Pinned Repositories
alignment-handbook
Robust recipes for to align language models with human and AI preferences
amazon-sagemaker-bing-your-own-scripts-and-container
Amazon-SageMaker-create-an-event-driven-job
amazon-sagemaker-drift-detection
This sample demonstrates how to setup an Amazon SageMaker MLOps end-to-end pipeline for Drift detection
amazon-sagemaker-examples
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
amazon-sagemaker-genai-content-moderation
amazon-sagemaker-immersion-day-custom
Mixtral-8x7b-finetuning-deployment-SageMaker
sagemaker-inference-poc-to-production
melanie531's Repositories
melanie531/Mixtral-8x7b-finetuning-deployment-SageMaker
melanie531/sagemaker-inference-poc-to-production
melanie531/alignment-handbook
Robust recipes for to align language models with human and AI preferences
melanie531/amazon-sagemaker-examples
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
melanie531/Amazing-Resources
List of references and online resources related to data science, machine learning and deep learning.
melanie531/autogen
Enable Next-Gen Large Language Model Applications. Join our Discord: https://discord.gg/pAbnFJrkgZ
melanie531/Awesome-LLMs-Evaluation-Papers
The papers are organized according to our survey: Evaluating Large Language Models: A Comprehensive Survey.
melanie531/clip-interrogator-on-amazon-sagemaker
melanie531/codenator-automatic-code-generation-and-execution-using-llm
melanie531/djl-demo
Demo applications showcasing DJL
melanie531/fmeval
Foundation Model Evaluations Library
melanie531/foundation-model-benchmarking-tool
Foundation model benchmarking tool. Run any model on Amazon SageMaker and benchmark for performance across instance type and serving stack options.
melanie531/generative-ai-workshop-build-a-multifunctional-chatbot-on-sagemaker
melanie531/graphstorm
Enterprise graph machine learning framework for billion-scale graphs for ML scientists and data scientists.
melanie531/LEval
Data and code for L-Eval, a comprehensive long context language models evaluation benchmark
melanie531/litellm
Python SDK, Proxy Server to call 100+ LLM APIs using the OpenAI format - [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, HuggingFace, Replicate, Groq]
melanie531/llama-recipes
Scripts for fine-tuning Meta Llama with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment. Demo apps to showcase Meta Llama for WhatsApp & Messenger.
melanie531/llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
melanie531/minbpe
Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.
melanie531/ML-study
自己整理了一些ML入门的知识，以及ML项目中的一些经验总结分享
melanie531/nanoGPT
The simplest, fastest repository for training/finetuning medium-sized GPTs.
melanie531/notebooks
Notebooks using the Hugging Face libraries 🤗
melanie531/Python
All Algorithms implemented in Python
melanie531/sagemaker-falcon-180b-samples
melanie531/sagemaker-genai-hosting-examples
melanie531/sagemaker-hosting
melanie531/sagemaker-inference-gai-roadshow
melanie531/sagemaker-jumpstart-generative-ai-examples
Unlocking Creativity: Generative AI with SageMaker Jumpstart
melanie531/screenshot-to-code
Drop in a screenshot and convert it to clean code (HTML/Tailwind/React/Vue)
melanie531/training-llm-on-sagemaker-for-multiple-nodes-with-deepspeed