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Large Language Models - Coggle Diagram
Large Language Models
Models
InstructGPT
GPT-3
GPT-4
Mixture-of-Experts Explained: Why 8 smaller models are better than 1 gigantic one
Peering Inside GPT-4: Understanding Its Mixture of Experts (MoE) Architecture
LLaMA
Alpaca
AlpaCare
Vicuna
LLaMA 2
llama2.c
LLaMA Pro
Falcon
Mistral
Zephyr
OpenChat
Parameter-Efficient Fine-Tuning (PEFT)
Understanding LoRA and QLoRA — The Powerhouses of Efficient Finetuning in Large Language Models
Fine Tuning LLM: Parameter Efficient Fine Tuning (PEFT) — LoRA & QLoRA
How to run multiple fine-tuned LLMs for the price of one
Benchmarks
🤗 Open LLM Leaderboard
🤗 LLM-Perf Leaderboard 🏋️
Reinforcement Learning from Human Feedback
How RHLF Works
Argilla
Phixtral
phi
phi-1.5
phi-2
PT-BR
Bode
Cabrita
Prompt Engineering
Prompt Engineering Guide
Langchain
Langchain is NOT for production use. Here is why ..
LangChain State of AI 2023
Generating a Clinical Instruction Dataset in Portuguese with Langchain and GPT-4
Guidance
How to Prompt an LLM
GPTCache
Agents
AutoAgents
LLM Powered Autonomous Agents
Guide to Anthropic's prompt engineering resources
LLMOPs
OpenLLM
Fine-Tuning Insights: Lessons from Experimenting with RedPajama Large Language Model on Flyte Slack Data
Galileo - Evaluation LLM Platform
LM Studio
Neptune.ai
AutoTrain
No-Engineers Guide to AutoTrain: The Easiest Way for Beginners to Fine-Tune Mistral AI!
Lit-GPT
PowerInfer
MLX
Monster API
StreamingLLM
Lamini
Deploying Large Language Models — Tips & Tricks
SkyPilot
Retrieval Augmented Generation
How RAG Works
Advanced RAG Techniques: an Illustrated Overview
GPT-RAG
Qdrant
Cohere
LlamaIndex
Scaling LlamaIndex with AWS and Hugging Face
Retrieval-Augmented Image Captioning
Jina 8K Context Window Embeddings
Marqo
General
Building LLM applications for production
2023, year of open LLMs
Emerging Architectures for LLM Applications
[1hr Talk] Intro to Large Language Models
A Survey of Techniques for Maximizing LLM Performance
Application Development using Large Language Models
Jina AI Launches World's First Open-Source 8K Text Embedding, Rivaling OpenAI
LLM Course
Startups
Maritaca
OpenAI
OpenAI Cookbook
GPT Crawler