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143 search results found

Llm Course ⭐ 18,955

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

Mistral Src ⭐ 6,645

Reference implementation of Mistral AI 7B v0.1 model.

Bigdl ⭐ 4,728

Accelerate LLM with low-bit (FP4 / INT4 / FP8 / INT8) optimizations using bigdl-llm

Vanna ⭐ 4,558

🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using RAG 🔄.

Generative Ai ⭐ 4,453

Sample code and notebooks for Generative AI on Google Cloud

Anima ⭐ 2,455

33B Chinese LLM, DPO QLORA, 100K context, AirLLM 70B inference with single 4GB GPU

Alpaca Cot ⭐ 2,235

We unified the interfaces of instruction-tuning data (e.g., CoT data), multiple LLMs and parameter-efficient methods (e.g., lora, p-tuning) together for easy use. We welcome open-source enthusiasts to initiate any meaningful PR on this repo and integrate as many LLM related technologies as possible. 我们打造了方便研究人员上手和使用大模型等微调平台，我们欢迎开源爱好者发起任何有意义的pr！

Examples ⭐ 2,186

Jupyter Notebooks to help you get hands-on with Pinecone vector databases

Automatic Generation of Visualizations and Infographics using Large Language Models

Simple Llm Finetuner ⭐ 1,977

Simple UI for LLM Model Finetuning

Text Generation Webui Colab ⭐ 1,872

A colab gradio web UI for running Large Language Models

Llama2 Webui ⭐ 1,797

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.

Medusa ⭐ 1,483

Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads

Llms From Scratch ⭐ 1,373

Implementing a ChatGPT-like LLM from scratch, step by step

React ⭐ 1,281

[ICLR 2023] ReAct: Synergizing Reasoning and Acting in Language Models

Prompt In Context Learning ⭐ 1,236

Awesome resources for in-context learning and prompt engineering: Mastery of the LLMs such as ChatGPT, GPT-3, and FlanT5, with up-to-date and cutting-edge updates.

Trulens ⭐ 1,109

Evaluation and Tracking for LLM Experiments

Easyedit ⭐ 1,095

An Easy-to-use Knowledge Editing Framework for LLMs.

Chameleon Llm ⭐ 957

Codes for "Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models".

Unit Minions ⭐ 900

《AI 研发提效研究：自己动手训练 LoRA》，包含 Llama （Alpaca LoRA）模型、ChatGLM （ChatGLM Tuning）相关 Lora 的训练。训练内容：用户故事生成、测试代码生成、代码辅助生成、文本转 SQL、文本生成代码……

Sparrow ⭐ 888

Data extraction with ML and LLM

Generative Ai Docs ⭐ 871

Documentation for Google's Generative AI developer site

Local Llm Comparison Colab Ui ⭐ 723

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

Llm Training Puzzles ⭐ 611

What would you do with 1000 H100s...

Llm Finetuning ⭐ 582

LLM Finetuning with peft

Agently ⭐ 558

[AI Agent Application Development Framework] - 🚀 Build AI agent native application in very few code 💬 Easy to interact with AI agent in code using structure data and chained-calls syntax 🧩 Enhance AI Agent using plugins instead of rebuild a whole new agent

Ontogpt ⭐ 435

LLM-based ontological extraction tools, including SPIRES

Large Language Model Notebooks Course ⭐ 393

Practical course about Large Language Models.

Azure Openai Demos ⭐ 388

Azure Open AI (demos, documentation, accelerators).

Internvl ⭐ 364

InternVL: Scaling up Vision Foundation Models and Aligning for Generic Visual-Linguistic Tasks —— An Open-Source Alternative to ViT-22B

Language modeling and instruction tuning for Russian

Open Source LLM toolkit to build trustworthy LLM applications. TigerArmor (AI safety), TigerRAG (embedding, RAG), TigerTune (fine-tuning)

pykoi: Active learning in one unified interface

Chatllm ⭐ 310

轻松玩转LLM兼容openai&langchain，支持文心一言、讯飞星火、腾讯混元、智谱ChatG

Llm Search ⭐ 271

Querying local documents, powered by LLM

Shared_colab_notebooks ⭐ 244

A Repo to store the Google Colaboratory Notebooks that I have created and shared

Ernie Sdk ⭐ 236

ERNIE Bot Agent is a Large Language Model (LLM) Agent Framework, powered by the advanced capabilities of ERNIE Bot and the platform resources of Baidu AI Studio.

