Python llama

Open-source Python projects categorized as llama
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Topics: llm large-language-models Gpt chatgpt llama2
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Top 23 Python llama Projects

  • Chinese-LLaMA-Alpaca

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

    • Project mention: Chinese-Alpaca-Plus-13B-GPTQ | /r/LocalLLaMA | 2023-05-30

    I'd like to share with you today the Chinese-Alpaca-Plus-13B-GPTQ model, which is the GPTQ format quantised 4bit models of Yiming Cui's Chinese-LLaMA-Alpaca 13B for GPU reference.

  • LLaMA-Factory

    Unify Efficient Fine-Tuning of 100+ LLMs

    • Project mention: Show HN: GPU Prices on eBay | news.ycombinator.com | 2024-02-23

    Depends what model you want to train, and how well you want your computer to keep working while you're doing it.

    If you're interested in large language models there's a table of vram requirements for fine-tuning at [1] which says you could do the most basic type of fine-tuning on a 7B parameter model with 8GB VRAM.

    You'll find that training takes quite a long time, and as a lot of the GPU power is going on training, your computer's responsiveness will suffer - even basic things like scrolling in your web browser or changing tabs uses the GPU, after all.

    Spend a bit more and you'll probably have a better time.

    [1] https://github.com/hiyouga/LLaMA-Factory?tab=readme-ov-file#...

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

    InfluxDB logo

  • LLaVA

    [NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.

    • Project mention: Show HN: I Remade the Fake Google Gemini Demo, Except Using GPT-4 and It's Real | news.ycombinator.com | 2023-12-10

    Update: For anyone else facing the commercial use question on LLaVA - it is licensed under Apache 2.0. Can be used commercially with attribution: https://github.com/haotian-liu/LLaVA/blob/main/LICENSE

  • petals

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

    • Project mention: Mistral Large | news.ycombinator.com | 2024-02-26

    So how long until we can do an open source Mistral Large?

    We could make a start on Petals or some other open source distributed training network cluster possibly?

    [0] https://petals.dev/

  • shell_gpt

    A command-line productivity tool powered by AI large language models like GPT-4, will help you accomplish your tasks faster and more efficiently.

    • Project mention: Oh My Zsh | news.ycombinator.com | 2024-01-22

    https://github.com/TheR1D/shell_gpt?tab=readme-ov-file#shell...

  • GPTCache

    Semantic cache for LLMs. Fully integrated with LangChain and llama_index.

    • Project mention: Ask HN: What are the drawbacks of caching LLM responses? | news.ycombinator.com | 2024-03-15

    Just found this: https://github.com/zilliztech/GPTCache which seems to address this idea/issue.

  • Baichuan-7B

    A large-scale 7B pretraining language model developed by BaiChuan-Inc.

    • Project mention: Baichuan 7B reaches top of LLM leaderboard for it's size (New foundation model 4K tokens) | /r/LocalLLaMA | 2023-06-17

    GitHub: baichuan-inc/baichuan-7B: A large-scale 7B pretraining language model developed by BaiChuan-Inc. (github.com)

  • 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.

    WorkOS logo

  • Huatuo-Llama-Med-Chinese

    Repo for BenTsao [original name: HuaTuo (华驼)], Instruction-tuning Large Language Models with Chinese Medical Knowledge. 本草（原名：华驼）模型仓库，基于中文医学知识的大语言模型指令微调

    • Project mention: Local medical LLM | /r/LocalLLaMA | 2023-06-09

    Huatuo-Llama-Med-Chinese https://github.com/SCIR-HI/Huatuo-Llama-Med-Chinese

  • mergekit

    Tools for merging pretrained large language models.

    • Project mention: Language Models Are Super Mario: Absorbing Abilities from Homologous Models | news.ycombinator.com | 2024-04-06

    For others like me who’d not heard of merging before, this seems to be one tool[0] (there may be others)

    [0] https://github.com/arcee-ai/mergekit

  • InternGPT

    InternGPT (iGPT) is an open source demo platform where you can easily showcase your AI models. Now it supports DragGAN, ChatGPT, ImageBind, multimodal chat like GPT-4, SAM, interactive image editing, etc. Try it at igpt.opengvlab.com (支持DragGAN、ChatGPT、ImageBind、SAM的在线Demo系统)

    • Project mention: How do I use the programs on Github? | /r/github | 2023-06-16

    You can also create an issue and ask the developers for help.

  • xTuring

    Build, customize and control you own LLMs. From data pre-processing to fine-tuning, xTuring provides an easy way to personalize open-source LLMs. Join our discord community: https://discord.gg/TgHXuSJEk6

    • Project mention: I'm developing an open-source AI tool called xTuring, enabling anyone to construct a Language Model with just 5 lines of code. I'd love to hear your thoughts! | /r/machinelearningnews | 2023-09-07

    Explore the project on GitHub here.

