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Description

Mistral 7B is a language model with 7.3 billion parameters that demonstrates superior performance compared to larger models such as Llama 2 13B on a variety of benchmarks. It utilizes innovative techniques like Grouped-Query Attention (GQA) for improved inference speed and Sliding Window Attention (SWA) to manage lengthy sequences efficiently. Released under the Apache 2.0 license, Mistral 7B is readily available for deployment on different platforms, including both local setups and prominent cloud services. Furthermore, a specialized variant known as Mistral 7B Instruct has shown remarkable capabilities in following instructions, outperforming competitors like Llama 2 13B Chat in specific tasks. This versatility makes Mistral 7B an attractive option for developers and researchers alike.

Description

XLNet introduces an innovative approach to unsupervised language representation learning by utilizing a unique generalized permutation language modeling objective. Furthermore, it leverages the Transformer-XL architecture, which proves to be highly effective in handling language tasks that require processing of extended contexts. As a result, XLNet sets new benchmarks with its state-of-the-art (SOTA) performance across multiple downstream language applications, such as question answering, natural language inference, sentiment analysis, and document ranking. This makes XLNet a significant advancement in the field of natural language processing.

API Access

Has API Yes 

API Access

Has API No 

Screenshots View All

Screenshots View All

Integrations

Airtrain Yes 
AnythingLLM Yes 
Arize Phoenix Yes 
BlueGPT Yes 
Deep Infra Yes 
Foundry Local Yes 
Humiris AI Yes 
Julia Yes 
Klee Yes 
Mathstral Yes 
Melies Yes 
Mirascope Yes 
Patched Yes 
PromptPal Yes 
ReByte Yes 
Respan Yes 
Weave Yes 
Workik Yes 
Yaseen AI Yes 
promptmate.io Yes 

Integrations

Airtrain No 
AnythingLLM No 
Arize Phoenix No 
BlueGPT No 
Deep Infra No 
Foundry Local No 
Humiris AI No 
Julia No 
Klee No 
Mathstral No 
Melies No 
Mirascope No 
Patched No 
PromptPal No 
ReByte No 
Respan No 
Weave No 
Workik No 
Yaseen AI No 
promptmate.io No 

Pricing Details

Free
Open source
Free Trial No 
Free Version Yes 

Pricing Details

Free
Free Trial No 
Free Version Yes 

Deployment

Web-Based Yes 
On-Premises Yes 
iPhone App No 
iPad App No 
Android App No 
Windows Yes 
Mac Yes 
Linux Yes 
Chromebook No 

Deployment

Web-Based Yes 
On-Premises Yes 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support No 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Vendor Details

Company Name

Mistral AI

Founded

2023

Country

France

Website

mistral.ai/

Vendor Details

Company Name

XLNet

Founded

2019

Website

github.com/zihangdai/xlnet

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