Skip to content
#

developer-advocacy

Star

Here are 15 public repositories matching this topic...

Language: All
Filter by language
All 15 Jupyter Notebook 2 Vue 2 CSS 1 HTML 1 JavaScript 1 SCSS 1 Swift 1
Sort: Least recently updated
Sort options
Most stars Fewest stars Most forks Fewest forks Recently updated Least recently updated

ksm26 / Prompt-Compression-and-Query-Optimization

Star 0

Enhance the performance and cost-efficiency of large-scale Retrieval Augmented Generation (RAG) applications. Learn to integrate vector search with traditional database operations and apply techniques like prefiltering, postfiltering, projection, and prompt compression.

mongodb projection query-optimization search-relevance data-retrieval performance-optimization reranking data-security vector-search developer-advocacy query-processing vector-search-engine database-operations prefiltering cost-efficiency data-retrieval-and-display prompt-compression rag-applications postfiltering large-scale-applications
  • Updated Jul 23, 2024
  • Jupyter Notebook

ksm26 / Pretraining-LLMs

Star 5

Master the essential steps of pretraining large language models (LLMs). Learn to create high-quality datasets, configure model architectures, execute training runs, and assess model performance for efficient and effective LLM pretraining.

machine-learning text-generation data-preparation performance-assessment developer-advocacy ai-training hugging-face large-language-models llm-evaluation model-configuration meta-llama pretraining-llms training-runs high-quality-datasets model-initialization depth-upscaling cost-effective-pretraining
  • Updated Aug 7, 2024
  • Jupyter Notebook

Improve this page

Add a description, image, and links to the developer-advocacy topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the developer-advocacy topic, visit your repo's landing page and select "manage topics."

Learn more