Welcome to foAIs Toolbox, a curated collection of AI tools and resources to supercharge your productivity and creativity.
| Title | Authors | Summary | Link |
|---|---|---|---|
| BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding | Jacob Devlin, Ming-Wei Chang, Kenton Lee, Kristina Toutanova | Introduces BERT, a transformer-based model that pre-trains on a large corpus and fine-tunes on specific tasks, achieving state-of-the-art results in NLP. | arXiv:1810.04805 |
| GPT-3: Language Models are Few-Shot Learners | Tom B. Brown, Benjamin Mann, Nick Ryder, et al. | Presents GPT-3, a model with 175 billion parameters, demonstrating significant improvements in few-shot learning capabilities. | arXiv:2005.14165 |
| T5: Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer | Colin Raffel, Noam Shazeer, Adam Roberts, et al. | Proposes a unified approach to NLP tasks by converting them into a text-to-text format, demonstrating the versatility and effectiveness of the T5 model. | arXiv:1910.10683 |
| XLNet: Generalized Autoregressive Pretraining for Language Understanding | Zhilin Yang, Zihang Dai, Yiming Yang, et al. | XLNet improves over BERT by using a generalized autoregressive pretraining method, addressing the limitations of BERT's masked language modeling. | arXiv:1906.08237 |
| RoBERTa: A Robustly Optimized BERT Pretraining Approach | Yinhan Liu, Myle Ott, Naman Goyal, et al. | Enhances BERT by training on a larger dataset and removing the Next Sentence Prediction objective, leading to better performance. | arXiv:1907.11692 |
| ALBERT: A Lite BERT for Self-supervised Learning of Language Representations | Zhenzhong Lan, Mingda Chen, Sebastian Goodman, et al. | Introduces ALBERT, a lightweight version of BERT, with parameter reduction techniques that maintain performance while reducing memory usage. | arXiv:1909.11942 |
| DistilBERT: A Distilled Version of BERT: Smaller, Faster, Cheaper and Lighter | Victor Sanh, Lysandre Debut, Julien Chaumond, Thomas Wolf | DistilBERT is a smaller and faster version of BERT, obtained through knowledge distillation, making it efficient for deployment. | arXiv:1910.01108 |
| Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context | Zihang Dai, Zhilin Yang, Yiming Yang, et al. | Addresses the limitation of fixed-length context in transformers by introducing a segment-level recurrence mechanism. | arXiv:1901.02860 |
| ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators | Kevin Clark, Minh-Thang Luong, Quoc V. Le, Christopher D. Manning | Proposes a new pretraining task that trains a discriminator to distinguish real input tokens from corrupted ones, resulting in more efficient learning. | arXiv:2003.10555 |
| Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism | Mohammad Shoeybi, Mostofa Patwary, Raul Puri, et al. | Discusses training strategies for large language models using model parallelism, enabling the efficient training of models with billions of parameters. | arXiv:1909.08053 |
| Switch Transformers: Scaling to Trillion Parameter Models with Simple and Efficient Sparsity | William Fedus, Barret Zoph, Noam Shazeer | Introduces Switch Transformers, which utilize sparse activation and conditional computation to efficiently scale up to trillion-parameter models. | arXiv:2101.03961 |
| BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension | Mike Lewis, Yinhan Liu, Naman Goyal, et al. | BART is a denoising autoencoder that improves the robustness of sequence-to-sequence models for various NLP tasks. | arXiv:1910.13461 |
| GPT-2: Better Language Models and Their Implications | Alec Radford, Jeffrey Wu, Rewon Child, et al. | GPT-2 is a transformer-based language model that showcases the power of generative models in producing coherent and contextually relevant text. | arXiv:1905.00527 |
| ERNIE: Enhanced Representation through Knowledge Integration | Yu Sun, Shuohuan Wang, Yukun Li, et al. | ERNIE incorporates external knowledge into the language model to enhance the representation of words and improve performance on downstream tasks. | arXiv:1904.09223 |
| UnifiedQA: Crossing Format Boundaries with a Single QA System | Sewon Min, Patrick Lewis, Hannaneh Hajishirzi, et al. | UnifiedQA demonstrates the ability of a single QA system to handle multiple question-answering formats, improving performance across different tasks. | arXiv:2005.00700 |
| CTRL: A Conditional Transformer Language Model for Controllable Generation | Nitish Shirish Keskar, Bryan McCann, Lav R. Varshney, et al. | CTRL allows for controllable generation by conditioning on control codes that influence the style, content, and topic of the generated text. | arXiv:1909.05858 |
| UniLM: Unified Language Model Pre-training for Natural Language Understanding and Generation | Li Dong, Nan Yang, Wenhui Wang, et al. | UniLM is a unified pre-trained model that can handle both understanding and generation tasks in NLP, utilizing a shared transformer architecture. | arXiv:1905.03197 |
| T5: Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer | Colin Raffel, Noam Shazeer, Adam Roberts, et al. | Explores the versatility of a text-to-text transformer for various NLP tasks, showcasing the efficiency and effectiveness of the T5 model. | arXiv:1910.10683 |
| GPT-Neo: Large-Scale Autoregressive Language Modeling with Mesh-TensorFlow | EleutherAI | GPT-Neo is an open-source implementation of GPT-3-like large-scale language models, leveraging Mesh-TensorFlow for efficient training and scalability. | GitHub |
| Title | Link |
|---|---|
| FastSpeech 2: Fast and High-Quality End-to-End Text to Speech | arXiv |
| Tacotron 2: Generating Human-like Speech from Text | arXiv |
| Deep Voice: Real-time Neural Text-to-Speech | arXiv |
| VoiceGrad: Gradual Training for Zero-shot Text-to-Speech | arXiv |
| Meta Learning for Text-to-Speech Synthesis in Low-Resource Languages | arXiv |
| Parallel WaveGAN: A fast waveform generation model | arXiv |
| Transformer TTS: Text-to-Speech with Self-Attention Networks | arXiv |
| End-to-End Speech Synthesis Using Tacotron2 and WaveGlow | arXiv |
| Flowtron: an Autoregressive Flow-based Generative Network | arXiv |
| FastSpeech: Fast, Robust and Controllable Text to Speech | arXiv |
- Seeing Theory: Visualize statistics concepts. Website
- Monica: Chrome extension with CodeLlama integrated.
