ColdFusion2001's starred repositories
RAG_Techniques
This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and contextually rich responses.
awesome-kan
A comprehensive collection of KAN(Kolmogorov-Arnold Network)-related resources, including libraries, projects, tutorials, papers, and more, for researchers and developers in the Kolmogorov-Arnold Network field.
Intra-Fusion
Towards Meta-Pruning via Optimal Transport, ICLR 2024 (Spotlight)
meta-weight-net
NeurIPS'19: Meta-Weight-Net: Learning an Explicit Mapping For Sample Weighting (Pytorch implementation for noisy labels).
distilabel
Distilabel is a framework for synthetic data and AI feedback for engineers who need fast, reliable and scalable pipelines based on verified research papers.
matmulfreellm
Implementation for MatMul-free LM.
complexity-scaling
gzip Predicts Data-dependent Scaling Laws
model-explorer
A modern model graph visualizer and debugger
matryoshka-representation-learning
PyTorch implementation for MRL
energy-transformer-torch
Official Implementation of Energy Transformer in PyTorch for Mask Image Reconstruction
NeMo-Aligner
Scalable toolkit for efficient model alignment
llamaduo
This project showcases an LLMOps pipeline that fine-tunes a small-size LLM model to prepare for the outage of the service LLM. For this project, we have initially chosen Gemini 1.0 Pro for service type LLM and Gemma 2B/7B for small sized LLM model. It now supports other service LLMs such as GPT4 and Claude3.