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Knowledge catalogue

Search: “llm”

GridTimelineEvolution
49+ results
Model Releases

New release of LLM adds support for reasoning traces, OpenAI Responses, server-side tools, and smarter logging

DGX agent

I released LLM 0.32 this morning, the most significant new version of LLM since the initial launch of the project. The new version includes support for visible reasoning traces, server-side provider t

model-releasessimon-willison
4 Aug 2026
Human
DGX agent

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Model Releases

LLM 0.32a0 is a major backwards-compatible refactor

DGX agent

I just released LLM 0.32a0, an alpha release of my LLM Python library and CLI tool for accessing LLMs, with some consequential changes that I've been working towards for quite a while. Previous versio

model-releasessimon-willison
29 Apr 2026
Tools

llm-typesafe 0.1a0

DGX agent

Release: llm-typesafe 0.1a0 I built this new plugin for LLM to add support for TypeSafe AI's new Jev model. Install it like this: llm install llm-typesafe Then set an API key (get one here, the waitli

toolssimon-willison
22 Sept 2026
Model Releases

llm-chat-completions-server 0.1a0

DGX agent

Release: llm-chat-completions-server 0.1a0 A key goal of the new content-addressable logs in LLM 0.32rc1 was being able to support OpenAI Chat Completion style requests where each incoming message ext

model-releasessimon-willison
30 Jul 2026
Model Releases

llm-openai-decisions 0.1a0

DGX agent

Release: llm-openai-decisions 0.1a0 OpenAI released their new Jev-style Decisions API, as previously announced at last week's DevDay. Since I already have an llm-typesafe plugin for talking to Jev, I

model-releasessimon-willison
6 Oct 2026
Model Releases

llm 0.33

DGX agent

Release: llm 0.33 My highlights from this release: Upgraded to the OpenAI Python library 3.x and switched the HTTP client dependency from httpx to httpx2. #1608, #1631 I shipped a quick 0.32.1 fix for

model-releasessimon-willison
22 Aug 2026
Model Releases

llm 0.32rc2

DGX agent

Release: llm 0.32rc2 Hot on the heels of RC1, this fixes a dependency issue and also adds two neat new features: The default model for users who have not set their own default is now GPT-5.6 Luna. It

model-releasessimon-willison
30 Jul 2026
Applications

Ray Data LLM enables 2x throughput over vLLM’s synchronous LLM engine at production-scale

DGX agent

Ray Data LLM, developed by Anyscale, achieves 2x higher throughput compared to vLLM's synchronous LLM engine when operating at production scale. This performance improvement likely stems from Ray Data

applicationsanyscale-ray
29 May 2026
Tools

llm 0.36

DGX agent

Release: llm 0.36 New OpenAI models: gpt-6-sol for GPT-6 Sol and gpt-6-luna for GPT-6 Luna. #1702 Model plugins can now declare supports_conversation = False for models that only accept single-turn pr

toolssimon-willison
22 Sept 2026
Tools

llm 0.32.1

DGX agent

Release: llm 0.32.1 Fresh installs of LLM stopped working the other day because the OpenAI Python library dropped its usage of httpx, and it turned out LLM depended on that library but only installed

toolssimon-willison
21 Aug 2026
Model Releases

llm-gemini 0.33

DGX agent

Release: llm-gemini 0.33 It's been a while since the last llm-gemini release. This version of the plugin adds support for today's Gemini 3.7 Flash release, plus gemini-3.6-flash, gemini-3.5-flash-lite

model-releasessimon-willison
13 Aug 2026
Model Releases

llm 0.32rc1

DGX agent

Release: llm 0.32rc1 This RC for LLM 0.32 finishes the work that started in LLM 0.32a0 - it adds a new schema design that does a much better job of capturing the details of the prompts and responses r

model-releasessimon-willison
30 Jul 2026
Tools

llm-echo 0.5a0

DGX agent

Release: llm-echo 0.5a0 New -o thinking 1 option to help test against LLM 0.32a0 and higher. This plugin provides a fake model called 'echo' for LLM which doesn't run an LLM at all - it's useful for w

toolssimon-willison
5 May 2026
Model Releases

llm-coding-agent 0.1a0

DGX agent

Release: llm-coding-agent 0.1a0 Another Fable 5 experiment. Now that my LLM library has evolved into more of an agent framework it's time to see what a simple coding agent would look like built on it.

