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roysh's Projects

kaggle_leash_belka icon kaggle_leash_belka

11th place solution of NeurIPS 2024 - Predict New Medicines with BELKA competition on Kaggle: https://www.kaggle.com/competitions/leash-BELKA

ketcher icon ketcher

Ketcher: web-based chemical sketcher

kill-the-bits icon kill-the-bits

Code for: "And the bit goes down: Revisiting the quantization of neural networks"

knowcoder icon knowcoder

Official Repo of paper "KnowCoder: Coding Structured Knowledge into LLMs for Universal Information Extraction". In the paper, we propose KnowCoder, the most powerful large language model so far for universal information extraction.

koch-v1-1 icon koch-v1-1

A version 1.1 of the Alexander Koch low cost robot arm with some small changes.

kotlin icon kotlin

All Algorithms implemented in Kotlin

lambda icon lambda

This is the offical repository of paper "LAMBDA: A large Model Based Data Agent". https://www.polyu.edu.hk/ama/cmfai/lambda.html

langchain icon langchain

🦜🔗 Build context-aware reasoning applications

langsim icon langsim

Application of Large Language Models (LLM) for computational materials science

leetcode-intensive icon leetcode-intensive

Leetcode Intensive tutorial and study guide generated by llama-index, networkx, scikit-learn and pydantic

lerobot icon lerobot

🤗 LeRobot: Making AI for Robotics more accessible with end-to-end learning

litgpt icon litgpt

Pretrain, finetune, deploy 20+ LLMs on your own data. Uses state-of-the-art techniques: flash attention, FSDP, 4-bit, LoRA, and more.

llama-recipes icon llama-recipes

Scripts for fine-tuning Meta Llama3 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 Llama3 for WhatsApp & Messenger.

llama3.np icon llama3.np

llama3.np is pure NumPy implementation for Llama 3 model.

llama_index icon llama_index

LlamaIndex is a data framework for your LLM applications

llm-applications icon llm-applications

A comprehensive guide to building RAG-based LLM applications for production.

llm-course icon llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

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