large-language-models

Open-source projects categorized as large-language-models
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Top 23 large-language-model Open-Source Projects

  • gpt_academic

    为GPT/GLM等LLM大语言模型提供实用化交互接口，特别优化论文阅读/润色/写作体验，模块化设计，支持自定义快捷按钮&函数插件，支持Python和C++等项目剖析&自译解功能，PDF/LaTex论文翻译&总结功能，支持并行问询多种LLM模型，支持chatglm3等本地模型。接入通义千问, deepseekcoder, 讯飞星火, 文心一言, llama2, rwkv, claude2, moss等。

    • Project mention: Enhance Speed of AnkiBrain Addon | /r/ankibrain | 2023-12-06

    I recently managed to manually install the AnkiBrain addon, utilizing my personal ChatGPT API key. I'd like to extend my appreciation for creating such a useful tool. However, I've noticed a significant difference in speed compared to a local GUI, similar to what's offered by GPT Academic.

  • 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

  • Scout Monitoring

    Free Django app performance insights with Scout Monitoring. Get Scout setup in minutes, and let us sweat the small stuff. A couple lines in settings.py is all you need to start monitoring your apps. Sign up for our free tier today.

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  • Flowise

    Drag & drop UI to build your customized LLM flow

    • Project mention: FLaNK Stack Weekly 12 February 2024 | dev.to | 2024-02-12

  • LLaMA-Factory

    Unify Efficient Fine-Tuning of 100+ LLMs

    • Project mention: FLaNK-AIM Weekly 06 May 2024 | dev.to | 2024-05-06

  • langflow

    ⛓️ Langflow is a dynamic graph where each node is an executable unit. Its modular and interactive design fosters rapid experimentation and prototyping, pushing hard on the limits of creativity.

    • Project mention: News DataStax just bought our startup Langflow | news.ycombinator.com | 2024-04-04

    Hey folks I'm the Head of DevRel @ DataStax here and just wanted to share to the HN community that in conjunction with this big acquisition news, the LF team has shipped 1.0-alpha of Langflow.

    It's a simple `pip install` and the team would love any and all feedback!

    https://github.com/logspace-ai/langflow/

  • Chinese-LLaMA-Alpaca

    中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs)

  • ChatGLM2-6B

    ChatGLM2-6B: An Open Bilingual Chat LLM | 开源双语对话语言模型

    • Project mention: Are We Overlooking China's Progress in AI? | /r/singularity | 2023-06-26

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  • LLMs-from-scratch

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

    • Project mention: Ask HN: What are some books/resources where we can learn by building | news.ycombinator.com | 2024-05-11

    By happenchance today I learned that Manning recently started working on publishing a X From Scratch series, which currently includes:

    * Container Orchestrator: https://www.manning.com/books/build-an-orchestrator-in-go-fr...

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

    * Frontend Framework: https://www.manning.com/books/build-a-frontend-web-framework...

  • haystack

    :mag: LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.

    • Project mention: Haystack DB – 10x faster than FAISS with binary embeddings by default | news.ycombinator.com | 2024-04-28

    I was confused for a bit but there is no relation to https://haystack.deepset.ai/

  • 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.

  • MOSS

    An open-source tool-augmented conversational language model from Fudan University

  • 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

  • Qwen

    The official repo of Qwen (通义千问) chat & pretrained large language model proposed by Alibaba Cloud.

    • Project mention: What the heck is so great about this model? | /r/SillyTavernAI | 2023-12-07

    Qwen: https://github.com/QwenLM/Qwen

  • ml-engineering

    Machine Learning Engineering Open Book

    • Project mention: Accelerators | news.ycombinator.com | 2024-02-22

  • ggml

    Tensor library for machine learning

    • Project mention: LLMs on your local Computer (Part 1) | dev.to | 2024-03-11

    git clone https://github.com/ggerganov/ggml cd ggml mkdir build cd build cmake .. make -j4 gpt-j ../examples/gpt-j/download-ggml-model.sh 6B

  • Awesome-Multimodal-Large-Language-Models

    :sparkles::sparkles:Latest Papers and Datasets on Multimodal Large Language Models, and Their Evaluation.

    • Project mention: Don't we need a leaderboard for visual models? | /r/LocalLLaMA | 2023-12-06

    There is this one: https://github.com/BradyFU/Awesome-Multimodal-Large-Language-Models/tree/Evaluation As well as a leaderboard from OpenCompass (probably outdated): https://mmbench.opencompass.org.cn/leaderboard

  • FlexGen

    Running large language models on a single GPU for throughput-oriented scenarios.

    • Project mention: Run 70B LLM Inference on a Single 4GB GPU with This New Technique | news.ycombinator.com | 2023-12-03

  • LLMSurvey

    The official GitHub page for the survey paper "A Survey of Large Language Models".

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

    Here’s another one - it’s older but has some interesting charts and graphs.

    https://arxiv.org/abs/2303.18223

  • petals

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

    • Project mention: Chameleon: Meta's New Multi-Modal LLM | news.ycombinator.com | 2024-05-21

    Things like [petals](https://github.com/bigscience-workshop/petals) exist, distributed computing over willing participants. Right now corporate cash is being rammed into the space so why not snap it up while you can, but the moment it dries up projects like petals will see more of the love they deserve.

    I envision a future where crypto-style booms happen over tokens useful for purchasing priority computational time, which is earned by providing said computational time. This way researchers can daisy-chain their independent smaller rigs together into something with gargantuan capabilities.

  • LLMsPracticalGuide

    A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)

    • Project mention: Ask HN: Daily practices for building AI/ML skills? | news.ycombinator.com | 2023-12-14

  • nebuly

    The user analytics platform for LLMs

    • Project mention: Nebuly – The LLM Analytics Platform | news.ycombinator.com | 2023-10-07

  • deeplake

    Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stream data in real-time to PyTorch/TensorFlow. https://activeloop.ai

    • Project mention: FLaNK AI Weekly 25 March 2025 | dev.to | 2024-03-25

  • Yi

    A series of large language models trained from scratch by developers @01-ai

    • Project mention: Yi: Open Foundation Models by 01.ai | news.ycombinator.com | 2024-03-10

    The model license:

    https://github.com/01-ai/Yi/blob/main/MODEL_LICENSE_AGREEMEN...

    1) Your use of the Yi Series Models must comply with the Laws and Regulations as

  • 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).

large-language-models related posts

Index

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

Project Stars
1 gpt_academic 59,705
2 llm-course 32,085
3 Flowise 25,664
4 LLaMA-Factory 22,989
5 langflow 18,335
6 Chinese-LLaMA-Alpaca 17,653
7 ChatGLM2-6B 15,547
8 LLMs-from-scratch 17,002
9 haystack 14,100
10 DeepLearningExamples 12,750
11 MOSS 11,843
12 FinGPT 12,093
13 Qwen 11,682
14 ml-engineering 9,995
15 ggml 10,002
16 Awesome-Multimodal-Large-Language-Models 9,606
17 FlexGen 9,041
18 LLMSurvey 9,126
19 petals 8,763
20 LLMsPracticalGuide 8,818
21 nebuly 8,364
22 deeplake 7,799
23 Yi 7,313

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