Best AI tools for< Process Long Sequences >

Vizard.ai is an AI-powered video editing tool that helps users create social-ready video clips effortlessly. By leveraging AI technology, Vizard simplifies the process of repurposing long-form videos into short clips suitable for various social media platforms like TikTok, Instagram, and YouTube Shorts. The tool offers features such as AI clipping, automatic video editing, subtitle generation, and timeline editing, making it a valuable asset for content creators, marketers, coaches, and agencies looking to enhance their video production efficiency. With a user-friendly interface and a range of AI-driven functionalities, Vizard.ai streamlines the video editing process and empowers users to boost their online presence with engaging video content.

Air is the world's first AI that can have full on 10-40 minute long phone calls that sound like a REAL human, with infinite memory, perfect recall, and can autonomously take actions across 5,000 plus applications. It can do the entire job of a full time agent without having to be trained, managed or motivated. It just works 24/7/365.

Joinery is an AI-powered recruitment platform that combines AI hiring with human decisions to streamline the hiring process. It offers comprehensive hiring tools, including candidate summary cards, Culture & Fit Scores, and an AI Hiring Assistant, to help companies make informed hiring decisions. Joinery aims to remove bias, increase efficiency, and promote diversity and inclusion in recruitment. The platform automates resume screening, engages candidates with personalized dialogues, and provides objective assessments of culture and skill fit. Joinery enhances transparency, engagement, and communication throughout the hiring process, ensuring a positive experience for both candidates and hiring teams.

Snapcut.ai is an AI-powered video editing tool that specializes in repurposing long videos into engaging viral shorts. It leverages advanced artificial intelligence algorithms to automate the editing process, making it quick and easy for users to create captivating short videos for social media platforms. With a user-friendly interface and intuitive features, Snapcut.ai is a go-to tool for content creators, marketers, and social media enthusiasts looking to enhance their video editing capabilities.

OpusClip is an AI-powered video repurposing tool that allows users to easily transform long videos into engaging short clips optimized for various social media platforms. The tool leverages big data analysis and AI technology to identify key moments in videos, add dynamic captions, and seamlessly create viral-worthy content. With features like AI b-roll generation, auto reframing, customizable brand templates, and social post scheduling, OpusClip streamlines the video editing process and helps users grow their online presence. The platform supports multiple languages and offers a free trial of its Pro Plan, making it accessible to a wide range of content creators and marketers.

BiteSyzed is an AI-powered video repurposing tool that transforms long videos into viral clips 10 times faster. The platform uses cutting-edge AI technology to automatically analyze and edit raw footage, extract captivating moments, and create cohesive video clips. Users can upload videos from YouTube, export clips in different aspect ratios, and share them with their audience effortlessly. Bitesyzed simplifies the video editing process by automating the creation of viral clips with AI-generated descriptions and hashtags, saving time and resources. The application is designed to help users create more engaging video content with minimal effort, catering to a wide range of users from content creators to marketers.

Humata is a PDF AI that can summarize findings, compare documents, and search for answers in long technical papers. It is designed to help users save time and effort by automating the process of reading and understanding complex documents. Humata is easy to use and can be embedded in any webpage with a single click. It is also secure and reliable, with enterprise-grade data rooms and encryption to protect user data.

ContentBot is an AI content automation platform that offers a suite of tools to streamline content creation processes for digital marketers, content creators, founders, copywriters, SEO specialists, and bloggers. It leverages AI models like GPT-4 by OpenAI to generate unique and original content in over 110 languages. ContentBot provides features such as AI Flows for digital marketing automation, AI Writer for long-form content generation, Importer for bulk data uploads, and various content creation tools like blog post builders, landing page creators, and more. The platform aims to simplify content marketing tasks and empower users to create targeted, engaging content effortlessly.

Copymate is an AI-powered SEO content generator that helps users create high-quality, long-form, and SEO-optimized articles in minutes. It offers features such as bulk generation, multilingual support, WordPress integration, GPT-4 integration, and multisite management. Copymate is designed to save users time, money, and increase productivity by streamlining the content generation process and reducing content costs by 98%. It also helps users boost their SEO and increase organic traffic by creating high-quality, relevant, and engaging content.

