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Favoris ; Dev AND Unsupervised deep pre-training

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71 Documents

Leonie sur X : "Ollama allows you to run open source LLMs LOCALLY..."

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2024-03-30 About

DSPy Cheatsheet | DSPy

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2024-03-30 About

RAG CLI - LlamaIndex

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2024-03-10 About

Akshay 🚀 sur X : "Let's build a "Chat with your code" RAG application, step-by-step"

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2024-03-09 About

Jerry Liu sur X : "a big step towards better RAG... is to just have a really nice PDF parser. It’s so important because a good parser unlocks way more interesting indexing/retrieval strategies…"

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2024-02-23 About

Omar Khattab sur X : "...Let's use 30 lines of DSPy—without any hand-written prompts or any calls to OpenAI ($0)—to teach..."

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2024-01-01 About

Full-stack RAG with Jina Embeddings v2 and LlamaIndex

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2023-12-23 About

Jerry Liu sur X : "There's different ways you can parse embedded tables for RAG..."

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2023-12-02 About

Getting started with Llama 2 - AI at Meta

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2023-10-28 About

Self-RAG: Learning to Retrieve, Generate and Critique through Self-Reflection

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2023-10-20 About

LLM prompting guide

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2023-10-13 About

Finetuning LLaMa + Text-to-SQL

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2023-09-28 About

Jeremy Howard sur X : "I just uploaded a 90 minute tutorial, which is designed to be the one place I point coders at when they ask "hey, tell me everything I need to know about LLMs!"

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2023-09-24 About

🛠 Tool-Augmented LLMs - by Sebastian Ruder - NLP News

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2023-08-28 About

Easily Finetune Llama 2 for Your Text-to-SQL Applications | by Jerry Liu | Aug, 2023

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2023-08-18 About

Customizing Agent to Chat with Your Documents | Haystack

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2023-07-25 About

LlamaIndex sur Twitter : "Stop building API connectors - build data agents that can automatically access to ANY API defined with an OpenAPI spec..."

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2023-07-14 About

ChatGPT and Elasticsearch: A plugin to use ChatGPT with your Elastic data | Elastic Blog

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2023-07-07 About

PromptHub

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2023-07-07 About

SciSpace Literature Review - Get to the bottom of scientific literature

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2023-07-03 About

Jerry Liu sur Twitter : "The `camelot` package is an awesome module for extracting tables from PDFs..."

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2023-07-03 About

Question Answering with Large Documents · GoogleCloudPlatform/generative-ai

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2023-06-15 About

Jerry Liu sur Twitter : "The new OpenAI Function API simplifies agent development by A LOT."

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2023-06-15 About

Examples - OpenAI API

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2023-06-14 About

OpenAI: Function calling and other API updates

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2023-06-14 About

LangChain Tutorial: ChatGPT Over Your Data

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2023-06-06 About

Jas Singh sur Twitter : "ChatGPT can now turn your PDFs into chatbots… in ONLY 3 Clicks..."

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2023-06-04 About

Building Your Own DevSecOps Knowledge Base with OpenAI, LangChain, and LlamaIndex | by Wenqi Glantz | May, 2023

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2023-05-25 About

nicknochnack/LangchainDocuments: Leveraging Your Own Documents in a Langchain Pipeline

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2023-05-14 About

Jerry Liu sur Twitter : "LlamaIndex: define your *own* (simplified) hybrid search"

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2023-04-29 About

building an AI-powered blog-analysis tool - Tools of the AI engineer - Softlandia

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2023-04-22 About

Andrej Karpathy sur Twitter : "[Github Copilot] is really, really good..."

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2023-04-20 About

santiagobasulto/ipython-gpt IPython ChatGPT extension

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2023-04-16 About

ChatGPT plugins (OpenAI Blog)

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ChatGPT plugins

2023-04-15 About

Chat Plugins, documentation - OpenAI API

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2023-04-15 About

Notebook by OpenAI which demos a Q&A workflow using ChatGPT API· openai/openai-cookbook

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2023-04-15 About

openai/chatgpt-retrieval-plugin: The ChatGPT Retrieval Plugin

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2023-04-13 About

ibiscp/LLM-IMDB: Proof of concept app using LangChain and LLMs to retrieve information from graphs, built with the IMDB dataset

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2023-04-10 About

Release v1.15.0 · deepset-ai/haystack

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2023-03-30 About

Using ChatGPT Plugins with LLaMA

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2023-03-27 About

ChatGPT + Code Interpreter = Magic – @AndrewMayne

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GPT Code Interpreter

2023-03-26 About

DataChazGPT sur Twitter : "Just. Wow. @OpenAI's just showcased a #ChatGPT plugin for summarizing anything from the web!"

