High Reasoning

DBRX 132B Instruct

DBRX 132B Instruct is a state-of-the-art open-source large language model from Databricks, featuring a fine-grained mixture-of-experts architecture with 132B total parameters and 36B active per input for unmatched efficiency and speed. Excelling in instruction-following, programming, math, and natural language tasks with up to 32K context length, it outperforms models like Llama 2 70B and Mixtral on key benchmarks.

32k Context

High Intelligence

Dec '23 Knowledge

Available for Chat, Vision, and File Uploads.

Performance Benchmarks

MMLU

73.7%

HumanEval

70.1%

GSM8k

66.9%

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Why use DBRX 132B Instruct?

Fine-grained MoE Architecture

Uses 132B total parameters with only 36B active per input for superior efficiency and performance

Exceptional Programming & Math

Outperforms open models like Llama 2 70B and Mixtral on HumanEval (70.1%) and GSM8k benchmarks

32K Long Context Handling

Supports up to 32,768 tokens for long-form tasks like summarization, QA, and RAG

Capability Examples

Programming Task

Write a Python function to compute the Fibonacci sequence up to n terms efficiently using memoization.

def fibonacci(n, memo={}):\n if n in memo:\n return memo[n]\n if n <= 1:\n return n\n memo[n] = fibonacci(n-1, memo) + fibonacci(n-2, memo)\n return memo[n]\n\nThis uses memoization for O(n) time complexity.

Mathematical Reasoning

Solve: What is the integral of sin(x) from 0 to π? Explain step by step.

The integral of sin(x) dx is -cos(x) + C.\nFrom 0 to π: [-cos(π)] - [-cos(0)] = [-(-1)] - [-1] = 1 + 1 = 2.\nStep-by-step: Antiderivative of sin(x) is -cos(x). Evaluate at bounds.

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