Discover Microsoft's WizardLM-2 8x22B

Advanced text processing with WizardLM-2 8x22B's extended context.

Input: text Output: text Context: 65,536 tokens Release: 2024-04-16

Released in April 2024, Microsoft's WizardLM-2 8x22B is a sophisticated text model designed for text-to-text tasks. With a substantial context window of 65536 tokens, this model is well-suited for handling complex language processing needs. As an instruct fine-tune of the Mixtral 8x22B, it supports a range of parameters like frequency penalty and temperature, offering flexibility in generating responses. Its capabilities are focused on delivering competitive performance in text generation and manipulation, making it a strong choice for developers seeking robust language solutions.

Use Cases

Here are a few ways teams apply WizardLM-2 8x22B in practice—from fast drafting to multimodal understanding. Adapt these ideas to your workflow.

Generate detailed text responses

Enhance text comprehension tasks

Support complex language models

Facilitate advanced text analysis

Key Features

A quick look at the capabilities that make this model useful in real projects.

Advanced text-to-text processing

65536 token context window

Instruct fine-tune of Mixtral 8x22B

Supports diverse parameters

Developed by Microsoft AI

Specs

Overview

Vendor
microsoft

Model ID
microsoft/wizardlm-2-8x22b

Release
2024-04-16

Modalities & context

Input
text

Output
text

Context
65,536 tokens

Parameters & defaults

Supported parameters: frequency_penalty, max_tokens, min_p, presence_penalty, repetition_penalty, response_format, seed, stop, temperature, top_k, top_p

Defaults: temperature 0.2, top_p 0.95

Benchmark tests: WizardLM-2 8x22B

We ran this model against a few representative prompts to show its range. Review the outputs below and be the judge.

Text

Prompt:

Write 150 words on how AI might positively upend work, leisure and creativity

Artificial Intelligence (AI) stands poised to revolutionize work, leisure, and creativity in unprecedented ways. In the realm of work, AI can automate mundane and repetitive tasks, freeing humans to engage in more complex, creative, and strategic activities. This shift could lead to a surge in productivity and innovation, as well as improved job satisfaction as employees focus on more fulfilling work. AI-driven analytics can also enhance decision-making, enabling businesses to optimize operations and reduce waste. Leisure time may be enriched as AI personalizes entertainment and learning experiences. Virtual assistants can curate content tailored to individual preferences, while AI in gaming can create dynamic, responsive worlds that adapt to players' actions. Furthermore, AI can facilitate remote tourism and virtual reality experiences, allowing people to explore new places and cultures from the comfort of their homes. Creativity could flourish with AI as it becomes a collaborative partner in the artistic process. Musicians, writers, and visual artists can leverage AI to experiment with new forms and styles, pushing the boundaries of traditional art. AI-driven tools can suggest novel combinations of ideas, patterns, and colors, opening up possibilities that might not occur to human creators alone. Overall, AI has the potential to enhance human capabilities, allowing us to pursue more meaningful and enriching activities in our professional and personal lives. By handling routine tasks and providing inspirational insights, AI can act as a catalyst for a more creative, efficient, and balanced society.

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up.end

/ˌəpˈend/

verb

To “upend” means to completely disrupt, overturn, or drastically change the established order or structure of something. It implies a significant shift or alteration that can potentially have far-reaching consequences. When something is upended, it is turned upside down or transformed in a way that challenges conventional norms or expectations. The term often carries a sense of innovation, transformation, and sometimes even a hint of upheaval, indicating that the changes are not just minor adjustments but rather a fundamental reimagining of the status quo.

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