  • Video-LLaMA

    [EMNLP 2023 Demo] Video-LLaMA: An Instruction-tuned Audio-Visual Language Model for Video Understanding

    • Project mention: Video-LLaMA: An Instruction-tuned Audio-Visual Language Model for Video Understanding | /r/aipromptprogramming | 2023-06-19

  • EasyLM

    Large language models (LLMs) made easy, EasyLM is a one stop solution for pre-training, finetuning, evaluating and serving LLMs in JAX/Flax.

    • Project mention: Maxtext: A simple, performant and scalable Jax LLM | news.ycombinator.com | 2024-04-23

  • api-for-open-llm

    Openai style api for open large language models, using LLMs just as chatgpt! Support for LLaMA, LLaMA-2, BLOOM, Falcon, Baichuan, Qwen, Xverse, SqlCoder, CodeLLaMA, ChatGLM, ChatGLM2, ChatGLM3 etc. 开源大模型的统一后端接口

    • Project mention: FLaNK Stack Weekly for 14 Aug 2023 | dev.to | 2023-08-14

  • mPLUG-Owl

    mPLUG-Owl & mPLUG-Owl2: Modularized Multimodal Large Language Model

    • Project mention: Unleash the Power of Video-LLaMA: Revolutionizing Language Models with Video and Audio Understanding! | dev.to | 2023-06-12

    We extend our deepest gratitude to the extraordinary projects that have influenced and contributed to the development of Video-LLaMA. We're indebted to MiniGPT-4, FastChat, BLIP-2, EVA-CLIP, ImageBind, LLaMA, VideoChat, LLaVA, WebVid, and mPLUG-Owl for their invaluable contributions. Special thanks to Midjourney for creating the stunning Video-LLaMA logo, encapsulating the essence of our groundbreaking project.

  • lightllm

    LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalability, and high-speed performance.

    • Project mention: FLaNK Weekly 31 December 2023 | dev.to | 2023-12-31

  • Multimodal-GPT

    Multimodal-GPT

    • Project mention: Meet MultiModal-GPT: A Vision and Language Model for Multi-Round Dialogue with Humans | /r/machinelearningnews | 2023-05-19

  • safe-rlhf

    Safe RLHF: Constrained Value Alignment via Safe Reinforcement Learning from Human Feedback

    • Project mention: [R] Meet Beaver-7B: a Constrained Value-Aligned LLM via Safe RLHF Technique | /r/MachineLearning | 2023-05-16

  • LLMCompiler

    LLMCompiler: An LLM Compiler for Parallel Function Calling

    • Project mention: FLaNK Weekly 18 Dec 2023 | dev.to | 2023-12-18

  • lag-llama

    Lag-Llama: Towards Foundation Models for Probabilistic Time Series Forecasting

    • Project mention: Lag-Llama: Towards Foundation Models for Probabilistic Time Series Forecasting | news.ycombinator.com | 2024-02-26

  • GenossGPT

    One API for all LLMs either Private or Public (Anthropic, Llama V2, GPT 3.5/4, Vertex, GPT4ALL, HuggingFace ...) 🌈🐂 Replace OpenAI GPT with any LLMs in your app with one line.

    • Project mention: Drop-in replacement for the OpenAI API based on open source LLMs | news.ycombinator.com | 2024-01-17

  • kani

    kani (カニ) is a highly hackable microframework for chat-based language models with tool use/function calling. (NLP-OSS @ EMNLP 2023) (by zhudotexe)

    • Project mention: Kani: A Lightweight, Highly Hackable Framework for Building LMs with Tool Usage | news.ycombinator.com | 2023-09-12

  • Cornucopia-LLaMA-Fin-Chinese

    聚宝盆(Cornucopia): 中文金融系列开源可商用大模型，并提供一套高效轻量化的垂直领域LLM训练框架(Pretraining、SFT、RLHF、Quantize等)

    • Project mention: Cornucopia-LLaMA-Fin-Chinese: NEW Textual - star count:263.0 | /r/algoprojects | 2023-07-31

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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).

Python llama related posts

Index

What are some of the best open-source llama projects in Python? This list will help you:

Project Stars
1 Chinese-LLaMA-Alpaca 17,251
2 LLaMA-Factory 17,050
3 LLaVA 16,101
4 petals 8,661
5 shell_gpt 8,262
6 GPTCache 6,406
7 Baichuan-7B 5,633
8 Huatuo-Llama-Med-Chinese 4,252
9 mergekit 3,326
10 InternGPT 3,121
11 xTuring 2,515
12 Video-LLaMA 2,396
13 EasyLM 2,228
14 api-for-open-llm 1,952
15 mPLUG-Owl 1,917
16 lightllm 1,795
17 Multimodal-GPT 1,401
18 safe-rlhf 1,149
19 LLMCompiler 1,056
20 lag-llama 942
21 GenossGPT 727
22 kani 525
23 Cornucopia-LLaMA-Fin-Chinese 521

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