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FairStress: A deeper evaluation of fairness in LLM decision-making
Back to Articles FairStress: A deeper evaluation of fairness in LLM decision-making Enterprise Article…
Cloudflare's Clairic pulls data from documents faster and cheaper than LLMs
Cloudflare's Clairic pulls data from documents faster and cheaper than LLMs Maximilian Schreiner View the…
Push-based KV transfer to improve TTFT and TPOT for disaggregated inference in vLLM
vLLM is an open-source inference and serving engine for large language models (LLMs). LLM inference has two…
Improve TTFT for multi-turn agentic workloads with bi-directional KV transfer in vLLM
Multi-turn agentic workloads build on accumulated context as an agent reasons, invokes tools, and…
llm-tools-datasette 0.1.1
Release: llm-tools-datasette 0.1.1 When I switched LLM over to httpx2 in LLM 0.33 I forget that this would…
llm-echo 0.5
Release: llm-echo 0.5 I'm working towards a new LLM release, and testing PRs caused me to revisit the…
How Hybrid LLMs Combine Memory, Attention, and Experts
A hybrid LLM processes a sequence with more than one kind of memory. Some layers update a compact running…
Few-Shot Text Classification with Scikit-LLM
Leveraging Scikit-LLM for one of the simplest yet most practical text classification tasks utilized in the…
5 Fun Projects for LLM Inference Engineering
Want to understand what makes LLMs fast? Build the systems yourself.
llm-gemini 0.35
Release: llm-gemini 0.35 I added support to llm-gemini for the new Gemini 4 Argon model, made available today…
llm-meta-ai 0.2
Release: llm-meta-ai 0.2 Meta AI release Muse Wonder (and Muse Wonder Full), their new "most capable models".…
Run multi-node inference workloads using Ray LLM Deep Learning Containers
This post shows how to deploy one large language model (LLM) across two GPU nodes on Amazon Elastic…
ML Engineer, AI Engineer, or LLM Engineer: Which Role Actually Builds What in 2026?
Same job postings, different titles. Here's what each role actually builds.
Retrofitted LLM can count the letter ‘i’s in ‘artificial intelligence’
Retrofitted LLM can count the letter ‘i’s in ‘artificial intelligence’. Nature ML — AI news.
llm-openai-decisions 0.1a0
Release: llm-openai-decisions 0.1a0 OpenAI released their new Jev-style Decisions API, as previously…
llm-mistral 0.16
Release: llm-mistral 0.16 Adds support for reasoning models, such as the newly released Mistral Large 4.…
Falcon-Emirati: When an LLM Learns the Dialect, the Culture, and the Nuance
Back to Articles Falcon-Emirati: When an LLM Learns the Dialect, the Culture, and the Nuance Team Article…
How to Run an LLM on Your Own Computer With Ollama
A practical guide to local AI, with LM Studio, llama.cpp, and vLLM as alternatives.Continue reading on…
Stop Chaining Whisper to an LLM: Why Native Omni-Models Make Multi-Stage Pipelines Obsolete
Tuning WebSocket buffers cannot beat the physics of three consecutive cloud APIs. Here is why the 1,400ms…
Building a High-Performance and Portable vLLM Linear Backend with Helion
TL;DR We integrated Helion into vLLM’s linear backend to explore how an autotuned, high-level kernel DSL…
Don’t be fooled—LLMs don’t reason
On an afternoon in Seoul in March 2016, I watched a program I helped build put a stone on the fifth line of a…
I Benchmarked 27 LLM Configurations Across Two Machines and a Zero-Retention Cloud Tier
A frozen 42-task suite across a 128GB Strix Halo system, a Blackwell GPU workstation, and LM Studio…
Open Jarvis: making local LLMs work as agents
September 30, 2026 • 8 min read Running an open-weight model is only half the job. The other half is the…
My LLM Is Being Deprecated. How Do I Know Its Replacement Is Good Enough?
A practical FAQ on unit tests, output quality, and when to run LLM evaluations.Continue reading on Generative…