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Top 23 Jupyter Notebook Gpt Projects
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generative-ai-for-beginners
18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/
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autogen
A programming framework for agentic AI. Discord: https://aka.ms/autogen-dc. Roadmap: https://aka.ms/autogen-roadmap
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InfluxDB
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ChatPDF
Chat with any PDF. Easily upload the PDF documents you'd like to chat with. Instant answers. Ask questions, extract information, and summarize documents with AI. Sources included.
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SaaSHub
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adaptnlp
An easy to use Natural Language Processing library and framework for predicting, training, fine-tuning, and serving up state-of-the-art NLP models.
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KG_RAG
Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks
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twewy-discord-chatbot
Discord AI Chatbot using DialoGPT, trained on the game transcript of The World Ends With You
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REaLTabFormer
A suite of auto-regressive and Seq2Seq (sequence-to-sequence) transformer models for tabular and relational synthetic data generation.
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Smarty-GPT
A wrapper of LLMs that biases its behaviour using prompts and contexts in a transparent manner to the end-users
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Basic-UI-for-GPT-J-6B-with-low-vram
A repository to run gpt-j-6b on low vram machines (4.2 gb minimum vram for 2000 token context, 3.5 gb for 1000 token context). Model loading takes 12gb free ram.
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OpenAI-Assistants-Template
Build and deploy AI-driven assistants with our OpenAI Assistants Template. This tutorial provides a hands-on approach to using OpenAI's Assistant API, complete with code modules, interactive Jupyter Notebook examples, and best practices to get you started on creating intelligent conversational agents.
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Roy
Roy: A lightweight, model-agnostic framework for crafting advanced multi-agent systems using large language models. (by JosefAlbers)
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reweight-gpt
Reweight GPT - a simple neural network using transformer architecture for next character prediction
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Holodeck
🎮👥 Experience the future of multiplayer gaming with MUDGPT's AI-generated virtual world! 🌟🤖
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SaaSHub
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Generative AI For Beginners: a collection of resources to learn about Generative AI, including tutorials, code samples, and more.
AutoGen is an AI framework by Microsoft designed to streamline multi-agent conversations. AutoGen allows agents to communicate, share information, and make collective decisions. This setup enhances the responsiveness and dynamism of conversations. Developers use AutoGen to tailor agents to specific roles, such as programmer, content writer, CEO, etc. This enhances their ability to handle tasks from simple queries to intricate problem-solving.
Project mention: The Era of 1-bit LLMs: ternary parameters for cost-effective computing | news.ycombinator.com | 2024-02-28https://github.com/Stability-AI/StableLM?tab=readme-ov-file#...
Project mention: Finetune a GPT Model for Spam Detection on Your Laptop in Just 5 Minutes | news.ycombinator.com | 2024-05-03
Project mention: TimeGPT: Production Ready Time Series Foundation Model for Forecasting | news.ycombinator.com | 2024-05-08
For example your website (https://embedai.thesamur.ai/) uses Google Login, Google Fonts, Google Tagmanager, Google Analytics and translate.googleapis.com. I'd assume Google will all user data for maximum profit. For each service there are free and self-hostable alternatives.
Project mention: Show HN: Zapier AI Actions on your website to chat with 6000 tools [video] | news.ycombinator.com | 2023-11-24I have built a project to let you run Zapier AI actions on your website to chat with 6000+ tools. Just connect Zapier to EmbedAI, and start performing some cool actions such as these
Find your latest email and reply to it
Send messages to slack channels
Create calendar events just from chat
Here is the link to the project https://thesamur.ai
Project mention: A list of system prompts used for biomedical RAG (KG-RAG) using LLM | news.ycombinator.com | 2024-01-10
Github link to lesson :- https://github.com/SamurAIGPT/LlamaIndex-course/blob/main/query_engines/Query_Engines.ipynb
Project mention: Gemini is only 1x Chinchilla, so it undertrained for production | /r/singularity | 2023-12-071x chinchilla means it's not really undertrained but that more could be squeezed without excessive difficulty https://arxiv.org/abs/2305.16264
https://github.com/360macky/generative-manim :
> Generative Manim is a prototype of a web app that uses GPT-4 to generate videos with Manim. The idea behind this project is taking advantage of the power of GPT-4 in programming, the understanding of human language and the animation capabilities of Manim to generate a tool that could be used by anyone to create videos. Regardless of their programming or video editing skills.
"TheoremQA: A Theorem-driven [STEM] Question Answering dataset" (2023) https://github.com/wenhuchen/TheoremQA#leaderboard
How do you score memory retention and video watching comprehension? The classic educators' optimization challenge
"Khan Academy’s 7-Step Approach to Prompt Engineering for Khanmigo"
Project mention: My take on Microsoft's `autogen` for multi-agent chat: `Roy` | /r/LocalLLaMA | 2023-10-05So, I spent the weekend putting together Roy. I tried to replicate some of its features but in what I hoped would be a simpler, more straightforward way.
You don't say whether you are running Windows or Linux or whether you need Python code or node. This looks like a useful resource for Linux - https://github.com/abhinand5/gptq_for_langchain/tree/main
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Jupyter Notebook Gpt related posts
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Finetune a GPT Model for Spam Detection on Your Laptop in Just 5 Minutes
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Insights from Finetuning LLMs for Classification Tasks
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Comparing 5 ways to implement Multihead Attention in PyTorch
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Generative AI for Beginners – 18 Lessons
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Generative AI for Beginners – Version 2
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Implementing a ChatGPT-like LLM from scratch, step by step
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Looking for Paper about LLM Fine Tuning for specific topic / Alignment Paper
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A note from our sponsor - InfluxDB
www.influxdata.com | 8 May 2024
Index
What are some of the best open-source Gpt projects in Jupyter Notebook? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | generative-ai-for-beginners | 43,438 |
| 2 | autogen | 25,506 |
| 3 | StableLM | 15,851 |
| 4 | LLMs-from-scratch | 14,440 |
| 5 | nixtla | 1,445 |
| 6 | ChatPDF | 1,264 |
| 7 | langchain-course | 943 |
| 8 | adaptnlp | 414 |
| 9 | KG_RAG | 340 |
| 10 | LlamaIndex-course | 314 |
| 11 | twewy-discord-chatbot | 303 |
| 12 | datablations | 290 |
| 13 | ClassGPT | 209 |
| 14 | generative-manim | 203 |
| 15 | REaLTabFormer | 183 |
| 16 | Smarty-GPT | 142 |
| 17 | Basic-UI-for-GPT-J-6B-with-low-vram | 113 |
| 18 | OpenAI-Assistants-Template | 69 |
| 19 | Roy | 66 |
| 20 | minGPT-TF | 53 |
| 21 | reweight-gpt | 43 |
| 22 | gptq_for_langchain | 40 |
| 23 | Holodeck | 33 |
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