Analytics Vidhya

APRIL 26, 2022

Introduction In this blog, let’s explore how to train a state-of-the-art text classifier by using the models and data from the famous HuggingFace Transformers library. The post Building State-of-the-art Text Classifier Using HuggingFace and Tensorflow appeared first on Analytics Vidhya.

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Analytics Vidhya

JUNE 15, 2022

The post How to Train an NER model with HuggingFace? Introduction Natural Language Processing (NLP) is a subfield of linguistics that focuses on computers’ ability to understand language in the form of text or speech. NLP task includes : Speech Recognition: It is the task of converting voice data to text data. It is […].

Natural Language Processing 210

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Analytics Vidhya

NOVEMBER 1, 2021

The post Learn how to build your Discord bot using DailoGPT and HuggingFace API appeared first on Analytics Vidhya. Learn tips and tricks about building discord bot server, uptimerobot, Kaggle API, and Replit. Image 1 Introduction to building your own Discord bot If you ever wonder how […].

Data Science 285

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Analytics Vidhya

OCTOBER 20, 2021

The post Building a Live Twitter Sentiment Analyzer with Tweepy, HuggingFace Transformers and Streamlit Libraries appeared first on Analytics Vidhya. The datasets that these projects use are structured datasets scrapped for a specific purpose. But, […].

Data Science 268

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Analytics Vidhya

NOVEMBER 1, 2021

The post Building a Real-time Short News App using HuggingFace Transformers and Streamlit appeared first on Analytics Vidhya. Everyone is interested in knowing about the things happening in the world. But they may not have the time to go through those lengthy news articles and […].

Data Science 229

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Towards AI

MARCH 31, 2024

Evolution of large language models (Image by Author) When it comes to implementing the Transformer model, the HuggingFace U+1F917 ecosystem is perfect. Get a multilingual transformer model from the HuggingFace Hub. After that, let’s log in to the HuggingFace Hub to load our trained model. Here’s a scenario.

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Mlearning.ai

FEBRUARY 19, 2024

References : Check the entire code at [link] transformers/src/transformers/pipelines at main · huggingface/transformers [link] Medium’s Boost / Hyper-Speed AI / FREE GPTs alternative / AI Art Mlearning.ai Submission Suggestions Transformer Library by HuggingFace was originally published in MLearning.ai

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KDnuggets

MAY 20, 2024

Getting Started with HuggingFace Diffusers: A Beginner's Journey into the World of Generative Images

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insideBIGDATA

NOVEMBER 5, 2023

as well as performance improvements, efforts with Huggingface, and other areas. Douglas talks about the current state of PyTorch on the ROCm platform including efforts to achieve day 0 support for Triton on Pytorch 2.0

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Analytics Vidhya

JANUARY 24, 2024

In a momentous stride toward advancing the integrity of artificial intelligence, EQTY Lab has proudly introduced ClimateGPT on the HuggingFace community AI platform.

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Towards AI

SEPTEMBER 7, 2023

The answer to this question will depend on each specific case and on the base model to be used, but an approach that is being applied to numerous models and that is indicated by HuggingFace, and the article I mentioned before, is the following: Fine-tune the original LLM model with bitsandbytes in 4-bit, nf4, and QLoRa for efficient fine-tuning.

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KDnuggets

MAY 17, 2022

Hugging Face has released a free course on Deep RL. It is self-paced and shares a lot of pointers on theory, tutorials, and hands-on guides.

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KDnuggets

JANUARY 28, 2022

In this blog, we used the Hugging Face library to fine-tune BERT on the classification task. We classified tweets related to COVID.

Natural Language Processing 231

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Analytics Vidhya

JANUARY 18, 2024

One has to download a set of 3rd party software to load these LLMs or download Python and create an environment by downloading a lot of Pytorch and HuggingFace Libraries. Introduction Running Large Language Models has always been a tedious process.

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Mlearning.ai

SEPTEMBER 16, 2023

The Future of NLP Deployment: BERT Models and KServe in Action In this post, I will demonstrate how to deploy a HuggingFace pre-trained model (BERT for text classification with the Hugging Face Transformers library) to run as a KServe-hosted model. First, let’s understand what is KServe and why we need KServe. ?What What is KServe?

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Analytics Vidhya

APRIL 17, 2023

With a demo hosted on the popular AI platform Huggingface, users can now explore and test JARVIS’s extraordinary capabilities. The AI can connect and collaborate with multiple artificial intelligence models, such as ChatGPT and t5-base, to deliver a final result.

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KDnuggets

FEBRUARY 14, 2023

ai, Big Panda, HuggingFace can enhance your Productivity as a Data Scientist. Discover how AI-Powered Tools like DataRobot, H20.ai,

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Hacker News

SEPTEMBER 5, 2023

We’re on a journey to advance and democratize artificial intelligence through open source and open science.

