pleonova
Data Scientist in EdTech • Quantified Self Enthusiast • Amateur Woodworker
@mysterysci @discoveryeduSan Francisco
pleonova's Stars
poloclub/transformer-explainer
Transformer Explained Visually: Learn How LLM Transformer Models Work with Interactive Visualization
IntelLabs/RAG-FiT
Framework for enhancing LLMs for RAG tasks using fine-tuning.
promptfoo/promptfoo
Test your prompts, agents, and RAGs. Red teaming, pentesting, and vulnerability scanning for LLMs. Compare performance of GPT, Claude, Gemini, Llama, and more. Simple declarative configs with command line and CI/CD integration.
aburkov/theMLbook
The Python code to reproduce the illustrations from The Hundred-Page Machine Learning Book.
VikParuchuri/marker
Convert PDF to markdown quickly with high accuracy
noamgat/lm-format-enforcer
Enforce the output format (JSON Schema, Regex etc) of a language model
CambioML/uniflow-llm-based-pdf-extraction-text-cleaning-data-clustering
LLM-based text extraction from unstructured data like PDFs, Words and HTMLs. Transform and cluster the text into your desired format. Less information loss, more interpretation, and faster R&D!
jeffvestal/ElasticDocs_GPT
Combining the search power of Elasticsearch with the Question Answering power of GPT
scikit-learn-contrib/hiclass
A python library for hierarchical classification compatible with scikit-learn
streamlit/llm-examples
Streamlit LLM app examples for getting started
1rgs/jsonformer
A Bulletproof Way to Generate Structured JSON from Language Models
baal-org/baal
Bayesian active learning library for research and industrial usecases.
sepandhaghighi/pycm
Multi-class confusion matrix library in Python
guidance-ai/guidance
A guidance language for controlling large language models.
meta-llama/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.
refuel-ai/autolabel
Label, clean and enrich text datasets with LLMs.
aws-samples/amazon-sagemaker-build-train-deploy
Scale complete ML development with Amazon SageMaker Studio
lllyasviel/Fooocus
Focus on prompting and generating
aws/amazon-sagemaker-examples
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
webis-de/small-text
Active Learning for Text Classification in Python
FlagOpen/FlagEmbedding
Retrieval and Retrieval-augmented LLMs
pezzolabs/pezzo
🕹️ Open-source, developer-first LLMOps platform designed to streamline prompt design, version management, instant delivery, collaboration, troubleshooting, observability and more.
b7leung/MLE-Flashcards
200+ detailed flashcards useful for reviewing topics in machine learning, computer vision, and computer science.
nestauk/ojd_daps_skills
Nesta's Skills Extractor Library
huggingface/text-embeddings-inference
A blazing fast inference solution for text embeddings models
FlowiseAI/Flowise
Drag & drop UI to build your customized LLM flow
Mooler0410/LLMsPracticalGuide
A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)
tloen/alpaca-lora
Instruct-tune LLaMA on consumer hardware
leeoniya/uPlot
📈 A small, fast chart for time series, lines, areas, ohlc & bars
yasoob/intermediatePython