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2023-03-24 About

Harrison Chase sur Twitter : "LangChain AIPlugins: A first open source attempt at using AIPlugins (the same ones ChatGPT is using)

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2023-03-24 About

[2302.04761] Toolformer: Language Models Can Teach Themselves to Use Tools

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> Toolformer, **a model
trained to decide which APIs to call, when to
call them, what arguments to pass, and how to
best incorporate the results into future token
prediction**.

> fulfills the
following desiderata:
> - The use of tools should be learned in a
self-supervised way without requiring large
amounts of human annotations
>- The LM should be able to decide for itself when
and how to use which tool.

> Approach based
on the recent idea of using large LMs with incontext
learning (Brown et al., 2020) to generate
entire datasets from scratch.
>
> Given just a handful of human-written examples
of how an API can be used, 
> - we let a LM annotate
a huge language modeling dataset with potential
API calls. 
> - We then use a self-supervised loss to
determine which of these API calls actually help
the model in predicting future tokens. 
>- Finally, we
finetune the LM itself on the API calls that it considers
useful.

[Jay Hack @mathemagic1an sur twitter](https://twitter.com/mathemagic1an/status/1624870248221663232):

> from a small seed set of human inputs (essentially demonstrating usage of APIs), the training set for this behavior is generated by the LLM itself.
> 
> So what does this mean? We've found a promising way to tightly integrate arbitrary APIs with our best-performing models.

2023-02-13 About

Jay Hack sur Twitter : "My thoughts on Toolformer IMO the most important paper in the past few weeks..."

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2023-02-13 About

Timo Schick sur Twitter : "Introducing the Toolformer, a language model that teaches itself to use various tools in a self-supervised way..."

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2023-02-13 About

explosion/prodigy-openai-recipes: ✨ Bootstrap annotation with zero- & few-shot learning via OpenAI GPT-3

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2023-02-11 About

deepset sur Twitter : " Generative models have taken the world of NLP by storm. But LLMs do not know about your personal data. This makes personal assistants, enterprise knowledge management and many other applications challenging. Retrieval augmented pipelines are the answer"

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2023-02-02 About

GitHub Copilot · Your AI pair programmer

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2023-01-28 About

Dan Shipper 📧 sur Twitter : "I spent Christmas programming with ChatGPT. Some observations:"

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2023-01-03 About

Prompt Tuning BERT🎯:CommonLit Readability | Kaggle

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2022-09-16 About

Sentence Embedding Fine-tuning for the French Language | by La Javaness R&D | Feb, 2022 | Medium

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2022-03-31 About

Nils Reimers sur Twitter : "Creating intent classes for chatbots is challenging This tutorial shows how to use sentence-transformers to find potentially overlapping intent classes and how to improve your data annotation work." / Twitter

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2022-02-19 About

Semantic search through a vectorized Wikipedia (SentenceBERT) with the Weaviate vector search engine

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2021-12-05 About

How to Fine-Tune Sentence-BERT for Question Answering | Capital One

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2021-11-21 About

Semantic Search with S-BERT is all you need

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2021-06-05 About

Rodrigo Nogueira sur Twitter : "Slides of our WSDM 2021 tutorial "Pretrained Transformers for Text Ranking: BERT and Beyond"

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2021-03-09 About

Salmon Run: Word Sense Disambiguation using BERT as a Language Model

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2020-12-01 About

raphaelsty/ckb: Contextual knowledge bases

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2020-11-09 About

Which flavor of BERT should you use for your QA task? | by Olesya Bondarenko | Towards Data Science

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2020-10-04 About

BERT Word Embeddings Tutorial · Chris McCormick

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2020-07-06 About

Distilling BERT models with spaCy - Towards Data Science (2019)

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2020-02-15 About

Hugging Face sur Twitter : DistilBERT-cased for Question Answering w/ just 3 lines of javascript

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2020-02-14 About

Building a Search Engine with BERT and TensorFlow - Towards Data Science

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2020-01-12 About

Named Entity Recognition with Bert – Depends on the definition

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2020-01-09 About

A Technique for Building NLP Classifiers Efficiently with Transfer Learning and Weak Supervision

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2019-05-22 About

huggingface/pytorch-pretrained-BERT: The Big-&-Extending-Repository-of-Transformers: Pretrained PyTorch models for Google's BERT, OpenAI GPT & GPT-2, Google/CMU Transformer-XL.

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2019-03-15 About

Using BERT for state-of-the-art pre-training for natural language processing

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2019-02-14 About

Tutorial on Text Classification (NLP) using ULMFiT and fastai Library in Python - Analytics Vidhya

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2018-12-01 About

Matthew Honnibal sur Twitter : "Have been experimenting with an unsupervised pre-training technique for @spacy_io, similar to ULMFit/Elmo/BERT etc.

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2018-11-18 About

iliaschalkidis/ELMo-keras: Re-implementation of ELMo on Keras

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2018-11-14 About