- IG Comment Export Tool: Chrome extension to scrape Instagram comments. Website
- Warp-Terminal: The terminal reimagined with AI and collaborative tools for better productivity. Website
- TensorFlow Playground: Visualize neural networks in TensorFlow. Website
- Tome: Create presentations from your data. Website
- ReadMedium: Chrome extension to read Medium articles for free. Website
- GenAI Study Material by Krish Naik: Free YouTube playlist covering AI topics. Playlist
- LangChain Playlist by Krish Naik: YouTube playlist covering LangChain. Playlist
- End-to-End RAG with AWS Bedrock by Krish Naik: YouTube playlist covering end-to-end RAG with AWS Bedrock. Playlist
- Complete LangChain with GenAI: YouTube video covering LangChain with GenAI. Video
- Google Gemini Series by Krish Naik: YouTube playlist covering Google Gemini. Playlist
- QRCode Diffusion Models: Repository for QRCode diffusion models. Hugging Face
- Gujarati 40 Hours: Hugging Face
- Tamil 200 Hours: Hugging Face
- Indian TED Talks Chunks: Hugging Face
- HiFiTTS Modified: Hugging Face
| Tool | Description | Link |
|---|---|---|
| Grammarly | Improve grammar, spelling, and punctuation | Website |
| ProWritingAid | Help with grammar, style, and clarity | Website |
| Rytr | Generate marketing copy, blog posts, social media content, etc. | Website |
| Writesonic | Write high-converting marketing copy | Website |
| Jasper | Write long-form content, marketing copy, etc. | Website |
| Wordtune | Rephrase sentences and improve writing style | Website |
| Simplified | Simplify complex text | Website |
| Anyword | Write high-performing marketing copy | Website |
| Copy.ai | Create marketing copy, blog posts, social media content, etc. | Website |
| Nanonet | Generate creative text formats in multiple languages | Website |
| Cal | Generate creative text formats in multiple languages | Website |
| QuillBot | Summarize, paraphrase, and rewrite text | Website |
| Summarize | Summarize text quickly | Website |
| Smart Copy | Write high-converting marketing copy | Website |
| Surfer SEO | Optimize content for search engines | Website |
| DeepL | Translate text between languages | Website |
| SEO.ai | Optimize website for search engines | Website |
| Marketingplan.io | Create a marketing plan | Website |
| Interview Notes | Organize your interview notes with AI assistance | Website |
| Descript | Edit audio and video using AI transcription | Website |
| Tool | Description | Link |
|---|---|---|
| ChatGPT | Chat with a large language model chatbot | Website |
| YouChat | Chat with a large language model chatbot | Website |
| Chatsonic | Create chatbots for your website or business | Website |
| Kommunicate | Build chatbots for your website or business | Website |
| What The AI | Create chatbots for your website or business | Website |
| Jasper | Create chatbots for your website or business | Website |
| Bing AI | Chat with a large language model chatbot | Website |
| Alan AI | Create voice-activated chatbots | Website |
| Claude AI | Create chatbots for your website or business | Website |
| Tool | Description | Link |
|---|---|---|
| DALL-E | Generate images from text descriptions | Website |
| Midjourney | Generate images from text descriptions | Website |
| Runway ML | Generate images and videos from text descriptions | Website |
| Designs.ai | Create graphic design elements | Website |
| MakeLogo.ai | Create logos for your business | Website |
| CoGram | Check designs for consistency and brand compliance | Website |
| Beautiful.ai | Create beautiful presentations | Website |
| Bing Image AI | Generate images from text descriptions | Website |
| RemoveBg | Remove background from images | Website |
| Font Joy | Find the perfect font for your project | Website |
| Hotpot AI | Create social media graphics and videos | Website |
| Pictory | Create social media graphics and videos | Website |
| Adobe Spark | Create social media graphics and videos | Website |
| Tool | Description | Link |
|---|---|---|
| Adobe Sensei | AI-powered features in Premiere Pro and After Effects | Website |
| Lumen5 | Convert articles and blog posts into engaging videos | Website |
| Magisto | Create stunning videos with AI-powered editing | Website |
| VReel | Enhance footage with professional-quality effects | Website |
| Moovly | Create animated videos and multimedia content | Website |
| Animoto | Transform photos and video clips into professional videos | Website |
| Invideo | Create video content with AI-powered tools | Website |
| Descript | Edit video footage with AI-powered transcription and editing | Website |
| Veed.io | Edit video footage online with user-friendly interface | Website |
| CapCut | Edit video footage on mobile devices | Website |
| Synthesia | Create realistic talking head videos | Website |
| Unscreen | Remove people from videos seamlessly | Website |
| Tool | Description | Link |
|---|---|---|
| Taskade | Organize tasks and projects with customizable platform | Website |
| Fibery AI | Organize tasks and projects with visual interface | Website |
| Rewind | Rewind time on your computer to undo actions | Website |
| Futurepedia | Get answers to questions from a large language model | Website |
| Mayday | Get help with common computer tasks | Website |
| Hypotenuse AI | Automate repetitive tasks and processes | Website |
| Scalenut | Write marketing copy, blog posts, and social media content | Website |