This repository contains a production configuration for running DeepSeek-V4-Flash-0731 on AMD MI300X with fixes for FP8 format, MoE routing, and other issues. It achieves 6,988-7,019 tok/s on fresh prompts with a 2,048-token scheduler budget.
A house stood alone in a post-apocalyptic city, its automated systems still functioning. The house's voices sang and announced the time, but chaos erupted when a fire broke out, destroying the house and its inhabitants.
An Xbox outage blocked users from playing both digital and disc-based games. The author prefers PC gaming because it allows for maintaining access to games despite digital issues.
Using large language models like LLMs requires domain knowledge to get the most out of them. A skilled prompter like Terence Tao can steer the model with expertise in the domain, but this skill is not easily replicable by following tips.
Buckminster Fuller's 42-hour lectures cover his inventions, discoveries, and design approach, spanning topics from architecture to economics. The lectures are now available as a transcript, inviting public participation in editing and refining the content.
Harness engineering is a crucial component of recursive self-improvement (RSI) in AI, enabling models to improve their own performance and adapt to new tasks through workflow design, context management, and optimization. Recent research has focused on developing automated design of agentic systems, meta-harnesses, and evolutionary search methods to improve harness engineering, with ...
You dislike AI-generated images in blogs, especially in indie blogs, and prefer authentic content from real humans. You value the unique perspective of individual bloggers over potentially AI-generated content.
Soup is a tool for fine-tuning large language models with a simple workflow, using one config and one command. It supports various models and training tasks, including LoRA, quantization, and batching.
Swiftlet is a Swift + Metal runtime for Qwen3-Next and Qwen3.5/3.6 models, allowing them to run on iPhone with 2.5 GB of RAM. It streams weights from storage and activates only 3B parameters per token.
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2026-08-04 12:47:23 UTC
ycombinator.com
Llama
Roame is a flight and hotel search engine for points and miles that helps travelers find deals in seconds. The company is looking for a senior engineer to lead its engineering team and drive its move to a modern Go service architecture.
Attackers compromised the GitHub account of keyv's maintainer, injecting credential-stealing malware into keyv and other caching utilities with 2 billion monthly installs. The malware harvests secrets from the victim's environment and exfiltrates them to a public GitHub repository.
Large language models fail at predictive analytics over tabular data due to their inability to handle high dimensionality. In low dimensions, LLMs behave like local, distance-based methods, but in higher dimensions, their capability dissolves and no classical model can replicate their predictions.
Software engineers used to rarely write personal software, but now agents can easily manage customizing software, making it easier to personalize and maintain. Agents can build and manage custom software with minimal programming, allowing for more efficient and flexible use of software.
15 lines (11 loc) · 829 Bytes ┌────────────────────────────────────┐ └────────────────────────────────────┘ We hope you will like this release as much as we enjoyed working on it, and
CC-BY-SA] [URL: gopher://sdf.org:70/0/users/irl/blog/2012-08-22-mosh-in-a-lift.md] Every quater, me and my flatmate pay about _80 to the Aberdeen City Council for maintainence of the lifts in our building. As I write this, I am trapped in one of these lifts. It appears that none of the buttons work except for the alarm button. You'd think this would connect you to an operator somewhere ...
Nobel Prize winners sometimes hold scientifically unsound ideas, often due to feeling empowered to speak on topics outside their expertise. This phenomenon, known as "Nobel disease," highlights the importance of critical thinking and domain-specific expertise.
In multithreaded programming, a common scenario involves multiple threads reading from and modifying shared data concurrently. If this read and write operations are not atomic, a data race occurs. In languages like Rust and C++, which have almost the same memory model, this results in undefined behavior. To prevent this, locks can be used to protect the data from being modified while it is ...
The author, a Computer Science student, applied for a Microsoft internship in 2015 after contributing to open source projects. They received a phone interview invitation, prepared using a book on Big Tech interviewing practices, but displayed honesty when unable to solve a brain teaser, which may have affected their chances.
John MacFarlane created the document converter pandoc in 2006 using the Haskell programming language, which he chose for its strong type system and clean representation of structured documents. Over the next 20 years, pandoc evolved into a powerful tool supporting 51 input and 76 output formats, with over 600 contributors and a reputation for reliability and determinism, despite the potential ...
homebench is a local-first tool that benchmarks LLMs on your laptop, measuring speed, memory, and quality. It provides a live leaderboard and supports various models and providers.
Bucket Robotics: Senior Fullstack Engineer, San Francisco, CA (On-site) - Own massive surface area, build customer-facing app, scale internal tooling, and design data pipelines. Product-minded engineer with systems thinking and curiosity.
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Workers AI optimizes large models on GPUs by quantizing the KV cache to FP8, compressing model weights to INT4, and protecting the cache with integrity checks. These techniques enable efficient serving of models like Kimi K-series and GLM with no change in accuracy, supporting more customers at lower costs.
Learning Rust - Rust Programming Language Tutorials for Everyone!
MiniMax H3 is a next-generation open-weights video model that generates 2K video with real stereo sound up to 15 seconds. It combines text, images, video, and audio inputs with a prompt to create a single video clip, reducing five tasks into one model.
The theory that people oppose development due to ugly buildings is not supported by evidence, as many beautiful developments still face opposition, and the timing of zoning restrictions and modernist architecture does not align. Instead, the rise of conservationism and restrictive zoning is likely due to the growing opposition among people who do not live near developments, who are motivated ...