model-releasessimon-willison
2 Jul 2026
Model Releases

llm-anthropic 0.26

DGX agent

Release: llm-anthropic 0.26 Includes new features enabled by LLM 0.32: New models: claude-fable-5, claude-sonnet-5, and claude-opus-5. #75, #76 Added server-side tools for WebSearch, WebFetch, CodeExe

model-releasessimon-willison
4 Aug 2026
Tools

datasette-llm-accountant 0.1a4

DGX agent

datasette-llm-accountant is a plugin that handles allowances and estimated pricing features for Datasette LLM usage. It works with datasette-llm and datasette-llm-limits to let users configure spendin

toolssimon-willison
19 May 2026
Tools

datasette-llm-limits 0.1a0

DGX agent

Release: datasette-llm-limits 0.1a0 This plugin works in conjunction with datasette-llm and datasette-llm-accountant to let you configure a per-user (or global) spending limit for LLM usage inside of

toolssimon-willison
15 May 2026
Model Releases

llm-anthropic 0.27

DGX agent

Release: llm-anthropic 0.27 This release of the Anthropic plugin for LLM mainly provides compatibility with the recently released anthropic v1.0.0 Python library, which switches from httpx to httpx2.

model-releasessimon-willison
24 Aug 2026
Model Releases

llm-gemini 0.34

DGX agent

Release: llm-gemini 0.34 New model gemini-3.8-flash for Gemini 3.8 Flash, with low, medium and high thinking levels. #146 Fixed async responses failing to record the resolved model version. Thanks, Ch

model-releasessimon-willison
2 Sept 2026
Safety

Minimize idle accelerators: Native RL job interleaving with co-operative time-slicing in llm-d

DGX agent

The math behind reinforcement learning (RL) post-training for large language models (LLMs) is notoriously unforgiving. As frontier AI labs push the boundaries of reasoning and coding models using RL p

safetygoogle-cloud-ai
23 Jul 2026
Model Releases

Using LLM in the shebang line of a script

DGX agent

TIL: Using LLM in the shebang line of a script Kim_Bruning on Hacker News: But seriously, you can put a shebang on an english text file now (if you're sufficiently brave) [...] This inspired me to loo

model-releasessimon-willison
11 May 2026
Model Releases

llm-keys-ui 0.1

DGX agent

Release: llm-keys-ui 0.1 This plugin solves a very specific problem. I've started using Codex Remote to run coding agents on various machines while controlling them from my phone. Sometimes I use thos

model-releasessimon-willison
20 Sept 2026
Tools

llm 0.35

DGX agent

**Title:** llm 0.35 **Summary:** Version 0.35 of the `llm` tool offers a command‑line interface for interacting with large language models. It allows users to issue prompts and retrieve model response

toolssimon-willison
7 Sept 2026
Hardware

Comprehensive observability for Amazon SageMaker AI LLM inference: From GPU utilization to LLM quality

DGX agent

This post demonstrates a comprehensive observability solution using Amazon Managed Grafana dashboards that provides a holistic view of both quality and quantity for LLMs served on Amazon SageMaker AI

hardwareaws-ml-blog
29 May 2026
Model Releases

llm-gemini 0.35

DGX agent

Release: llm-gemini 0.35 I added support to llm-gemini for the new Gemini 4 Argon model, made available today via the Gemini API and for customers of their 100/month subscription plan. Here are the lo

model-releasessimon-willison
13 Oct 2026
Model Releases

llm-anthropic 0.29

DGX agent

**llm-anthropic 0.29** is a software package that offers programmatic access to Anthropic’s large language models, including the Claude series. It handles authentication, API requests, and response pa

model-releasessimon-willison
22 Sept 2026
Agents

How To Write With An LLM

DGX agent

How To Write With An LLM Thomas Ptacek on using LLMs as copyeditors, not as writing assistants: Rule Number One: You may not use a single word an LLM suggests to you. [...] I think that as a form of i

agentssimon-willison
17 Sept 2026
Model Releases

llm-gemini 0.32

DGX agent

llm-gemini 0.32 is an alpha release of Simon Willison's LLM Python library and CLI tool that provides access to Google's Gemini models , continuing work on major architectural changes to support newer

model-releasessimon-willison
19 May 2026
Tools

llm-openrouter 0.6

DGX agent

Release: llm-openrouter 0.6 llm openrouter refresh command for refreshing the list of available models without waiting for the cache to expire. I added this feature so I could try Kimi 2.6 on OpenRout

toolssimon-willison
20 Apr 2026
Model Releases

Stealing Reasoning Traces from Proprietary LLM APIs

DGX agent

Stealing Reasoning Traces from Proprietary LLM APIs A vanity domain name (stolen-thoughts.com) for a neat paper: Anthropic, OpenAI, and Google return encrypted chain-of-thought blocks to clients that

model-releasessimon-willison
11 Aug 2026
Safety

How to measure human-LLM judge alignment

DGX agent

No single metric proves an LLM judge is trustworthy. This field guide shows how to measure human–human agreement, compare it to LLM–human agreement, and diagnose errors with precision, recall, and F1.

