hyonbokan

TableLlama

[NAACL'24] Dataset, code and models for "TableLlama: Towards Open Large Generalist Models for Tables".

IncreLoRA

llama-cpp-python

Python bindings for llama.cpp

finetune-embedding

Fine-Tuning Embedding for RAG with Synthetic Data

modal_finetune_sql

LanguageInterfacedFineTuning

Code for Language-Interfaced FineTuning for Non-Language Machine Learning Tasks.

BML

petals

🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading

web-llm

High-performance In-browser LLM Inference Engine

ollama

Get up and running with Llama 3.2, Mistral, Gemma 2, and other large language models.

iOS-UIFont-Names

A handy cheatsheet for calling UIFont(name: size:)

online-judge

A modern open-source online judge and contest platform system.

text-generation-webui

A Gradio web UI for Large Language Models.

llama2-webui

Run any Llama 2 locally with gradio UI on GPU or CPU from anywhere (Linux/Windows/Mac). Use `llama2-wrapper` as your local llama2 backend for Generative Agents/Apps.

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

llmfarm_core.swift

Swift library to work with llama and other large language models.

LLMFarm

llama and other large language models on iOS and MacOS offline using GGML library.

app_aware_5g

A cloud-native 5G Network based on OAI platform, fully deployed on Kubernetes, enhanced with AI Unit to forecast the interactions between end-users and applications, and to improve the Quality of Experience of the users in real-time by utilizing the FlexRAN Controller.

SwiftChatApp

Realtime firebase chat app written in Swift 5

FederatedGPT-Shepherd

Shepherd: A foundational framework enabling federated instruction tuning for large language models

Local-LLM-Comparison-Colab-UI

Compare the performance of different LLM that can be deployed locally on consumer hardware. Run yourself with Colab WebUI.

ToolBench

[ICLR'24 spotlight] An open platform for training, serving, and evaluating large language model for tool learning.

FastChat

An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.

test-suite-sql-eval

Semantic Evaluation for Text-to-SQL with Distilled Test Suites

PaLM

An open-source implementation of Google's PaLM models

NVFlare

NVIDIA Federated Learning Application Runtime Environment

federated-xgboost

Federated gradient boosted decision tree learning

Get-Things-Done-with-Prompt-Engineering-and-LangChain

LangChain & Prompt Engineering tutorials on Large Language Models (LLMs) such as ChatGPT with custom data. Jupyter notebooks on loading and indexing data, creating prompt templates, CSV agents, and using retrieval QA chains to query the custom data. Projects for using a private LLM (Llama 2) for chat with PDF files, tweets sentiment analysis.

100

A list of solutions for the 100 Days of Swift challenge

alpaca-lora

Instruct-tune LLaMA on consumer hardware