List: LLM | Curated by LAKSHMI VENKATESH

May 26, 2024
46 stories
2 saves
LLM
In
TDS Archive
by
Wenqi Glantz
12 RAG Pain Points and Proposed SolutionsSolving the core challenges of Retrieval-Augmented Generation
Jan 30, 2024
16
Jan 30, 2024
16
In
LlamaIndex Blog
by
Andrei
A Cheat Sheet and Some Recipes For Building Advanced RAGIt’s the start of a new year and perhaps you’re looking to break into the RAG scene by building your very first RAG system. Or, maybe…
Jan 5, 2024
7
Jan 5, 2024
7
Eric Risco
Unveiling OpenAI’s Best-Kept Secret: The Architecture of GPT-4
Dec 30, 2023
7
Dec 30, 2023
7
In
LlamaIndex Blog
by
Emanuel Ferreira
Improving RAG effectiveness with Retrieval-Augmented Dual Instruction Tuning (RA-DIT)In this blog post, we will explore RA-DIT capabilities to have better performance on Retrieval Augmentation Generation (RAG)
Oct 18, 2023
Oct 18, 2023
TeeTracker
Chat with your PDF （Streamlit Demo)Conversation with specific files
Sep 14, 2023
Sep 14, 2023
In
GoPenAI
by
Mastering LLM (Large Language Model)
Mastering ReAct Prompting: A Crucial Step in LangChain Implementation — A Guided Example for AgentsDon’t rush into agent applications in LangChain. First, grasp the essence of ReAct Prompting with our guided example. Lay the foundation…
Sep 16, 2023
1
Sep 16, 2023
1
In
TDS Archive
by
TDS Editors
The Ins and Outs of Retrieval-Augmented Generation (RAG)Our weekly selection of must-read Editors’ Picks and original features
Oct 12, 2023
Oct 12, 2023
In
Towards AI
by
Damian Gil
Talk to your documents as PDFs, txts, and even web pagesComplete guide to creating a web and the intelligence that allows you to ask questions to docs such as PDFs, TXTs, and even web pages using…
Aug 24, 2023
6
Aug 24, 2023
6
In
TDS Archive
by
Heiko Hotz
RAG vs Finetuning — Which Is the Best Tool to Boost Your LLM Application?The definitive guide for choosing the right method for your use case
Aug 24, 2023
30
Aug 24, 2023
30
In
TDS Archive
by
William Falcon
PyTorch Lightning vs DeepSpeed vs FSDP vs FFCV vs …Learn how to mix the latest techniques for training models at scale using PyTorch Lightning.
Mar 17, 2022
Mar 17, 2022
In
PyTorch Lightning Developer Blog
by
PyTorch Lightning team
Accessible Multi-Billion Parameter Model Training with PyTorch Lightning + DeepSpeedHow to use PyTorch Lighting and Deep Speed to train Multi Billion Parameter models with less than three lines of addtional code.
Mar 30, 2021
6
Mar 30, 2021
6
In
PyTorch
by
PyTorch Lightning team
PyTorch Lightning V1.2.0- DeepSpeed, Pruning, Quantization, SWAIncluding new integrations with DeepSpeed, PyTorch profiler, Pruning,  Quantization, SWA, PyTorch Geometric and more.
Feb 19, 2021
1
Feb 19, 2021
1
In
Microsoft Azure
by
Yufeng Li
Faster and smaller quantized NLP with Hugging Face and ONNX RuntimePopular Hugging Face Transformer models (BERT, GPT-2, etc) can be shrunk and accelerated with ONNX Runtime quantization without retraining.
Aug 31, 2020
2
Aug 31, 2020
2
In
Microsoft Azure
by
Yufeng Li
Faster and smaller quantized NLP with Hugging Face and ONNX RuntimePopular Hugging Face Transformer models (BERT, GPT-2, etc) can be shrunk and accelerated with ONNX Runtime quantization without retraining.
Aug 31, 2020
2
Aug 31, 2020
2
In
TDS Archive
by
Andrej Baranovskij
Zero-Shot Text Classification with Hugging FaceThis post is about detecting text sentiment in an unsupervised way, using Hugging Face zero-shot text classification model.
Aug 20, 2020
2
Aug 20, 2020
2
In
TDS Archive
by
Akash Desarda
Working with Hugging Face Transformers and TF 2.0Models based on Transformers are the current sensation in the world of NLP. Hugging Face’s Transformers library provides all SOTA model…
Apr 24, 2020
8
Apr 24, 2020
8
In
TDS Archive
by
Orhan G. Yalçın
Sentiment Analysis in 10 Minutes with BERT and Hugging FaceLearn the basics of the pre-trained NLP model, BERT, and build a sentiment classifier using the IMDB movie reviews dataset, TensorFlow…
Nov 28, 2020
13
Nov 28, 2020
13
In
TDS Archive
by
Arun Maiya
Text Classification with Hugging Face Transformers in TensorFlow 2 (Without Tears)The Hugging Face transformers package is an immensely popular Python library providing pretrained models that are extraordinarily useful…
Jan 14, 2020
8
Jan 14, 2020
8
In
Microsoft Azure
by
Tianlei Wu
Accelerate your NLP pipelines using Hugging Face Transformers and ONNX RuntimeThis post was written by Morgan Funtowicz from Hugging Face and Tianlei Wu from Microsoft
May 19, 2020
11
May 19, 2020
11
In
TDS Archive
by
Michaël Benesty
Hugging Face Transformer Inference Under 1 Millisecond LatencyGo to production with Microsoft and Nvidia open source tooling
Nov 5, 2021
17
Nov 5, 2021
17