Exciting News About StoryWriter Model from MosaicML!

There's plenty of excitement surrounding the StoryWriter model by MosaicML. Although it was pretrained on sequences of 2048 tokens, it can handle up to 65k of context! While there are questions about how the model manages long-range dependencies and the attention score decay, many users are optimistic about its potential.

Not only is the model impressive, but MosaicML's platform has also drawn attention. Despite some concerns about the necessity of format conversions, users are finding MosaicML to be a refreshing and honest open-source project. The team at MosaicML, including Jonathan, has been proactive in engaging with the community and answering questions.

There's also chatter about a potential chat version of the model, which would be a boon for developers and companies. However, the licensing details for the finetuned chat model need to be clarified, particularly with regard to commercial usage. The licensing status of the base StoryWriter65K model also seems to be a point of interest.

The team is open to suggestions for a more user-friendly UI and API, which could make the platform even more accessible and marketable. Many are looking forward to seeing how this project develops and hope for benchmarks against Dolly 2.

It's an exciting time in the world of open-source AI! Stay tuned for more updates on StoryWriter and MosaicML.

Tags: Open-source AI MosaicML StoryWriter Model

Similar Posts

Automating Long-form Storytelling

Long-form storytelling has always been a time-consuming and challenging task. However, with the recent advancements in artificial intelligence, it is becoming possible to automate this process. While there are some tools available that can generate text, there is still a need for contextualization and keeping track of the story's flow, which is not feasible with current token limits. However, as AI technology progresses, it may become possible to contextualize and keep track of a long-form story with a single click.

Several commenters mentioned that the … click here to read

DeepFloyd IF: The Future of Text-to-Image Synthesis and Upcoming Release

DeepFloyd IF, a state-of-the-art open-source text-to-image model, has been gaining attention due to its photorealism and language understanding capabilities. The model is a modular composition of a frozen text encoder and three cascaded pixel diffusion modules, generating images in 64x64 px, 256x256 px, and 1024x1024 px resolutions. It utilizes a T5 transformer-based frozen text encoder to extract text embeddings, which are then fed into a UNet architecture enhanced with cross-attention and attention pooling. DeepFloyd IF has achieved a zero-shot FID … click here to read

Exploring the Potential: Diverse Applications of Transformer Models

Users have been employing transformer models for various purposes, from building interactive games to generating content. Here are some insights:

  • OpenAI's GPT is being used as a game master in an infinite adventure game, generating coherent scenarios based on user-provided keywords. This application demonstrates the model's ability to synthesize a vast range of pop culture knowledge into engaging narratives.
  • A Q&A bot is being developed for the Army, employing a combination of … click here to read

Reimagining Language Models with Minimalist Approach

The recent surge in interest for smaller language models is a testament to the idea that size isn't everything when it comes to intelligence. Models today are often filled with a plethora of information, but what if we minimized this to create a model that only understands and writes in a single language, yet knows little about the world? This concept is the foundation of the new wave of "tiny" language models .

A novel … click here to read

Unleashing AI's Creative Potential: Writing Beyond Boundaries

Artificial Intelligence has opened up new realms of creativity, pushing the boundaries of what we thought was possible. One intriguing avenue is the use of language models for generating unique and thought-provoking content.

In the realm of AI-generated text, there's a fascinating model known as Philosophy/Conspiracy Fine Tune . This model's approach leans more towards the schizo analysis of Deleuze and Guattari than the traditional DSM style. The ramble example provided … click here to read

RedPajama + Big-Code: Can it Take on Vicuna and StableLM in the LLM Space

The past week has been a momentous one for the open-source AI community with the announcement of several new language models, including Free Dolly , Open Assistant , RedPajama , and StableLM . These models have been designed to provide more and better options to researchers, developers, and enthusiasts in the face of growing concerns around … click here to read

Exploring The New Open Source Model h2oGPT

As part of our continued exploration of new open-source models, Users have taken a deep dive into h2oGPT . They have put it through a series of tests to understand its capabilities, limitations, and potential applications.

Users have been asking each new model to write a simple programming task often used in daily work. They were pleasantly surprised to find that h2oGPT came closest to the correct answer of any open-source model they have tried yet, … click here to read

Extending Context Size in Language Models

Language models have revolutionized the way we interact with artificial intelligence systems. However, one of the challenges faced is the limited context size that affects the model's understanding and response capabilities.

In the realm of natural language processing, attention matrices play a crucial role in determining the influence of each token within a given context. This cross-correlation matrix, often represented as an NxN matrix, affects the overall model size and performance.

One possible approach to overcome the context size limitation … click here to read

Exciting News: Open Orca Dataset Released!

It's a moment of great excitement for the AI community as the highly anticipated Open Orca dataset has been released. This dataset has been the talk of the town ever since the research paper was published, and now it's finally here, thanks to the dedicated efforts of the team behind it.

The Open Orca dataset holds immense potential for advancing natural language processing and AI models. It promises to bring us closer to open-source models that can compete with the likes of … click here to read

© 2023 ainews.nbshare.io. All rights reserved.