Scholarcy is an AI-powered tool designed to help students and researchers summarize, analyze, and organize their research efficiently. It converts long and complex texts into interactive summary flashcards, highlights key information, and guides users to important sections of text. Scholarcy also offers features to enhance summaries, critically evaluate texts, organize knowledge, and synthesize insights. With compatibility across various file formats and sources, Scholarcy aims to revolutionize research workflows and save users valuable time.

Castmagic is an AI-powered tool that helps users automate their content workflow by turning conversations into content like magic. It leverages AI to transcribe audio and video files, generate quality drafts based on context, and create various content assets such as articles, newsletters, social media posts, and more. Trusted by professionals, Castmagic streamlines the process of content creation for creators, podcasters, marketers, and other professionals who take content seriously.

reap is a generative AI video repurposing tool that transforms long-form content into social-ready shorts with a single click. It allows users to create viral shorts and reels using AI video clipping, publish high-quality short content on a daily basis, and attract more fans to expedite growth and monetization. The tool is designed to cater to content creators by automatically extracting engaging segments from videos, ensuring speakers are in focus, generating captivating subtitles, and offering multiple formats for repurposing content across social media platforms. With features like AI B-Rolls, multi-language support, studio management, and active scene detection, reap aims to streamline the video production process and enhance content creation.

AIContentfy is an all-in-one SEO content platform that helps businesses create high-quality, search engine optimized content quickly and easily. With AIContentfy, you can generate long-form articles, blog posts, and other types of content in minutes, using the latest AI technology. AIContentfy also includes a range of features to help you optimize your content for search engines, including keyword research, content optimization, and analytics. With AIContentfy, you can save time and money on content creation, while also improving the quality and reach of your content.

Moonbeam is an AI writing assistant designed to help users create various types of content such as essays, articles, stories, and blogs. It offers a range of templates and features to streamline the writing process, including a text expander and a custom style generator. Moonbeam stands out for its ability to generate content clusters, provide real-time feedback through Smart Chat, and facilitate team collaboration. Users can also benefit from its powerful text editor and seamless integration with GPT-4 technology for enhanced content creation.

vidyo.ai is an AI-powered video repurposing platform that offers a wide range of tools and features to help users create, edit, and share professional-quality videos. The platform utilizes advanced AI technology to automate tasks such as video clipping, caption generation, and content repurposing. With a user-friendly interface and a variety of templates, vidyo.ai caters to content creators, marketers, and businesses looking to enhance their video content strategy. The platform aims to streamline the video creation process, save time, and improve engagement across various social media platforms.

Clips AI is an open-source Python library designed for developers to automatically convert longform videos into clips. It simplifies the process of segmenting videos and resizing their aspect ratio, making it ideal for audio-centric, narrative-based content like podcasts, interviews, speeches, and sermons. By analyzing video transcripts, Clips AI identifies key segments and dynamically reframes videos to focus on the current speaker. The tool streamlines the creation of engaging video content with minimal coding effort.

Brevity is an AI tool designed to transform long-form content into clear and concise summaries. By utilizing advanced natural language processing algorithms, Brevity helps users save time by providing quick and accurate summaries of lengthy texts. With a user-friendly interface, Brevity is suitable for professionals, students, and anyone looking to streamline their reading and research process.

Junia AI is a leading AI writer tool designed for SEO and content generation. It offers a comprehensive solution for creating high-quality, SEO-optimized, and ready-to-rank content in minutes. With features like AI writer, auto-generating images, auto SEO research, and long-form content creation, Junia AI streamlines the content creation process. It stands out with its ability to drive organic traffic, improve visibility, and enhance SEO ranking. Users can easily create engaging, authentic, and SEO-friendly long-form content with Junia AI, making it a valuable tool for content creators and businesses.

Junia AI is a leading AI writer tool designed for SEO and content generation. It offers a comprehensive solution for creating high-quality, SEO-optimized, and ready-to-rank content in minutes. With features like AI writer, auto-generation of images, auto SEO research, and long-form content creation, Junia AI streamlines the content creation process. Users can elevate their site's SEO, drive organic traffic, and improve visibility with the help of this AI application. Junia AI stands out with its ability to generate people-first content, tackle keyword research, optimize meta data, and enhance content quality. It is a game-changer for bloggers, copywriters, and businesses looking to enhance their content creation workflow with AI technology.

Klipify is an AI-powered video creation tool that empowers content creators to effortlessly transform long videos into viral shorts. It offers professional-friendly tools for extracting clips from videos, an integrated calendar for auto-content posting, and an AI video translator for multilingual accessibility. Klipify aims to streamline the content creation process and enhance digital presence through innovative features and automation.

