This paper explores the dynamics of large language model (LLM) agents interacting in a society and learning social norms over generations. The study focuses on the evolution of cooperation in LLM agents playing an iterated Donor Game. Results show that Claude 3.5 Sonnet agents outperform Gemini 1.5 Flash and GPT-4o, with Claude 3.5 Sonnet being […]
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IncludeOS allows you to run applications in the cloud without an operating system, making them performant, secure, and resource efficient. Applications boot quickly and require minimal disk and memory space. Dependencies are needed to run IncludeOS services on Linux or macOS, but prebuilt packages are available for ease of use. Setting up a hello world […]
Design tokens are fundamental design decisions represented as data, essential for design systems. Since the release of the design token specification in 2022, design token tools have rapidly evolved to support modern UI architecture. Organizing design tokens in layers is crucial for scalability and maintainability, with decision tokens guiding style application and component tokens mapping […]
OpenAuth is a universal, self-hosted, standards-based auth provider that can be deployed as a standalone service or embedded into an existing application. It works with any framework or platform and implements the OAuth 2.0 spec, allowing any OAuth client to use it. Unlike other solutions, OpenAuth is a centralized auth server that runs on your […]
Langfuse is an open-source LLM engineering platform that offers various features such as observability, prompt management, evaluations, datasets, and metrics. Users can monitor LLM analytics, collect scores, and run model-based evaluations within Langfuse. The platform allows for manual scoring of LLM outputs and testing of app behavior before deployment using datasets. Langfuse can be deployed […]
FastVideo is a framework designed to accelerate large video diffusion models, offering FastHunyuan and FastMochi for an 8x inference speedup. It provides scalable training with FSDP, sequence parallelism, and activation checkpointing, along with memory-efficient finetuning using LoRA and precomputed embeddings. The tool supports distilling, finetuning, and inferencing state-of-the-art video models like Mochi and Hunyuan. Notably, […]
The ninth Saturn V rocket launched in 1971, with the Apollo 14 mission marking the start of the historical spacecraft’s journey. This massive booster was powered by five F-1 rocket engines and was designed to fulfill the dream of reaching the moon. The team behind this engineering marvel worked tirelessly, overcoming challenges with combustion instability […]
ExBody2 is a revolutionary system that allows humanoid robots to perform expressive motions with stability, similar to humans. The framework utilizes reinforcement learning in simulation to train the model before implementing it in the real world. This approach separates keypoint tracking from velocity control and uses a teacher policy to enhance mimic skills in the […]
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Ergo (formerly Oragono) is a modern IRC server written in Go, focusing on simplicity and combining features of an ircd, services framework, and bouncer. It boasts advanced IRCv3 support, YAML config for customizability, and integrated services like NickServ and ChanServ. Unique features include bouncer-like capabilities, native TLS/SSL support, and a unified ban system. Ergo emphasizes […]