… Here are all the courses you can take: Part What You'll Write Concepts Part 1: Tokenization Character-level tokenizer Character encoding, vocabulary size, why BPE fails on small data Part 2: The Transformer Full GPT model architecture Embeddings, self-attention, layer norm, MLP blocks Part 3: The T… …
… That makes training larger tasks like Nanochat difficult, as its training data is over 800 GB. But for pretrained LLM models? It's more than enough, and plenty of space to have several models available. …
… Rather than relying on an LLM’s static training data, RAG lets AI models retrieve information from external sources and use it to generate responses. …
… If I'm going to train LLMs with my personal documents, it's going to be training my own LLMs to get better at helping with my workflows. …
… The good news is you don't need to run LLM training on your machine. The tasks that most people need their local LLMs to do fall under inference rather than training, so even an older GPU is good enough to power through them. …
… The specifics are, predictably, vague in the marketing, but the training reports describe a system that iterates on its own outputs in agentic settings. It's one of the most interesting approaches to training I've seen a lab talk about so far. …
… I stuck with gpt-oss because it’s an open-weight model from OpenAI, so you’re getting the same training quality, just without the cloud and internet dependency. …
… Anthropic is primarily an AI safety and research company. Its founding mission is rooted in making AI that is safe and understandable, which is why safety-focused training methods like Constitutional AI are central to its work. …
… This 'commercially safe' positioning was a direct response to backlash other AI art tools faced over training data ethics. Firefly was trained on Adobe Stock, licensed content, and public domain works — not scraped from the open web like many rival models. …
… Yes, generative AI is now in charge of your voice assistant, and Google is far from the only company that jumped on the AI train. Alexa+ is also powered by AI, which is probably why she only turns on two of the three lights in my bedroom when I ask. …