InfLLM is a training-free memory-based method that unveils the intrinsic ability of LLMs to process streaming long sequences. It stores distant contexts into additional memory units and employs an efficient mechanism to lookup token-relevant units for attention computation. Thereby, InfLLM allows LLMs to efficiently process long sequences while maintaining the ability to capture long-distance dependencies. Without any training, InfLLM enables LLMs pre-trained on sequences of a few thousand tokens to achieve superior performance than competitive baselines continually training these LLMs on long sequences. Even when the sequence length is scaled to 1, 024K, InfLLM still effectively captures long-distance dependencies.

This repository contains an implementation of Ring Attention, a technique for processing large sequences in transformers. Ring Attention splits the data across the sequence dimension and applies ring reduce to the processing of the tiles of the attention matrix, similar to flash attention. It also includes support for Striped Attention, a follow-up paper that permutes the sequence for better workload balancing for autoregressive transformers, and grouped query attention, which saves on communication costs during the ring reduce. The repository includes a CUDA version of the flash attention kernel, which is used for the forward and backward passes of the ring attention. It also includes logic for splitting the sequence evenly among ranks, either within the attention function or in the external ring transformer wrapper, and basic test cases with two processes to check for equivalent output and gradients.

This repository contains a hand-curated list of great machine (deep) learning resources for Natural Language Processing (NLP) with a focus on Generative Pre-trained Transformer (GPT), Bidirectional Encoder Representations from Transformers (BERT), attention mechanism, Transformer architectures/networks, Chatbot, and transfer learning in NLP.

This repository contains a comprehensive collection of 63 must-know Large Language Models (LLMs) interview questions. It covers topics such as the architecture of LLMs, transformer models, attention mechanisms, training processes, encoder-decoder frameworks, differences between LLMs and traditional statistical language models, handling context and long-term dependencies, transformers for parallelization, applications of LLMs, sentiment analysis, language translation, conversation AI, chatbots, and more. The readme provides detailed explanations, code examples, and insights into utilizing LLMs for various tasks.

This repository includes papers and blogs about Efficient Transformers, Length Extrapolation, Long Term Memory, Retrieval Augmented Generation(RAG), and Evaluation for Long Context Modeling.

This repository contains the code to prepare the data for the Amber 7B language model. The final training data comes from three sources: RedPajama V1, RefinedWeb, and StarCoderData. The data preparation involves downloading untokenized data, tokenizing the data using the Huggingface tokenizer, concatenating tokens into 2048 token sequences, merging datasets, and splitting the merged dataset into 360 chunks. Each tokenized data chunk is a jsonl file containing samples with 2049 tokens. The repository provides scripts for downloading datasets, tokenizing and concatenating sequences, validating data, and merging subsets into chunks.

DashInfer is a C++ runtime tool designed to deliver production-level implementations highly optimized for various hardware architectures, including x86 and ARMv9. It supports Continuous Batching and NUMA-Aware capabilities for CPU, and can fully utilize modern server-grade CPUs to host large language models (LLMs) up to 14B in size. With lightweight architecture, high precision, support for mainstream open-source LLMs, post-training quantization, optimized computation kernels, NUMA-aware design, and multi-language API interfaces, DashInfer provides a versatile solution for efficient inference tasks. It supports x86 CPUs with AVX2 instruction set and ARMv9 CPUs with SVE instruction set, along with various data types like FP32, BF16, and InstantQuant. DashInfer also offers single-NUMA and multi-NUMA architectures for model inference, with detailed performance tests and inference accuracy evaluations available. The tool is supported on mainstream Linux server operating systems and provides documentation and examples for easy integration and usage.