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Explosion

JULY 5, 2021

? Push your spaCy pipelines to the Hugging Face Hub - GitHub - explosion/spacy-huggingface-hub: ? Push your spaCy pipelines to the Hugging Face Hub

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Flipboard

MAY 5, 2023

GitHub Copilot finally has a worthy rival thanks to a collaboration between Hugging Face and ServiceNow, who formed a community of developers that go …

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Depends on the Definition

MAY 11, 2022

In this short article, you’ll learn how to add new tokens to the vocabulary of a huggingface transformer model.

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Hacker News

OCTOBER 25, 2023

Matching the prowess of OpenAI's proprietary models, this innovation is now publicly accessible on Huggingface, signaling a significant milestone in the landscape of text embeddings. Jina AI introduces jina-embeddings-v2, the world's first open-source model boasting an 8K context length.

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Data Science Dojo

DECEMBER 6, 2023

Architecture of RAG approach Figure from Lang chain documentation Prerequisites for code implementation HuggingFace account and LLAMA2 model access: Create a Hugging Face account (free sign-up available) to access open-source Llama 2 and embedding models.

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Analytics Vidhya

AUGUST 11, 2023

Enter a collaboration between IBM, HuggingFace, and NASA, culminating in the birth of an open-source geospatial foundation model. In an era where data reigns supreme, managing the staggering amount of information generated by NASA’s Earth science missions poses a colossal challenge.

Analytics 176

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Hacker News

JULY 29, 2023

Text-Generation-Inference, aka TGI, is a project we started earlier this year to power optimized inference of Large Language Models, as an internal tool to power LLM inference on the Hugging Face Inference API and later Hugging Chat.

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Snorkel AI

MARCH 8, 2023

The post HuggingFace research lead on unified foundation models appeared first on Snorkel AI. So, we will soon see more of these regional language foundation models. UniT is available through MMF, and FLAVA is in Hugging Face transformers. And thank you for listening to the talk.

Natural Language Processing 52

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Snorkel AI

MARCH 8, 2023

The post HuggingFace research lead on unified foundation models appeared first on Snorkel AI. So, we will soon see more of these regional language foundation models. UniT is available through MMF, and FLAVA is in Hugging Face transformers. And thank you for listening to the talk.

Natural Language Processing 52

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Towards AI

FEBRUARY 6, 2024

Last Updated on February 6, 2024 by Editorial Team Author(s): Lorentz Yeung Originally published on Towards AI. Photo by Mojahid Mottakin on Unsplash Remarks: our tutorials using 100% working codes as in January 2024 with LangChain version 0.1.4, and OpenAI version 1.10.0.

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Hacker News

APRIL 10, 2024

huggingface/parler-tts Inference and training library for high-quality TTS models.

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KDnuggets

NOVEMBER 29, 2019

In this tutorial we’ll use Huggingface's implementation of BERT to do a finetuning task in Lightning. PyTorch Lightning is a lightweight framework which allows anyone using PyTorch to scale deep learning code easily while making it reproducible.

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Hacker News

SEPTEMBER 19, 2023

BookCorpus has helped train at least thirty influential language models (including Google’s BERT, OpenAI’s GPT, and Amazon’s Bort), according to HuggingFace. This is the research question that…

Machine Learning 114

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Mlearning.ai

JANUARY 31, 2023

In this blog post, wee will overview one of the most important platform in Machine Learning now and for the future years. We’ll start by… Continue reading on MLearning.ai »

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Hacker News

JUNE 20, 2023

Comments (..)

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Towards AI

MAY 14, 2024

Image by Author The project would follow these steps: Deploy the Open-Source Weaviate Vector Database with Docker.Read the Insurance Handbook PDF file and use the public-hosted embedding model from HuggingFace to embed the data.Store the embedding into the Weaviate Vector Store (Knowledge Base).Develop

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Flipboard

JUNE 13, 2023

The model is augmented with APIs from Torch Hub, TensorFlow Hub and HuggingFace.

Natural Language Processing 139

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Hacker News

DECEMBER 21, 2023

⚡️Open-source LangChain-like AI knowledge database with web UI and Enterprise SSO⚡️, supports OpenAI, Azure, HuggingFace, OpenRouter, ChatGLM and local models, chat demo: [link] admin portal demo: [link] - GitHub - casibase/casibase: ⚡️Open-source LangChain-like AI knowledge database with web UI and Enterprise SSO⚡️, supports OpenAI, Azure, HuggingFace, (..)

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AWS Machine Learning Blog

NOVEMBER 6, 2023

Instruction PPO To check for updates on the list of models supporting streaming in SageMaker JumpStart, search for “huggingface-llm” at Built-in Algorithms with pre-trained Model Table. For full instructions, refer to Falcon 180B foundation model from TII is now available via Amazon SageMaker JumpStart.

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