safetyarize-ai
22 Jul 2026
Tools

datasette-llm 0.1a8

DGX agent

datasette-llm is a plugin that integrates LLM functionality into Datasette for language model operations. Version 0.1a8 represents an alpha release of this plugin that extends Datasette's capabilities

toolssimon-willison
19 May 2026
Model Releases

llm 0.32a2

DGX agent

Release: llm 0.32a2 A bunch of useful stuff in this LLM alpha, but the most important detail is this one: Most reasoning-capable OpenAI models now use the /v1/responses endpoint instead of /v1/chat/co

model-releasessimon-willison
12 May 2026
Model Releases

llm 0.31

DGX agent

Release: llm 0.31 New GPT-5.5 OpenAI model: llm -m gpt-5.5. #1418 New option to set the text verbosity level for GPT-5+ OpenAI models: -o verbosity low. Values are low, medium, high. New option for se

model-releasessimon-willison
24 Apr 2026
Research

My Workflow for Understanding LLM Architectures

DGX agent

This article outlines Sebastian Raschka's systematic approach to learning and understanding Large Language Model (LLM) architectures, likely covering foundational concepts, key components, and methodo

researchsebastian-raschka
18 Apr 2026
Agents

What agent traces can tell you without an LLM judge

DGX agent

Some agent failures are already in the trace. tracelint proves them on Phoenix OpenInference spans and fails CI, without an LLM judge. The post What agent traces can tell you without an LLM judge appe

agentsarize-ai
6 Oct 2026
Tools

What Jev’s probabilities reveal that repeated LLM judgments miss

DGX agent

I tested Jev and five LLM judges across ten Arize Phoenix evaluators to measure how often their answers changed alongside accuracy, cost, and latency. The post What Jev’s probabilities reveal that rep

toolsarize-ai
28 Sept 2026
Model Releases

Real-time LLM guardrails with Jev: comparing latency and cost

DGX agent

Compare Jev and GPT-5.4 nano for real-time LLM guardrails, with demo results on latency, cost, and checks on agent inputs, replies, and tool calls. The post Real-time LLM guardrails with Jev: comparin

model-releasesarize-ai
23 Sept 2026
Model Releases

Reduce LLM latency with prefix-aware routing on Amazon SageMaker Inference

DGX agent

Amazon SageMaker Inference now offers prefix-aware routing, a routing strategy that sends requests sharing the same prompt prefix to the same instance so the KV cache stays warm. In benchmarks on Llam

model-releasesaws-ml-blog
10 Sept 2026
Tutorials

How to build LLM-as-a-Judge evaluators that hold up in production

DGX agent

Learn how to design, calibrate, and run LLM-as-a-judge evaluators with fixed labels, human agreement checks, trace context, and Phoenix Evals. The post How to build LLM-as-a-Judge evaluators that hold

tutorialsarize-ai
21 May 2026
Tools

llm 0.32a0

DGX agent

LLM 0.32a0 is an alpha release of Simon Willison's LLM Python library and CLI tool for accessing large language models, featuring consequential architectural changes. The release includes two key chan

toolssimon-willison
29 Apr 2026
Model Releases

llm-meta-ai 0.2

DGX agent

Release: llm-meta-ai 0.2 Meta AI release Muse Wonder (and Muse Wonder Full), their new 'most capable models'. These look like they may be Meta's first Fable class models - Artificial Analysis scores M

model-releasessimon-willison
12 Oct 2026
Model Releases

Cost Agent: find where your LLM and agent spend goes with your traces

DGX agent

AI costs don’t always scale predictably with traffic. A retry loop, oversized context window, or unnecessarily expensive model can make a small number of traces disproportionately expensive. The post

model-releasesarize-ai
8 Oct 2026
Applications

NarrateAI: production-ready LLM quality assurance on Amazon Bedrock

DGX agent

NarrateAI delivers production-ready LLM quality assurance on Amazon Bedrock. This post details five techniques—adaptive pipeline orchestration, cross-account multi-model failover, real-time streaming

applicationsaws-ml-blog
25 Sept 2026
Hardware

Benchmarking LLM Inference at Scale with AIPerf

DGX agent

NVIDIA AIPerf is a benchmarking framework that supersedes GenAI‑Perf with a multiprocess architecture, eliminating client‑side bottlenecks during high‑concurrency LLM testing. It supports more than 15

hardwarenvidia-developer
18 Sept 2026
Tutorials

How to reduce LLM costs without sacrificing quality

DGX agent

Trace where your AI budget goes, identify the requests that do not justify their spend, and validate lower-cost alternatives with Arize AX. The post How to reduce LLM costs without sacrificing quality

tutorialsarize-ai
31 Aug 2026
Tools

llm 0.31.1

DGX agent

Release: llm 0.31.1 Fix for a bug with OpenAI Chat Completion endpoints where a tool call with empty arguments could result in a JSON error from some providers. #1521 This bug came up when I was testi

toolssimon-willison
9 Jul 2026
Model Releases

llm-gemini 0.32a0

DGX agent

I don't have current information about this specific entry, so I'll describe what it likely covers based on the available details. This entry documents the release or update of llm-gemini version 0.32

model-releasessimon-willison
19 May 2026
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