Overview
O1 Mini is a more compact and cost-effective version of the O1 model, optimized specifically for STEM (Science, Technology, Engineering, and Mathematics) tasks. It is designed to deliver fast and efficient responses while maintaining high accuracy, making it particularly valuable for developers and engineers who need quick solutions to coding problems or mathematical equations. Despite being a smaller model, O1 Mini retains strong reasoning abilities and is approximately 80% cheaper than the O1 model. This makes it an attractive option for users who prioritize efficiency and affordability in technical domains.
Specializations
Specialized in STEM Reasoning: Excels in tasks requiring logical reasoning, mathematical problem-solving, and scientific understanding.
Cost-Effective: Offers powerful capabilities at a lower cost compared to larger models.
Limited Factual Knowledge: While strong in STEM, it may have limitations in non-STEM areas like history or current events.
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-mini',
});
console.log(chatCompletion.choices[0].message.content);
Live API Statistics and Performace Metrics
LMSys Arena Elo Score:
1324
Arena Score
LMSys Leaderboard Rank:
2
Arena Rank
Evaluates LLMs through a combination of user feedback and automated scoring systems.
Model Specifications
Release Date:
12/9/2024
Model Variants:
o1-mini-2024-09-12
Max. Context Tokens:
128K
Max. Output Tokens:
64K
Knowledge Cut-Off Date:
October 2023
License:
Proprietary
LMSys Elo Score
1324
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