Ray Educational Materials ⭐ 232

This is suite of the hands-on training materials that shows how to scale CV, NLP, time-series forecasting workloads with Ray.

Fact Checker ⭐ 230

Fact-checking LLM outputs with self-ask

Deepworks ⭐ 226

A collection of Deep Learning projects and resources

Azure Openai Llm Vector Langchain ⭐ 198

"Awesome-LLM: a curated list of Azure OpenAI & Large Language Model" 🔎References to Azure OpenAI, 🦙Large Language Models, and related 🌌 services and 🎋libraries.

Finetuned Qlora Falcon7b Medical ⭐ 197

Finetuning of Falcon-7B LLM using QLoRA on Mental Health Conversational Dataset

Langchain Examples ⭐ 187

A collection of apps powered by the LangChain LLM framework.

Opengpt ⭐ 187

A framework for creating grounded instruction based datasets and training conversational domain expert Large Language Models (LLMs).

Haystack Tutorials ⭐ 173

Here you can find all the Tutorials for Haystack 📓

Local Llm Langchain ⭐ 144

Load local LLMs effortlessly in a Jupyter notebook for testing purposes alongside Langchain or other agents. Contains Oobagooga and KoboldAI versions of the langchain notebooks with examples.

Langchain Decoded ⭐ 122

A companion guide for the blog post series, LangChain Decoded.

Sk Recipes ⭐ 122

A collection of C# notebooks to get you started with Semantic Kernel quickly.

Llm Finetuning Large Language Models ⭐ 120

LLM (Large Language Model) FineTuning

the official implementation of the RecSys 2023 paper “Uncovering ChatGPT's Capabilities in Recommender Systems”

An open-source project dedicated to build foundational large language model for natural science, mainly in physics, chemistry and material science.

Llm Document Chat ⭐ 87

Using LlamaIndex, Redis, and OpenAI to chat with PDF documents. Supplementary material for blog post on Microsoft Developer Blog

Wangchanglm ⭐ 83

WangChanGLM 🐘 - The Multilingual Instruction-Following Model

Fastlorachat ⭐ 83

Instruct-tune LLaMA on consumer hardware with shareGPT data

Mistral Haystack ⭐ 79

Mistral + Haystack: build RAG pipelines that rock 🤘

Genai Stack ⭐ 77

An End to End GenAI Framework

Ray Summit 2023 Training ⭐ 65

Insightsolver Colab ⭐ 62

InsightSolver: Colab notebooks for exploring and solving operational issues using deep learning, machine learning, and related models.

Vector Cookbook ⭐ 60

Timescale Vector Cookbook. A collection of recipes to build applications with LLMs using PostgreSQL and Timescale Vector.

Scigraphqa ⭐ 58

Ko Platypus ⭐ 56

[KO-Platy🥮] Korean-Open-platypus를 활용하여 llama-2-ko를 fine-tuning한 KO-platypus model

Towards Agi ⭐ 55

A collection of personally developed projects contributing towards the advancement of Artificial General Intelligence(AGI)

Llamabot ⭐ 54

Pythonic class-based interface to LLMs

Superknowa ⭐ 53

Build Enterprise RAG (Retriver Augmented Generation) Pipelines to tackle various Generative AI use cases with LLM's by simply plugging componants like Lego pieces. This repo is intended for IBM Ecosystem partners.

Fin Llama ⭐ 46

LLAMA specialized on finance

Factualnlg ⭐ 46

Code for the arXiv paper: "LLMs as Factual Reasoners: Insights from Existing Benchmarks and Beyond"

Roy: A lightweight, model-agnostic framework for crafting advanced multi-agent systems using large language models.

