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MAP OF GITHUB

This site provides a map of GitHub that shows different main topics, subtopics, and projects and how they are all linked together.

2023.05.15
threadreaderapp.comToolTLDR

INSTRUCT BLIP

Blip is a model developed by Salesforce that can be used for vision and language tasks. Following the line of work in language models that tunes them to follow instructions, we can also tune these vision language models to follow instructions. This dramatically improves the performance, and in this case it even outperforms the published numbers of GPT-4.

2023.05.15
arxiv.org33 min readTLDR AI

ENHANCING IMAGE QUALITY WITH PRIOR KNOWLEDGE

A new technique has been created that enhances the quality of blurry images using pre-set text-to-image models. This method smartly uses a special encoder and doesn't need to change the existing image-making model, saving training time. Plus, users can control image quality with one simple adjustment. The strategy also handles larger images better than previous methods. Tests with both artificial and real-world images prove it's more effective than current solutions.

2023.05.15
arxiv.org16 min readTLDR AI

DETECTION THROUGH REASONING

When detecting objects in a scene, you usually pull from a set of predefined classes. Also, asking questions about the scene is challenging. In this case, we can use powerful language models (Vicuna) with instruction tuned detectors to reason about queries and detect objects as a result.

2023.05.15
github.comGitHub repositoryTLDR AI

OPEN-LLAMA

The complete training code of the open-source high-performance Llama model, including the full process from pre-training to RLHF.

2023.05.15
github.comGitHub repositoryTLDR AI

PALM

An open-source implementation of Google's PaLM models.

2023.05.15
github.comGitHub repositoryTLDR AI

COHERE LLM UNIVERSITY

Cohere is a startup that offers a language model API similar to other big players. They have a set of powerful models that you can use to build applications. This language model university is designed to bring you up to speed on modern language models and show how to build on them with cohere's tools.

2023.05.15
docs.cohere.com6 min readTLDR AI

[/%E2%80%8B%E2%80%8Bhttps://www.coindesk.com/policy/2023/05/12/eu-crypto-tax-plans-include-nfts-foreign-companies-draft-text-shows/?utm_source=tldr_crypto]

2023.05.15
source unknown1 min readTLDR Crypto

DESIGNING STICKY MENUS: UX GUIDELINES

Sticky menus are very useful on mobile and in responsive web apps. However, there are a few things to keep in mind when you add them in, as they can greatly impact UX in certain situations, such as the behavior of the menu when the keyboard is up on mobile. This article discusses when you should & shouldn't use sticky menus, how to make sure it isn’t distracting to your users, and best practices to make sure they are always responsive and accessible.

2023.05.15
smashingmagazine.com6 min readTLDR Web Dev

PROGRAMMING

There’s been a couple major programming tools that drastically improved developer productivity, such as high level languages, IDEs, code completion and so on. AI is the next major step in the evolution of programming - it will not only enable current developers to be more efficient, but also allow many non programmers to turn their ideas into apps.

2023.05.15
blog.cloudflare.com6 min readTLDR Web Dev

WORKING ON AN UNFAMILIAR CODEBASE

As developers, it’s common to work on an unfamiliar codebase. It happens every time one joins a new project or even needs to work on a previously untouched part in big ones. This occurrence is not limited to a developer having to fix a bug; it can be a solution architect having to design a new feature or an open source contributor working on a GitHub issue in their free time. This article describes how to best approach the situation so that one can reduce the time needed to start making contributions to an unfamiliar codebase.

2023.05.15
blog.frankel.ch3 min readTLDR Web Dev