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Top 23 gpt-3 Open-Source Projects
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InfluxDB
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Lobe Chat
LobeChat is a open-source, extensible (Function Calling), high-performance chatbot framework.It supports one-click free deployment of your private ChatGPT/LLM web application.
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Hello-Python
Curso para aprender el lenguaje de programación Python desde cero y para principiantes. 100 clases, 44 horas en vídeo, código, proyectos y grupo de chat. Fundamentos, frontend, backend, testing, IA...
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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.
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
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RWKV-LM
RWKV is an RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best of RNN and transformer - great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding.
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pandas-ai
Chat with your database (SQL, CSV, pandas, polars, mongodb, noSQL, etc). PandasAI makes data analysis conversational using LLMs (GPT 3.5 / 4, Anthropic, VertexAI) and RAG.
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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.
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gpt-neox
An implementation of model parallel autoregressive transformers on GPUs, based on the DeepSpeed library.
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BibiGPT-v1
BibiGPT v1 · one-Click AI Summary for Audio/Video & Chat with Learning Content: Bilibili | YouTube | Tweet丨TikTok丨Dropbox丨Google Drive丨Local files | Websites丨Podcasts | Meetings | Lectures, etc. 音视频内容 AI 一键总结 & 对话：哔哩哔哩丨YouTube丨推特丨小红书丨抖音丨快手丨百度网盘丨阿里云盘丨网页丨播客丨会议丨本地文件等 (原 BiliGPT 省流神器 & AI课代表)
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awesome-chatgpt
🤖 Awesome list for ChatGPT — an artificial intelligence chatbot developed by OpenAI (by sindresorhus)
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ai-notes
notes for software engineers getting up to speed on new AI developments. Serves as datastore for https://latent.space writing, and product brainstorming, but has cleaned up canonical references under the /Resources folder.
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
Project mention: gpt4-openai-api VS gpt4free - a user suggested alternative | libhunt.com/r/gpt4-openai-api | 2024-01-04I cant install
A pretrained LLM is a closed-book system: It can only access information that it was trained on. With domain fine-tuning, the system manifests additional material. An early prototype of this technique was shown in this OpenAi cookbook: For the target domain, text was embedded using an API, and then when using the LLM, embeddings were retrieved using semantic similarity search to formulate an answer. Although this approach evolved to retrieval-augmented generation, its still a technique to adapt a Gen2 (2020) or Gen3 (2022) LLM into a question-answering system.
Project mention: What AI assistants are already bundled for Linux? | news.ycombinator.com | 2024-03-01> I wouldn't hold my breath waiting for a native Linux AI-assisted assistant.
On Mac when I press Command + Space, it brings up Spotlight search
That can't easily be added to be the equivalent of some kind of LLM prompt on GNOME/KDE/XFCE?
I don't quite know what you'd ask it/do with it that would be of much value? Seems like a quicker way/a wrapper around either asking an LLM questions via CLI or basically Electron wrapping HTML (like this https://github.com/lencx/ChatGPT)?
Project mention: The AI Revolution Is Crushing Thousands of Languages | news.ycombinator.com | 2024-04-25Get your OpenAI API key and then use it on one of the hundreds of open source frontends available, such as: https://github.com/lobehub/lobe-chat
Project mention: Haystack DB – 10x faster than FAISS with binary embeddings by default | news.ycombinator.com | 2024-04-28I was confused for a bit but there is no relation to https://haystack.deepset.ai/
https://github.com/BlinkDL/RWKV-LM#rwkv-discord-httpsdiscord... lists a number of implementations of various versions of RWKV.
https://github.com/BlinkDL/RWKV-LM#rwkv-parallelizable-rnn-w... :
> RWKV: Parallelizable RNN with Transformer-level LLM Performance (pronounced as "RwaKuv", from 4 major params: R W K V)
> RWKV is an RNN with Transformer-level LLM performance, which can also be directly trained like a GPT transformer (parallelizable). And it's 100% attention-free. You only need the hidden state at position t to compute the state at position t+1. You can use the "GPT" mode to quickly compute the hidden state for the "RNN" mode.
