Full Stack Python @fullstackpython
Links to great #Python tutorials. Also creating https://t.co/FdhJOj11NS. Run by @mattmakai 😎 fullstackpython.com Joined January 2015-
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The History of Open-Source LLMs: Early Days cameronrwolfe.substack.com/p/the-history-…
The Reluctant Sysadmin's Guide to Securing a Linux Server pboyd.io/posts/securing…
LLMs Unleashed: The Power of Fine-Tuning lucaspauker.com/articles/llms-…
Google Colab Python quickstart for testing @AssemblyAI 's new large language models (LLMs) framework for audio and speech data colab.research.google.com/drive/1xX-YeAg…
Introducing Conformer-2, our latest AI model for automatic speech recognition trained on 1.1M hours of audio data that achieves state-of-the-art results for speech to text conversion. 1/6
Keeping the Cloudflare API 'all green' using Python-based testing blog.cloudflare.com/keeping-cloudf…
@AssemblyAI put out a great demonstration using Claude's new 100K context window to summarize and analyze a 58K-word podcast! Watch below.
@AssemblyAI put out a great demonstration using Claude's new 100K context window to summarize and analyze a 58K-word podcast! Watch below.
Yesterday I shared how to turn text to speech, well with #Python you can also turn speech to text🐍✨ @AssemblyAI's API lets you do this in a few lines of code! Here's all the code I used to transcribe a talk I recorded recently that I'll turn into a blogpost💕
AssemblyAI introduces LeMUR, a new framework for applying powerful LLMs to large audio files and transcribed speech assemblyai.com/blog/lemur-ear…
IconShop: Text-Based Vector Icon Synthesis with Autoregressive Transformers kingnobro.github.io/iconshop/
The Redis ChatGPT memory project redis.com/blog/chatgpt-m…
Vector Databases simply explained! (Embeddings & Indexes) youtube.com/watch?v=dN0lsF…
This is, by far, the best overview of LLMs I have read in one place. Should be required reading for anyone new to this space (or even those not so new to the space). assemblyai.com/blog/the-full-…
Understanding Large Language Models magazine.sebastianraschka.com/p/understandin…
Introduction to LangChain: A Framework for LLM Powered Applications davidgentile.net/introduction-t…
Data analysis with SQLite and Python (PyCon 2023 tutorial) …te-tutorial-pycon-2023.readthedocs.io/en/latest/
Auto-GPT, BabyAGI, and 4 autonomous agents you must try youtube.com/watch?v=jvpCvR…
More design patterns for machine learning systems eugeneyan.com/writing/more-p…
Nice cheatsheet of large language models (LLMs) github.com/shm007g/LLaMA-…
Python for AI: AI APIs (ChatGPT, OpenAI, AssemblyAI, and Replicate) youtube.com/watch?v=LGNvnu…
Real Python @realpython
243K Followers 166 Following Online #Python Training & Expert Community: Tutorials, Video Courses, Books, Quizzes...and More! Join 3,000,000 Monthly Readers at https://t.co/TyrG6Kkaq6Mike Driscoll @driscollis
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37K Followers 403 Following Access powerful AI models to transcribe and understand speech via a simple API. Try our no-code playground for free 👉 https://t.co/YPCK9mq5QyBob Belderbos @bbelderbos
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290K Followers 494 Following Python's BDFL-emeritus, Distinguished Engineer at Microsoft, Computer History Fellow, fully vaccinated. Opinions are my own. He/him.AssemblyAI @AssemblyAI
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2K Followers 33 Following PyCon Sweden 2023 is back irl in downtown Stockholm from November 9th - 10th. Find out more on our page https://t.co/fbM2LdVvGvIntroducing Conformer-2, our latest AI model for automatic speech recognition trained on 1.1M hours of audio data that achieves state-of-the-art results for speech to text conversion. 1/6
@AssemblyAI put out a great demonstration using Claude's new 100K context window to summarize and analyze a 58K-word podcast! Watch below.
We tried the new @AnthropicAI 100K context window model. It's very exciting! Here's a demo where we transcribed a long podcast into 58K words and then used Claude for summarization and Q&A:
Yesterday I shared how to turn text to speech, well with #Python you can also turn speech to text🐍✨ @AssemblyAI's API lets you do this in a few lines of code! Here's all the code I used to transcribe a talk I recorded recently that I'll turn into a blogpost💕
@mdwelsh Yes, indeed > This is, by far, the best overview of LLMs ... in one place.
This is, by far, the best overview of LLMs I have read in one place. Should be required reading for anyone new to this space (or even those not so new to the space). assemblyai.com/blog/the-full-…
Another exciting week in AI! It's so hard to keep up with everything. Here are our top 5 picks from this week: - A Survey of Large Language Models: arxiv.org/abs/2303.18223 - Vicuna-13B: vicuna.lmsys.org - Koala-13B: bair.berkeley.edu/blog/2023/04/0… - LLaMA-Adapter:…
Introducing Conformer-1: our latest state-of-the-art speech recognition model. Built on top of the Conformer architecture and trained on 650K hours of audio data, it achieves near-human-level performance, making up to 43% fewer errors on noisy data than other ASR models. 1/9
@fullstackpython Thanks for your work Matt. Very helpful.
I transcribed @dwarkesh_sp's first episode with @tylercowen four different ways. 1. Deepgram 2. AssemblyAI 3. Gladia 4. Local inference (using Dwarkesh's Speechbrain Pyannote model) The winner? --> @AssemblyAI
It's been a bit since I've shipped a technical blog post but I was so stoked about @OpenAI's launch of the ChatGPT API that I put together a post on how to replace Siri with ChatGPT: haihai.ai/siri/ thanks @mattmakai and @greggyb for reviewing
🐍📰 Full Stack Development – Fetching Data, Visualizing with D3, and Deploying with Dokku In this tutorial we'll build a web application to grab data from the NASDAQ-100 and visualize it as a bubble graph with D3 #python realpython.com/web-developmen…
🐍 How to Use Python Lambda Functions [Video] 📺 #python realpython.com/courses/python…
How to create an AI app with a free GPU using Flask ngrok, and Google Colab. In this example, we build our own Stable Diffusion app. Let's look at it step-by-step (The link to the code is at the end). 1/8🧵
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AI for Beginners is a great free course to get you started with Machine Learning: microsoft.github.io/AI-For-Beginne…
Testing Flask Applications with pytest testdriven.io/blog/flask-pyt… This article details how to: 🔸Write unit and functional tests 🔸Initialize tests to a known state with test fixtures 🔸Check code coverage with Coverage .py by @patkennedy79 #Python #Flask
Eureka! Aha! I got it! 💡🤯 On 𝘔𝘢𝘬𝘪𝘯𝘨 𝘞𝘰𝘳𝘬 𝘞𝘰𝘳𝘬, we’re bringing you regular and inspiring "aha" moments from business founders who share how they came up with the key idea for their business. 🚀 Listen here: do.co/3EIZ7oU
This is crazy, exciting, scary, and all the feelings at the same time. 😅 @FastAPI reached @rails in GitHub stars. 🎉 Rails was used to build things like Twitter, GitHub, Airbnb, and many more. 🤯
Hello, @rails, nice to meet you! 😅🤯🎉 star-history.com/#tiangolo/fast…
Teach others what you really do! Pitch a tutorial to Write4DOnations, get paid, and support a tech-focused charity. 💙 do.co/w4do
FREE Machine Learning From Scratch course!🐍🤖 Learn how to implement 10 popular ML algorithms with Python and NumPy.