Open Source LLM

Apple trained an LLM to teach itself good interface design in SwiftUI

In a new study, a group of Apple researchers describe a very interesting approach they took to, basically, get an open-source model to teach itself how to build good user interface code in SwiftUI. Here’s how they did it.

In the paper , the researchers explain that while LLMs have gotten better at multiple writing tasks, including creative writing and coding, they still struggle to “reliably generate syntactically-correct, well-designed code for UIs.” They also have a good idea why:

Even

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Open Source LLM

中國開源 AI 模型競爭力強 美媒擔心其將成全球標準 敦促美國盡快開發開源模型

2025 年初以來,中國企業推出不少開源 AI 模型,從 DeepSeek 一月推出的 R1 推理模型,到阿里巴巴 Qwen 系列,及七月陸續登場的 Moonshot、Z.ai(前身 Zhipu)、MiniMax 等,均採用免費開放權重的策略,美媒指出,這種「開源」模式大幅降低企業

Open Source LLM

Claude Sonnet 4公測支援百萬Token上下文

Anthropic 宣佈 其Claude Sonnet 4模型現支援最高100萬Token的上下文長度,提升為原本的5倍,使開發者能在單一請求中處理規模更大的資料與程式碼。目前長上下文功能仍處於公測階段,已於Anthropic API與Amazon Bedrock開放使用,並計畫近期在Google雲端的Vertex AI


Open Source LLM

A new way to test how well AI systems classify text

As large language models increasingly dominate our everyday lives, new systems for checking their reliability are more important than ever.

Open Source LLM|Intel

Intel releases new software for GPU-powered Project Battlematrix workstations — Arc Pro B-series GPUs get LLM Scaler 1.0 software to optimize performance in AI workloads

(Image credit: Tom's Hardware)

Intel has introduced its first update for the software side of Project Battlematrix . The company's new inference-optimized software stack optimizes AI workload orchestration on the company's Arc Pro B-series GPUs in multi-GPU workstations. The suite includes a Linux-based LLM Scaler for AI inference workflows.

Project Battlematrix is an Intel AI-focused initiative, designed to provide highly capable Intel-powered AI workstations for the market. The project combines Intel hardware and software to

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Open Source LLM

FFmpeg 8.0 Merges OpenAI Whisper Filter For Automatic Speech Recognition

The upcoming FFmpeg 8.0 multimedia library release continues to get more exciting almost by the day. The newest feature being squeezed into this next release is a Whisper audio filter for making use of OpenAI's Whisper model for providing automatic speech recognition / transcription capabilities.

For those unaware, Whisper is an automatic speech recognition model trained on a very large dataset and has proven to be extremely capable. FFmpeg 8.0 can be built with the "--enable-whisper" library when the Whisper.cpp library is
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Open Source LLM

Intel shares update on Project Battlematrix, first stable version of LLM scaler container released

Intel LLM Scaler 1.0 for Project Battlematrix released Intel has released a new software update for Project Battlematrix, adding the first stable version of its LLM Scaler container. This Linux-based...

Keep on reading: Intel shares update on Project Battlematrix, first stable version of LLM scaler container released

Open Source LLM

数十の研究論文も一度に処理。Claude Sonnet 4が最大100万トークンのコンテクスト長に対応

Anthropicは8月13日、同社が提供しているAIモデル「Claude Sonnet 4」のコンテキスト長を最大100万トークンに拡張したと発表した。Sonnet 4登場時点と比べて5倍のコンテクスト長となり、7万5,000行を超えるコードや数十もの

Open Source LLM

AMD、推論特化の完全オープンな言語モデル「Instella-Math」

AMDは8月9日、推論に特化したオープンな言語モデル「Instella-Math」を発表した。同社が3月に発表した30億パラメータのオープンモデル「Instella-3B-Instruct」をベースに、5段階のトレーニングを通じて機能を拡張したモデルと

Open Source LLM

Go 1.25 Released With Experimental GC Yielding 10~40% Overhead Reduction

Go 1.25 is out today as the newest half-year update to this popular programming language. What I find most exciting with Go 1.25 is the new experimental garbage collector yielding 10~40% reduction in overhead.

Go 1.25 ships a new experimental garbage collector designed to improve performance particularly around small objects for better locality and CPU scalability. In real-world workloads the Go developers are reporting a 10-40% reduction in garbage collection overhead. The garbage
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