Machine Learning
1297 Threads
Context length is the bottleneck in LLM apps today Here's a quick overview of DeepMind's RETRO (2/2022) for those who haven't seen it: https://t.co/bfgY4yLWX7 Adds tightly-integ...
If you think ChatGPT is impressive, wait until you see what's coming in the next 3 to 5 years. But to build that future, we need more people learning Machine Learning. Most peopl...
No model has ever beaten 91% accuracy on ImageNet! Because this dataset has over 100,000 mislabeled images. Folks at MIT have released a tool that automatically detects such issu...
Neural networks learn to approx functions y = f(x). Inference through a trained network is akin to looking up with query (X), values (in latent space encoded by nodes in hidden la...
(1/12) Stay ahead of the curve with the top NLP papers of January 2023. From language models to text generation, this curated list by @forai_ml has got you covered on the latest ad...
What are the different approaches for detecting content generated by LLMs such as ChatGPT? And how do they work and differ? Let's discuss (1) The AI Classifier by OpenAI (2) Detec...
I have been solving problems using ML for 6 years now. โณ Here's a plan to achieve mastery over Machine Learning. A Thread ๐งต๐
What if you could fit an *entire codebase* in an LLM? ๐ค "Efficiently Scaling Transformer Inference" (11/2022) https://t.co/OsNPRwkfC8 Jeff Dean + co break out all the hacks to s...
Super interesting blog by @jaschasd (author of diffusion models! think @StableDiffusion) describing how we can reason about complex systems such as economies, societies, our life,...
532-page #Python #coding book by @TedPetrou >> "Pandas Cookbook: Recipes for Scientific Computing, #TimeSeries Analysis, and Data Visualization" at https://t.co/jUqK3uRcb2 โโโโโ #1...
The most foundational time series analysis tool: Decomposition. Despite advances in machine learning, quants still use it. Unfortunately, most people forget about it. So instea...
Machine Learning Notes I've been writing notes introducing some of the most important topics in AI today. This thread lists a few notes I've published so far: https://t.co/kR55Z8...
I started my career in Data Science back in 2016 โณ Here's a List of Python/ Machine Learning libraries I would urge you to master!! ๐ Links to official docs & YouTube Tutorials i...
The ML code is only a small part of the Puzzle ๐งฉ The surrounding infrastructure is vast & this is where MLOps becomes important. Resources to get started with MLOp! ๐ A Thread...
Best of AI Twitter - January 11-25 (megathread): Andrej Karpathy builds "GPT from Scratch", A class-action lawsuit against Stability AI, Track human pose using WiFi alone, An LLM-...
Word and sentence embeddings are the bread and butter of language models. ๐ Here is a very simple introduction to embeddings. (Thread) https://t.co/3bUQ9XDz0y
Apple just released their MacBook Pro laptops with their M2 chip. Their GPU is extremely fast, yet many people have no idea how to use it to run their machine learning models. He...
Grab these top-rated AI/ Machine Learning books for FREE! ๐ ๐ฅ Links in the thread ๐งต๐ https://t.co/vmrSUHxttY
Top 10 Machine Learning Tools 1. Kubeflow 2. Metaflow 3. Vertex AI 4. SageMaker 5. Gradio 6. New Relic 7. Aquarium 8. Annoy 9. GitLab 10. Comet
Forecasting is a field in Data Science used extensively by companies for their use cases ๐ There are several packages which generates forecasts. One such is AutoTS ๐งต๐๐ป๐งต
5 free ML tutorials from last week by @huggingface, @TensorFlow, and @UberEng. Thread ๐งต
532-page #Python #coding book by @TedPetrou >> "Pandas Cookbook: Recipes for Scientific Computing, #TimeSeries Analysis, and Data Visualization" at https://t.co/jUqK3uRcb2 โโโโโ #1...
Solving problems is the best way to learn Machine Learning. But most people don't know where to start. Here are 10 projects you can use to kick off your journey:
What if you could train a SOTA ImageNet classifier with just a handful of examples? "Dataset Distillation: A Comprehensive Review" https://t.co/2wCslSw6C8 Compress huge datasets...