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Showing 41 resources.
Whitepaper
Llama 2: Open Foundation and Fine-Tuned Chat Models
Whitepaper
PaLM: Scaling Language Modeling with Pathways
Whitepaper
Toolformer: Language Models Can Teach Themselves
Whitepaper
ReAct: Synergizing Reasoning and Acting
Whitepaper
Chain-of-Thought Prompting Elicits Reasoning
Whitepaper
Training language models to follow instructions with human feedback
Whitepaper
Retrieval-Augmented Generation for Knowledge-Intensive NLP
Whitepaper
Language Models are Few-Shot Learners (GPT-3)
Whitepaper
BERT: Pre-training of Deep Bidirectional Transformers
Whitepaper
Training Compute-Optimal Large Language Models
Video
Stanford CS224N Lecture Playlist
Open Source
Guidance
Open Source
LiteLLM
Open Source
DSPy
Open Source
LM Evaluation Harness
Open Source
OpenAI Evals
Open Source
Text Generation Inference
Open Source
llama.cpp
Open Source
vLLM
Tutorial
vLLM Documentation
Tutorial
NVIDIA NeMo Documentation
Course
LLM Bootcamp - The Full Stack
Course
CS324: Large Language Models
Course
CS224N: Natural Language Processing with Deep Learning
Tutorial
Building RAG Systems - Complete Guide
Article
MIT AI Research Publications
Article
Stanford AI Lab Research Papers
Article
AI Alignment: Why It's Hard
Article
Model Monitoring and Observability
Course
Full Stack Deep Learning
Article
MLOps Principles and Best Practices
Course
Spinning Up in Deep RL by OpenAI
Article
Image Segmentation with Deep Learning
Course
Stanford CS231n: CNNs for Visual Recognition
Tutorial
Fine-Tuning Large Language Models
Whitepaper
GPT-4 Technical Report
Whitepaper
Attention Is All You Need - Original Paper
Course
Stanford CS224N: NLP with Deep Learning
Book
Deep Learning Book by Goodfellow
Article
GANs Explained - Generative Adversarial Networks
Course