Fully automated AI blog writer that uses LangChain and GPT type LLMs for topic selection and content generation

Fashion Assistant ⭐ 36

Our idea is to combine the power of computer vision model and LLMs. We use YOLO, CLIP and DINOv2 to extract high-level features from images. We pass the prompt, along with the extracted features, to LLM, allowing for advanced image dataset queries.

Davidsonian Scene Graph (DSG) for Text-to-Image Evaluation

Ollama Colab Integration ⭐ 31

Jupyter Notebooks for Ollama integration

Huggingfaceguidedtourformac ⭐ 31

A guided tour on how to use HuggingFace large language models on Macs with Apple Silicon

Interactive coding assistant for data scientists and machine learning developers, empowered by large language models.

Ruby client for Chroma DB

Gptq_for_langchain ⭐ 28

A guide about how to use GPTQ models with langchain

Mac Ml Speed Test ⭐ 27

A few quick scripts focused on testing TensorFlow/PyTorch/Llama 2 on macOS.

Cerebros Core Algorithm Alpha ⭐ 26

The Cerebros package is an ultra-precise Neural Architecture Search (NAS) / AutoML that is intended to much more closely mimic biological neurons than conventional neural network architecture strategies.

Neo4j Generative Ai Aws ⭐ 24

Demonstration application showing how Neo4j works with Amazon Bedrock

Alpaca Lora Colab ⭐ 22

Discord Llm ⭐ 21

Experimenting with LLMs to Research, Reflect, and Plan (LLM assistants, retrieval, and Discord integration)

Companionllm ⭐ 21

CompanionLLM - A framework to finetune LLMs to be your own sentient conversational companion

Most Powerful Nlp Library ⭐ 21

Gemini, as capable as GPT-4, provides a free API with limited access. I tested it with the help of prompt engineering and found that it can solve almost any NLP task you want to tackle.

Curate Gpt ⭐ 20

LLM-driven curation assist tool (pre-alpha)

Clinical Self Verification ⭐ 20

Self-verification for LLMs.

300daysofmachinelearning Deeplearning ⭐ 19

Hello everyone this repo will contain my journey of machine learning and DeepLearning with some exciting projects

Townhall ⭐ 19

A Python-based chatbot project built on the autogen and tinygrad foundation, utilizing advanced agents for dynamic conversations and function orchestration, enhancing and expanding traditional chatbot capabilities.

AI book for everyone

Langchain_colab_experiments ⭐ 17

Experiments with Langchain using different approaches on Google colab

Ai Powered Resume Analyzer And Linkedin Scraper With Selenium ⭐ 17

Resume Analyzer AI, powered by LLM and OpenAI, is an advanced Streamlit app for comprehensive resume analysis. It evaluates strengths, suggests improvements, recommends job titles, and extracts vital LinkedIn data using Selenium. Simplifying job searches, it equips users with valuable insights for career enhancement.

Localmentor ⭐ 16

Local Startup Advisor Chatbot

Awesome Ai Tutorials ⭐ 15

The best collection of AI tutorials to make you a boss of Data Science!

Aws Agentic Document Assistant ⭐ 15

An agent based LLM assistant that extends RAG with batch entity extraction and SQL querying to improve performance on multi-step and analytical questions.

Tablesgpt ⭐ 15

GPT-powered solution for extracting and modifying data in tables using natural language commands.

Add ipython magic commands to Jupyter notebooks that provide LLM-driven enhancements

Mms_benchmark ⭐ 14

The most extensive open massively multilingual corpus of datasets for training sentiment models. The corpus consists of 79 manually selected from over 350 datasets reported in the scientific literature based on strict quality criteria and covers 27 languages.

Aoororachain ⭐ 13

Aoororachain is Ruby chain tool to work with LLMs

Install Guides ⭐ 13

Various installation guides for Large Language Models

Train_law_llm ⭐ 13

✏️0成本LLM微调上手项目，⚡️一步一步使用colab训练法律LLM，基于microsoft/ph

Create Million Parameter Llm From Scratch ⭐ 12

Building a 2.3M-parameter LLM from scratch with LLaMA 1 architecture.

Detect Fake Text ⭐ 12

LLM - Detect AI Generated Text || Identify which essay was written by a large language model

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