinforcement learning, enabling it to process questions through a "chain of thought" approach similar to human reasoning. The O1 model is noted for its high accuracy and ability to tackle challenging problems effectively, making it suitable for users requiring deep analytical capabilities. However, it comes at a higher cost compared to its counterparts, reflecting its advanced functionalities and broader knowledge base.
Specializations
Advanced Reasoning Capabilities: Demonstrates superior performance in complex reasoning tasks.
Strong Factual Knowledge: Possesses a broad knowledge base across various domains.
Higher Computational Cost: Requires more computational resources compared to smaller models.
Integration Guide (Javascript)
To use this model through Portkey, follow these steps:
1. Install Portkey SDK:
npm install --save portkey-ai
2. Set up client with Portkey:
import OpenAI from 'openai';
import { PORTKEY_GATEWAY_URL, createHeaders } from 'portkey-ai'
const openai = new OpenAI({
apiKey: 'OPENAI_API_KEY',
baseURL: PORTKEY_GATEWAY_URL,
defaultHeaders: createHeaders({
provider: "openai",
apiKey: "PORTKEY_API_KEY"
})
});
3. Make a request:
const chatCompletion = await openai.chat.completions.create({
messages: [{ role: 'user', content: 'Say this is a test' }],
model: 'o1-preview',
});
console.log(chatCompletion.choices[0].message.content);
Live API Statistics and Performace Metrics
LMSys Arena Elo Score:
1355
Arena Score
LMSys Leaderboard Rank:
1
Arena Rank
Evaluates LLMs through a combination of user feedback and automated scoring systems.
Model Specifications
Release Date:
12/9/2024
Model Variants:
o1-preview-2024-09-12
Max. Context Tokens:
128K
Max. Output Tokens:
32K
Knowledge Cut-Off Date:
October 2023
License:
Proprietary
LMSys Elo Score
1355
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