profiling attention in pytorch
a walkthrough of profiling different attention implementations in pytorch, from naive to fused kernels, using torch.profiler to spot performance differences.
aitag tools
summaries filed under tools
automate descriptive statistics in python
learn to build a repeatable pipeline for generating publication-ready summary tables from raw data using python tools.
airun openclaw with ollama for private ai assistant
set up a private ai research assistant on telegram using openclaw and ollama, with web search and docker deployment.
aimuse spark 1.1 api released with agentic improvements
meta's muse spark 1.1 model now offers an api with better tool calling and computer use, plus a new cli plugin for easy access.
aiopenai launches gpt-5.6 family: luna, terra, sol
openai's new gpt-5.6 models come in three sizes with competitive pricing and strong agentic benchmarks, though they trail on swe-bench pro.
aipytorch 2.13: flexattention on apple silicon, fused loss, new distributed backend
pytorch 2.13 brings flexattention to mps, a fused linear and cross-entropy loss, a new torchcomms backend, and more.
aibun rewritten in rust using ai agents
jarred sumner details how he used ai coding agents to rewrite the bun javascript runtime from zig to rust in 11 days, achieving a safe, stable port with minimal user impact.
aivllm transformers backend now matches native speed
the transformers modeling backend in vllm now achieves throughput equal to or better than hand-written native implementations for many large language models.
aiopen data and synthetic data for ai agents
nvidia nemotron releases open datasets and a prompt atlas to help developers build inspectable, reliable ai agents using synthetic data.
aigemini api adds background tasks and remote mcp support
google deepmind expands managed agents in gemini api with background execution, remote mcp server integration, custom functions, and credential refresh for production-ready agents.
aione-click from hugging face to sagemaker studio
hugging face and amazon sagemaker ai now offer a deep-link integration that lets developers move from model discovery to fine-tuning or deployment in sagemaker studio with a single click.
aisqlite-utils 4.0 adds schema migrations
sqlite-utils 4.0 introduces database schema migrations, nested transactions, and compound foreign keys for sqlite databases.
aizero-egress ai storage with skypilot and hugging face
mount hugging face buckets and repos into skypilot jobs on any cloud with no egress fees for reads, using one hf:// url and your existing token.
aihugging face models on foundry managed compute
microsoft foundry now offers a curated catalog of open-weight hugging face models deployable with one click onto managed compute, refreshed weekly and pre-staged in azure.
aipytorch monarch comes to amd gpus for fault-tolerant training
pytorch monarch now supports amd instinct gpus with rocm, enabling single-controller distributed training that recovers from node failures without full restarts.
aihow photoroom built the data pipeline for prx
photoroom details its data strategy for the prx text-to-image model, covering dataset assembly, captioning, and storage formats.
aihugging face ml intern: your first ml agent
a cli agent that automates machine learning tasks from plain english descriptions, handling coding, training, and model publishing.
ailerobot v0.6.0 closes the robot learning loop
new release adds world model policies, reward models, a deployment cli, six simulation benchmarks, and faster data loading.
aisqlite-utils 4.0 rc2 built with claude fable for $149
simon willison used claude fable to finalize sqlite-utils 4.0, fixing critical transaction bugs and refining the api before the stable release.
aiopen source ai gap map released
current ai launches a detailed index of 421 open source ai products, with mit-licensed data on github.
ai