> So it's combining the best of RNN and transformer - great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding (using the final hidden state).
> "Our latest version is RWKV-6,*
Project mention: PandasAI is great but is there a more general library? | news.ycombinator.com | 2023-08-23
Project mention: DECT NR+: A technical dive into non-cellular 5G | news.ycombinator.com | 2024-04-02This seems to be an order of magnitude better than LoRa (https://lora-alliance.org/ not https://arxiv.org/abs/2106.09685). LoRa doesn't have all the features this one does like OFDM, TDM, FDM, and HARQ. I didn't know there's spectrum dedicated for DECT use.
Project mention: Run 70B LLM Inference on a Single 4GB GPU with This New Technique | news.ycombinator.com | 2023-12-03
https://github.com/TheR1D/shell_gpt?tab=readme-ov-file#shell...
Unfortunately, you're using sashabaranov/go-openai, which has different api behavior than the official langchain python package [0].
I was hoping this would be a drop in replacement for langchain (so DS ppl can code in python and gophers can port it to production).
[0] - https://github.com/sashabaranov/go-openai#why-dont-we-get-th...
Apparently it uses: https://github.com/anse-app/chatgpt-demo
Project mention: JimmyLv/BibiGPT: BibiGPT · One-click AI Summary for video & audio content: Bilibili | YouTube | Local files | Websites丨Podcasts | Meetings | Lectures, etc. 音视频内容 AI 一键总结：哔哩哔哩丨YouTube丨网页丨播客丨会议丨本地文件等 (原 BiliGPT 省流神器 & 课代表) | /r/thirdbrain | 2023-05-15
Project mention: Wow! How to easily introduce GlobalState with AppRouter (RSC) and share the state across SC, CC, and ServerActions. | dev.to | 2024-02-03
You can take a look at this list if you see something you like there, but I don't see it being updated much anymore.
Project mention: PawanOsman/ChatGPT: Access GPT-3.5.turbo for free via an API | news.ycombinator.com | 2024-04-26
Project mention: Minimal implementation of Mamba, the new LLM architecture, in 1 file of PyTorch | news.ycombinator.com | 2023-12-20the field just moves fast. I have curated a list of non-hypey writers and youtubers who explain these things for a typical SWE audience if you are interested. https://github.com/swyxio/ai-notes/blob/main/Resources/Good%...
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).
gpt-3 related posts
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Show HN: QuickVid 2 – Summarize and Fact-Check YouTube Videos in Seconds
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Show HN: Summarize YouTube videos under 10 seconds
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Question-Answer System Architectures using LLMs
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Measuring Multitask Language Understanding
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Collection of notebooks showcasing some fun and effective ways of using Claude
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DECT NR+: A technical dive into non-cellular 5G
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Linux Text Manipulation
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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-3 projects? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | gpt4free | 57,613 |
| 2 | openai-cookbook | 56,065 |
| 3 | ChatGPT | 46,989 |
| 4 | Lobe Chat | 30,084 |
| 5 | Hello-Python | 22,463 |
| 6 | best-of-ml-python | 15,364 |
| 7 | haystack | 13,711 |
| 8 | RWKV-LM | 11,657 |
| 9 | pandas-ai | 11,051 |
| 10 | LoRA | 9,113 |
| 11 | FlexGen | 9,017 |
| 12 | shell_gpt | 8,341 |
| 13 | go-openai | 8,208 |
| 14 | awesome-chatgpt | 8,149 |
| 15 | chatgpt-demo | 7,965 |
| 16 | BetterChatGPT | 7,536 |
| 17 | gpt-neox | 6,588 |
| 18 | chatgpt-mac | 6,262 |
| 19 | BibiGPT-v1 | 4,981 |
| 20 | ai-chatbot | 4,977 |
| 21 | awesome-chatgpt | 4,639 |
| 22 | ChatGPT | 4,633 |
| 23 | ai-notes | 4,581 |
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