KarWi's starred repositories
GEC-with-MoE-CoT-and-Rubrics
An innovative GEC system that harnesses the power of Mixture of Experts, Chain-of-Thought (CoT) and rubric-guided evaluations to enhance correction quality and accuracy. Built on the foundation of advanced reasoning models like GPT-3.5-turbo-1106 and integrating teacher-student model feedback.
RALM_Survey
This is a repository of RALM surveys containing a summary of state-of-the-art RAG and other technologies
TensorRT-LLM
TensorRT-LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and build TensorRT engines that contain state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs. TensorRT-LLM also contains components to create Python and C++ runtimes that execute those TensorRT engines.
whisper.cpp-cli
Packages whisper.cpp into pre-built, pip-installable wheels, for macOS and Linux.
cohere-toolkit
Cohere Toolkit is a collection of prebuilt components enabling users to quickly build and deploy RAG applications.
mixture-of-experts
A Pytorch implementation of Sparsely-Gated Mixture of Experts, for massively increasing the parameter count of language models
gpt-researcher
GPT based autonomous agent that does online comprehensive research on any given topic
jsonrepair
Repair invalid JSON documents
open-webui
User-friendly WebUI for LLMs (Formerly Ollama WebUI)
schedule_free
Schedule-Free Optimization in PyTorch
PromptPapers
Must-read papers on prompt-based tuning for pre-trained language models.
Chain-of-ThoughtsPapers
A trend starts from "Chain of Thought Prompting Elicits Reasoning in Large Language Models".