reactivated
transformers
reactivated | transformers | |
---|---|---|
12 | 176 | |
596 | 125,369 | |
- | 1.7% | |
8.4 | 10.0 | |
5 days ago | 4 days ago | |
Python | Python | |
MIT License | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
reactivated
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What is the best auth method for django rest framework?
Though it's not in the main branch, I've POC-ed a lot of it and use it in production on this branch. You can... sort of see the ideas behind it. https://github.com/silviogutierrez/reactivated/pull/207
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Can i host my django app under 10$?
https://www.reactivated.io/documentation/deploying/ https://github.com/silviogutierrez/reactivated/blob/main/development/scripts/deploy.sh https://github.com/silviogutierrez/reactivated/blob/main/development/Dockerfile
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Six things I do every time I start a Django project
Theoretically, the Dockerfile should "just work"™ with Render.com as well. Right now I focus on fly.io only because their free tier offers PostgreSQL without time limits. Render, I believe, only does so for a period of time.
See here: https://github.com/silviogutierrez/reactivated/blob/main/dev...
https://github.com/silviogutierrez/reactivated/blob/main/dev...
https://github.com/silviogutierrez/reactivated/blob/main/dev...
- Best free and speedy hosting of small django project?
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The absurd complexity of server-side rendering
Shameless plug: If you want seamless SSR with Django logic, but React templates, check out my project at https://www.reactivated.io .
It's like HTMX but uses React, and the JS bits are rendered on the server. You can then hydrate on the client.
The Reactivated docs site itself uses the project: https://github.com/silviogutierrez/reactivated/tree/main/web...
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Reactivated — Zero-configuration Django and React
Here's one https://github.com/silviogutierrez/reactivated/blob/main/website/client/templates/HomePage.tsx
You can use any React library with Reactivated. Here's an example from the site, using react-markdown just like you would anywhere else: https://github.com/silviogutierrez/reactivated/blob/91d87e66c61c849895cabcc1ce07574111084c3a/reactivated.io/client/templates/Documentation.tsx
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This Week in Python
reactivated – Zero-configuration Django and React.
- can I deploy django project in AWS, Google cloud or azure for free?
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Show HN: Django and React SaaS boilerplate tutorial
That's exactly what https://github.com/silviogutierrez/reactivated does. It's a work in progress and docs are coming.
But it's the best of both worlds: Django SSR using statically typed JSX.
See for example my blog or business sites (on profile). Both SSRed by Django using React templates.
Then when the client loads, it gracefully "attaches" for dynamic interactive behavior as needed.
By far the biggest pain point is having to run node and python on the server. So I'm working on the best way to do that.
transformers
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AI enthusiasm #9 - A multilingual chatbot📣🈸
transformers is a package by Hugging Face, that helps you interact with models on HF Hub (GitHub)
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Maxtext: A simple, performant and scalable Jax LLM
Is t5x an encoder/decoder architecture?
Some more general options.
The Flax ecosystem
https://github.com/google/flax?tab=readme-ov-file
or dm-haiku
https://github.com/google-deepmind/dm-haiku
were some of the best developed communities in the Jax AI field
Perhaps the “trax” repo? https://github.com/google/trax
Some HF examples https://github.com/huggingface/transformers/tree/main/exampl...
Sadly it seems much of the work is proprietary these days, but one example could be Grok-1, if you customize the details. https://github.com/xai-org/grok-1/blob/main/run.py
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Lossless Acceleration of LLM via Adaptive N-Gram Parallel Decoding
The HuggingFace transformers library already has support for a similar method called prompt lookup decoding that uses the existing context to generate an ngram model: https://github.com/huggingface/transformers/issues/27722
I don't think it would be that hard to switch it out for a pretrained ngram model.
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AI enthusiasm #6 - Finetune any LLM you want💡
Most of this tutorial is based on Hugging Face course about Transformers and on Niels Rogge's Transformers tutorials: make sure to check their work and give them a star on GitHub, if you please ❤️
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Schedule-Free Learning – A New Way to Train
* Superconvergence + LR range finder + Fast AI's Ranger21 optimizer was the goto optimizer for CNNs, and worked fabulously well, but on transformers, the learning rate range finder sadi 1e-3 was the best, whilst 1e-5 was better. However, the 1 cycle learning rate stuck. https://github.com/huggingface/transformers/issues/16013
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Gemma doesn't suck anymore – 8 bug fixes
Thanks! :) I'm pushing them into transformers, pytorch-gemma and collabing with the Gemma team to resolve all the issues :)
The RoPE fix should already be in transformers 4.38.2: https://github.com/huggingface/transformers/pull/29285
My main PR for transformers which fixes most of the issues (some still left): https://github.com/huggingface/transformers/pull/29402
- HuggingFace Transformers: Qwen2
- HuggingFace Transformers Release v4.36: Mixtral, Llava/BakLlava, SeamlessM4T v2
- HuggingFace: Support for the Mixtral Moe
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Paris-Based Startup and OpenAI Competitor Mistral AI Valued at $2B
If you want to tinker with the architecture Hugging Face has a FOSS implementation in transformers: https://github.com/huggingface/transformers/blob/main/src/tr...
If you want to reproduce the training pipeline, you couldn't do that even if you wanted to because you don't have access to thousands of A100s.
What are some alternatives?
drf-excel - An XLSX spreadsheet renderer for Django REST Framework.
fairseq - Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
cookiecutter-react-django - From hello world to Heroku deployment, using separated Front and Back Ends
sentence-transformers - Multilingual Sentence & Image Embeddings with BERT
django-react-boilerplate - DIY Django + React Boilerplate for starting your SaaS
llama - Inference code for Llama models
django-sockpuppet - Build reactive applications with the django tooling you already know and love.
transformer-pytorch - Transformer: PyTorch Implementation of "Attention Is All You Need"
django-components - Create simple reusable template components in Django.
text-generation-webui - A Gradio web UI for Large Language Models. Supports transformers, GPTQ, AWQ, EXL2, llama.cpp (GGUF), Llama models.
django-webpack-loader - Transparently use webpack with django
huggingface_hub - The official Python client for the Huggingface Hub.