The Ultimate Toolkit for Working with LLMs! Transformer Lab lets you train, fine-tune, and chat with any LLM - 100% locally. Enjoy 1-click LLM downloads and a drag-and-drop UI for RAG. 100% open-source.
Most people don’t understand the difference between Message Queues and Pub Sub. They are different systems meant for different use cases powered by different data structures. Pub-Sub systems like Kafka are powered by the Log data structure. Message Queues like RabbitMQ and SQS…
I've been learning about agent memory for the past few weeks. This new blog summarizes everything I've learned so far: • What is agent memory, and why do you need it • What are the types of memory (and what categorization approaches are there?) • How do you manage memory in…
👇a superb paper 👇 Patterns for securing agents against prompt Injection arxiv.org/abs/2506.08837 🔖
5 Distributed Concepts Every Developer Should Know swequiz.com/blog/5-core-di…
If I had to load balance traffic, here are 6 algorithms I'd consider:
Always worth the wait.
Pretty cool that they open sourced the actual full-sized production model. Here’s the Grok 2.5 architecture overview next to a roughly similarly sized Qwen3 model. The MoE residual is quite interesting. Kind of like a shared expert. I don't think I've seen this setup before.
The @xAI Grok 2.5 model, which was our best model last year, is now open source. Grok 3 will be made open source in about 6 months. huggingface.co/xai-org/grok-2
Turn messy PDFs into clean LLM-ready data! Dolphin revolutionizes document image parsing with its analyze-then-parse approach, making complex documents accessible to AI applications. Handles text, tables, formulas & figures. 100% open-source, lightning-fast solution.
oops did it again
Caching is used at every layer of the stack, including your database. Our latest interactive blog covers how caching works, techniques for improving hit rate, and replacement policies.
my weekend project to learn about bluetooth mesh networks, relays and store and forward models, message encryption models, and a few other things. bitchat: bluetooth mesh chat...IRC vibes. TestFlight: testflight.apple.com/join/QwkyFq6z GitHub: github.com/jackjackbits/b…
🧠 The Complete Generative AI Tech Stack! From cloud infrastructure (AWS, Azure) to safety layers (Garak, Arthur AI), this pyramid shows how modern AI apps are built. Foundation models → Frameworks → Fine-tuning → Data → Supervision → Safety 🔒 credit image: @alexxubyte
At my mini-hackathon on @simonw's `llm` tool, developers had just one hour to come up with a cool use case for `llm`. I wrote up what we came up with as a Github Gist. Highlights in the replies below! gist.github.com/chriscarrollsm…
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