LLM
tags :
Summary #
Best LLM currently, , is ChatGPT
Large language models (LLM) are very large Deep Learning models that are pre-trained on vast amounts of data.
Best or Popular Open Source LLM’s #
From Hugging Face https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard
Falcon LLM #
LLaMa #
GPT4All #
A free-to-use, locally running, privacy-aware chatbot. No GPU or internet required. https://gpt4all.io/index.html
BLOOM #
https://huggingface.co/bigscience/bloom BigScience Large Open-science Open-access Multilingual Language Model 176B parameters by Big Science
Flan-T5 #
https://huggingface.co/google/flan-t5-xl by Google
h20GPT #
Private Q&A and summarization of documents+images or chat with local GPT, 100% private, Apache 2.0. Supports LLaMa2, llama.cpp, and more. https://github.com/h2oai/h2ogpt
LLMOps #
Links to this note
- LangChain
- One Hot Encoding
- opensearch-neural-search
- Dense Encoding
- Retrieval Augmented Generation
- LangGraph
- shell-ai
- LLaMa
- llama-hub
- Hugging Face
- Chunking for creating Embeddings
- unstructured
- Using LLM in e-invoicing application
- FlagEmbedding
- e5-mistral-7b-instruct
- vanna.ai
- Oracle Cloud Infrastructure
- llmsherpa
- Sparse Vector
- Dense Vector
- ReAct
- Build real world applications with Large Language Models and LangChain!
- Event: Artificial intelligence meets search: Powering a new generation of insights
- Your Ultimate Guide to Customizing ChatGPT (and other LLMs) with LlamaIndex. Create LLM applications with LlamaIndex
- Falcon LLM
- ChatGPT
- Open Banking and LLM
- Cohere
- 20240222-132420–Allow chapt users to edit the query if needed as feedback
- LLM Apps
- LLMOps
- LlamaIndex
- paper-qa