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Daniel Radu's starred repositories

composer

Supercharge Your Model Training

Language:PythonApache-2.0505300

quaterion

Blazing fast framework for fine-tuning similarity learning models

Language:PythonApache-2.062700

PurpleLlama

Set of tools to assess and improve LLM security.

Language:PythonNOASSERTION208600

A comprehensive guide to LLM evaluation methods designed to assist in identifying the most suitable evaluation techniques for various use cases, promote the adoption of best practices in LLM assessment, and critically assess the effectiveness of these evaluation methods.

3700

Monocle

Tooling backed by an LLM for performing natural language searches against compiled target binaries. Search for encryption logic, password strings, vulnerabilities, etc.

Language:PythonGPL-3.012800

osquery-attck

Mapping the MITRE ATT&CK Matrix with Osquery

Apache-2.076100

hurl

Hurl, run and test HTTP requests with plain text.

Language:RustApache-2.01207800

datatrove

Freeing data processing from scripting madness by providing a set of platform-agnostic customizable pipeline processing blocks.

Language:PythonApache-2.0164100

lida

Automatic Generation of Visualizations and Infographics using Large Language Models

Language:Jupyter NotebookMIT251300

llama

Inference code for Llama models

Language:PythonNOASSERTION5385300

tiktoken

tiktoken is a fast BPE tokeniser for use with OpenAI's models.

Language:PythonMIT1075500

evals

Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.

Language:PythonNOASSERTION1422500

griptape

Modular Python framework for AI agents and workflows with chain-of-thought reasoning, tools, and memory.

Language:PythonApache-2.0171800

h2ogpt

Private chat with local GPT with document, images, video, etc. 100% private, Apache 2.0. Supports oLLaMa, Mixtral, llama.cpp, and more. Demo: https://gpt.h2o.ai/ https://codellama.h2o.ai/

Language:PythonApache-2.01085900

llama_index

LlamaIndex is a data framework for your LLM applications

Language:PythonMIT3254400

whisperX

WhisperX: Automatic Speech Recognition with Word-level Timestamps (& Diarization)

Language:PythonBSD-4-Clause965300

haystack

:mag: LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.

Language:PythonApache-2.01425000