This repository contains a collection of papers and resources related to Large Language Models (LLMs), including their applications in various domains such as text generation, translation, question answering, and dialogue systems. The repository also includes discussions on the ethical and societal implications of LLMs. **Description** This repository is a collection of papers and resources related to Large Language Models (LLMs). LLMs are a type of artificial intelligence (AI) that can understand and generate human-like text. They have a wide range of applications, including text generation, translation, question answering, and dialogue systems. **For Jobs** - **Content Writer** - **Copywriter** - **Editor** - **Journalist** - **Marketer** **AI Keywords** - **Large Language Models** - **Natural Language Processing** - **Machine Learning** - **Artificial Intelligence** - **Deep Learning** **For Tasks** - **Generate text** - **Translate text** - **Answer questions** - **Engage in dialogue** - **Summarize text**

A repository that lists papers related to Large Language Model (LLM) based agents. The repository covers various topics including survey, planning, feedback & reflection, memory mechanism, role playing, game playing, tool usage & human-agent interaction, benchmark & evaluation, environment & platform, agent framework, multi-agent system, and agent fine-tuning. It provides a comprehensive collection of research papers on LLM-based agents, exploring different aspects of AI agent architectures and applications.

The 'llms' repository is a comprehensive guide on Large Language Models (LLMs), covering topics such as language modeling, applications of LLMs, statistical language modeling, neural language models, conditional language models, evaluation methods, transformer-based language models, practical LLMs like GPT and BERT, prompt engineering, fine-tuning LLMs, retrieval augmented generation, AI agents, and LLMs for computer vision. The repository provides detailed explanations, examples, and tools for working with LLMs.

Efficient Foundation Model Survey is a comprehensive analysis of resource-efficient large language models (LLMs) and multimodal foundation models. The survey covers algorithmic and systemic innovations to support the growth of large models in a scalable and environmentally sustainable way. It explores cutting-edge model architectures, training/serving algorithms, and practical system designs. The goal is to provide insights on tackling resource challenges posed by large foundation models and inspire future breakthroughs in the field.

SeaLLMs are a family of language models optimized for Southeast Asian (SEA) languages. They were pre-trained from Llama-2, on a tailored publicly-available dataset, which comprises texts in Vietnamese 🇻🇳, Indonesian 🇮🇩, Thai 🇹🇭, Malay 🇲🇾, Khmer🇰🇭, Lao🇱🇦, Tagalog🇵🇭 and Burmese🇲🇲. The SeaLLM-chat underwent supervised finetuning (SFT) and specialized self-preferencing DPO using a mix of public instruction data and a small number of queries used by SEA language native speakers in natural settings, which **adapt to the local cultural norms, customs, styles and laws in these areas**. SeaLLM-13b models exhibit superior performance across a wide spectrum of linguistic tasks and assistant-style instruction-following capabilities relative to comparable open-source models. Moreover, they outperform **ChatGPT-3.5** in non-Latin languages, such as Thai, Khmer, Lao, and Burmese.

ScreenAgent is a project focused on creating an environment for Visual Language Model agents (VLM Agent) to interact with real computer screens. The project includes designing an automatic control process for agents to interact with the environment and complete multi-step tasks. It also involves building the ScreenAgent dataset, which collects screenshots and action sequences for various daily computer tasks. The project provides a controller client code, configuration files, and model training code to enable users to control a desktop with a large model.

Gemini is an open-source model designed to handle multiple modalities such as text, audio, images, and videos. It utilizes a transformer architecture with special decoders for text and image generation. The model processes input sequences by transforming them into tokens and then decoding them to generate image outputs. Gemini differs from other models by directly feeding image embeddings into the transformer instead of using a visual transformer encoder. The model also includes a component called Codi for conditional generation. Gemini aims to effectively integrate image, audio, and video embeddings to enhance its performance.

Break down planning tasks into steps and iteratively write long-form content.

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Friendly process engineer for Coda.io

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Improves operational efficiency by optimizing processes and reducing waste.

Discover Process Talks: Your Next Investment!

Optimizes manufacturing processes for efficiency and quality.

Emulating Whitehead's insights on 'Process and Reality'

Process Documentation for serving GPTs.

Trademark Process Assistant, Not an Attorney & Definitely Not Legal Advice (independently verify info received). Gain insights on U.S. trademark process & concepts, USPTO resources, application steps & more - all while being reminded of the importance of consulting legal pros 4 specific guidance.

Structured process for prioritizing marketing tasks based on strategic alignment. Outputs in Eisenhower, RACI and other methodologies.

Assists in the caregiving process for seniors.

Guides future parents through the adoption process with empathy and information.

Insurance providers collect and process personal health, financial, and property information, making it crucial to implement comprehensive data protection strategies.

Formal SBIR process expert for Air Force/Space Force

To streamline the process of creating scripts for Brut-style videos by providing structured guidance in researching, strategizing, and writing, ensuring the final script is rich in content and visually captivating.

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