Jupyter Notebook large-language-models

Open-source Jupyter Notebook projects categorized as large-language-models
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Topics: llm NLP Machine Learning chatgpt Deep Learning
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Top 23 Jupyter Notebook large-language-model Projects

  • llm-course

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

    • Project mention: Ask HN: People who switched from GPT to their own models. How was it? | news.ycombinator.com | 2024-02-26

    This is a very nice resource: https://github.com/mlabonne/llm-course

  • LLMs-from-scratch

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

    • Project mention: Ask HN: Textbook Regarding LLMs | news.ycombinator.com | 2024-03-23

    https://www.manning.com/books/build-a-large-language-model-f...

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  • DeepLearningExamples

    State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

  • FinGPT

    FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.

    • Project mention: GPT-4, without specialized training, beat a GPT-3.5 class model that cost $10B | news.ycombinator.com | 2024-03-24

    There is also the open source FinGPT, that is claimed to beat GPT4 in some benchmarks at a fine tuning cost of $17.25.

    https://github.com/AI4Finance-Foundation/FinGPT

  • Promptify

    Prompt Engineering | Prompt Versioning | Use GPT or other prompt based models to get structured output. Join our discord for Prompt-Engineering, LLMs and other latest research

    • Project mention: Promptify 2.0: More Structured, More Powerful LLMs with Prompt-Optimization, Prompt-Engineering, and Structured Json Parsing with GPT-n Models! 🚀 | /r/ArtificialInteligence | 2023-07-31

    First up, a huge Thank You for making Promptify a hit with over 2.3k+ stars on Github ! 🌟

  • ReAct

    [ICLR 2023] ReAct: Synergizing Reasoning and Acting in Language Models (by ysymyth)

  • EasyEdit

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

    • Project mention: Looking for Paper about LLM Fine Tuning for specific topic / Alignment Paper | /r/LocalLLaMA | 2023-12-09

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

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  • alpaca_eval

    An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.

    • Project mention: UltraLM-13B reaches top of AlpacaEval leaderboard | /r/LocalLLaMA | 2023-06-28

    Alpaca Eval is open source and was developed by the same team who trained the alpaca model afaik. It is not like what you said in the other comment

  • 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.

    • Project mention: Get-Things-Done-with-Prompt-Engineering-and-LangChain: NEW Data - star count:617.0 | /r/algoprojects | 2023-12-10

  • ontogpt

    LLM-based ontological extraction tools, including SPIRES

    • Project mention: GPT-based ontological extraction tools, including SPIRES | news.ycombinator.com | 2023-07-24

  • xmtf

    Crosslingual Generalization through Multitask Finetuning

  • fromage

    🧀 Code and models for the ICML 2023 paper "Grounding Language Models to Images for Multimodal Inputs and Outputs".

  • llm-search

    Querying local documents, powered by LLM

    • Project mention: Querying local documents, powered by LLM | news.ycombinator.com | 2023-11-07

  • hyde

    HyDE: Precise Zero-Shot Dense Retrieval without Relevance Labels (by texttron)

  • KG_RAG

    Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks

    • Project mention: A list of system prompts used for biomedical RAG (KG-RAG) using LLM | news.ycombinator.com | 2024-01-10

  • datablations

    Scaling Data-Constrained Language Models

    • Project mention: Gemini is only 1x Chinchilla, so it undertrained for production | /r/singularity | 2023-12-07

    1x chinchilla means it's not really undertrained but that more could be squeezed without excessive difficulty https://arxiv.org/abs/2305.16264

  • ToolQA

    ToolQA, a new dataset to evaluate the capabilities of LLMs in answering challenging questions with external tools. It offers two levels (easy/hard) across eight real-life scenarios.

    • Project mention: 🔍📊 Exciting development in the AI world: Introducing ToolQA, a new dataset that evaluates how well Large Language Models (LLMs) can use external tools for question answering. | /r/machinelearningnews | 2023-07-01

  • langforge

    A Toolkit for Creating and Deploying LangChain Apps

  • localLLM_guidance

    Local LLM ReAct Agent with Guidance

    • Project mention: LlamaCPP and LangChain Agent Quality | /r/LocalLLaMA | 2023-05-31

    If you refer to React agent, you can check this link

  • FastLoRAChat

    Instruct-tune LLaMA on consumer hardware with shareGPT data

  • augmented-interpretable-models

    Interpretable and efficient predictors using pre-trained language models. Scikit-learn compatible.

  • llm_seminar_series

    Material for the series of seminars on Large Language Models

    • Project mention: Landscape of Large Language Models (World After the Launch of ChatGPT) | news.ycombinator.com | 2023-12-09

  • AutoCog

    Automaton & Cognition

    • Project mention: Programming Language for LLMs: OpenAI's GPT, Meta's LLaMa | news.ycombinator.com | 2023-06-24

  • SaaSHub

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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 large-language-models related posts

Index

What are some of the best open-source large-language-model projects in Jupyter Notebook? This list will help you:

Project Stars
1 llm-course 28,809
2 LLMs-from-scratch 14,142
3 DeepLearningExamples 12,607
4 FinGPT 11,419
5 Promptify 3,020
6 ReAct 1,557
7 EasyEdit 1,385
8 alpaca_eval 1,103
9 Get-Things-Done-with-Prompt-Engineering-and-LangChain 943
10 ontogpt 495
11 xmtf 494
12 fromage 456
13 llm-search 368
14 hyde 362
15 KG_RAG 314
16 datablations 289
17 ToolQA 206
18 langforge 163
19 localLLM_guidance 146
20 FastLoRAChat 119
21 augmented-interpretable-models 37
22 llm_seminar_series 23
23 AutoCog 16

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