PaLM-rlhf-pytorch
nocodb
| PaLM-rlhf-pytorch | nocodb | |
|---|---|---|
| 25 | 126 | |
| 7,593 | 42,586 | |
| - | 1.6% | |
| 4.6 | 10.0 | |
| 4 months ago | about 14 hours ago | |
| Python | TypeScript | |
| MIT License | GNU Affero General Public License v3.0 |
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PaLM-rlhf-pytorch
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How should I get an in-depth mathematical understanding of generative AI?
ChatGPT isn't open sourced so we don't know what the actual implementation is. I think you can read Open Assistant's source code for application design. If that is too much, try Open Chat Toolkit's source code for developer tools . If you need very bare implementation, you should go for lucidrains/PaLM-rlhf-pytorch.
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[P] Open-source PaLM models trained at 8k context length
AFAIK, it is not. They are using the open-source re-implementation of Phil Wang (aka lucidrains), which is available here: https://github.com/lucidrains/PaLM-rlhf-pytorch
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Should AI language models be free software?
Not sure what do you mean by putting source code in double quote, but I don't think the source code is petabytes of text. GPT-2 implementation is few hundred lines of Python (in HuggingFace). PaLM + RLHF - Pytorch (Basically ChatGPT but with PaLM) is less than 1000 lines.
- Would a decentralized open-source platform of ChatGPT work?
- Exciting new shit.
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Top 10 Best Open Source GitHub repos for Developers 2023
GitHub Link: https://github.com/lucidrains/PaLM-rlhf-pytorch
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Gather up great coders and make a better Character.Ai
Well... Not necessarily. Actually, if you want to be extra thrifty, you could even go without an ML expert. Just use an open-source one, like LaMDA or PaLM. After that, use chatGPT to build you a basic front end (which would still be better than CAI lol).
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Open-Source competitor to OpenAI?
and PaLM with RLHF from Phil Wang (open model, needs to be trained): https://github.com/lucidrains/PaLM-rlhf-pytorch
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Microsoft in talks to acquire a 49% stake in ChatGPT owner OpenAI
Closest you can get is probably with Google T5-Flan [1].
It is not the size of the model or the text it was trained on that makes ChatGPT so performant. It is the additional human assisted training to make it respond well to instructions. Open source versions of that are just starting to see the light of day [2].
[1] https://huggingface.co/google/flan-t5-xxl
[2] https://github.com/lucidrains/PaLM-rlhf-pytorch
- Will we have a free version of ChatGPT (GPT-3) similar to Stable Diffusion?
nocodb
- Open-Source Alternative to Airtable
- Show HN: Teable – Open-Source No-Code Database Fusion of Postgres and Airtable
- NocoDB: The Open Source Airtable Alternative
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Pocketbase: Open-source back end in 1 file
It is great to see the number of good opensource projects in this area. Grist and NocoDB deserve mentions, although more targeted towards database management. It is also amazing that they provide so simple ways to get started (single file/electron)
- https://github.com/gristlabs
- https://nocodb.com/
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A modern, open-source spreadsheet that goes beyond the grid
Have you seen https://github.com/nocodb/nocodb? I'm not sure it supports concurrent editing, but seems like it might.
- Instantly Turn Your Database into a No-Code Platform
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Unicorn Startup Airtable Lays Off 27% of Firm, Shifts Focus to Big Clients
Baserow is cool. We evaluated it within our company a few months ago and eventually settled for Nocodb (https://nocodb.com/) - easy to run, more mature.
Leaptable is another Open Source framework like Airtable I saw recently with support for AI Agents. https://github.com/peterwnjenga/leaptable
- Ask HN: Why did Visual Basic die?
- NocoDB Feature Release: Group by and a New Unified Layout
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Undb – open-source airtable alternative
That looks interesting!
I currently use NocoDB with a MariaDB database, so I can't easily switch over as Undb doesn't support MySQL as I see. But it has the feature I'm missing in NocoDB: a Calendar View which funnily NocoDB promoted on their website but doesn't have [1]. I guess I'll give it a try!
[1] https://github.com/nocodb/nocodb/discussions/832
What are some alternatives?
nanoGPT - The simplest, fastest repository for training/finetuning medium-sized GPTs.
Baserow - Open source no-code database and Airtable alternative. Create your own online database without technical experience. Performant with high volumes of data, can be self hosted and supports plugins
GLM-130B - GLM-130B: An Open Bilingual Pre-Trained Model (ICLR 2023)
budibase - Budibase is an open-source low code platform that helps you build internal tools in minutes 🚀
text-generation-webui - A Gradio web UI for Large Language Models. Supports transformers, GPTQ, AWQ, EXL2, llama.cpp (GGUF), Llama models.
nocobase - NocoBase is a scalability-first, open-source no-code/low-code platform for building business applications and enterprise solutions.
ggml - Tensor library for machine learning
Directus - The Modern Data Stack 🐰 — Directus is an instant REST+GraphQL API and intuitive no-code data collaboration app for any SQL database.
trlx - A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)
appsmith - Platform to build admin panels, internal tools, and dashboards. Integrates with 25+ databases and any API.
Open-Assistant - OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.
Strapi - 🚀 Strapi is the leading open-source headless CMS. It’s 100% JavaScript/TypeScript, fully customizable and developer-first.