b12413
A fix has been implemented to correct the placement of begin/end of image tokens in the Inkling 2 model within the chat functionality, along with the addition of a test to ensure stability.
Official announcements and industry reporting. Follow the timeline of AI.
From the latest news to tools that work for you.
AI ShortWriting & contentAIS ALERT MANAGEMENT AND SHARED PLATFORM, QUICK COMMAND FOR MULTIPLE SCENARIOS
分类推荐榜首JJAX is a Python numerical computing library designed for accelerators, specifically tailored for high-performance array computations and large-scale machine learning. It efficiently executes the same code across multiple hardware backends, including CPUs, GPUs, and TPUs.
分类推荐榜首M
MemoAIMusic & audioMemoAI is an AI-powered audio-to-text tool that supports localized processing, eliminating the need to upload data and ensuring privacy and security. It can efficiently transcribe YouTube videos, podcasts, and local audio/video files (such as MP4, MP3, AAC, M4A, etc.) into text, while offering core features like multilingual translation, speaker diarization, real-time subtitles, and floating notes—making it ideal for meeting minutes, interview transcription, content learning, and more.
分类推荐榜首EEvoMap is an infrastructure designed for the reuse of AI agent experiences. It organizes reusable strategies and repair assets with validation records via the GEP protocol, offering market- and quality-based ranking to help different agents discover, evaluate, and inherit existing capabilities.
分类推荐榜首OOpenDesign is an open-source design workspace that can connect to local programming agents, use built-in model keys, or leverage cloud-based models, enabling the creation and editing of prototypes, web pages, presentations, and graphics within a design system; local software is free, while model services incur fees.
分类推荐榜首KKiro is an AI engineering tool for developers that organizes requirements into specifications, architectures, and tasks, generates code via agents, and supports the entire workflow—from planning to code review—through property-based testing, execution memory, and integration with development tools.
分类推荐榜首FCLIENT-ORIENTED AI SMART BODY。
待评分 · 分类列表推荐MMeta's free AI chat assistant
待评分 · 分类列表推荐E
ElicitKnowledge & researchElicit provides semantic search, research report generation, literature screening, and data extraction for scientific research. It enables traceable answers within source materials and organizes evidence through a literature library, research agents, and ongoing tracking workflows, making it ideal for advancing from initial problem exploration to systematic reviews.
待评分 · 分类列表推荐UUdacity AI Academy is the gateway to AI courses and learning paths, covering machine learning, deep learning, computer vision, natural language processing, and AI product management, with courses and project-based training available at both beginner and advanced levels.
待评分 · 分类列表推荐A fix has been implemented to correct the placement of begin/end of image tokens in the Inkling 2 model within the chat functionality, along with the addition of a test to ensure stability.
Article URL: https://huggingface.co/drmhse/nano-edge-tts Comments URL: https://news.ycombinator.com/item?id=50506255 Points: 1 # Comments: 0
Article URL: https://screenon.app/ Comments URL: https://news.ycombinator.com/item?id=50506253 Points: 1 # Comments: 0
This is a fork of original rust sdk from https://github.com/BeechatNetworkSystemsLtd/Reticulum-rs/ that I extended significantly to make it fully feature compatible with the reference implementation that is built in python. I wanted to expand the rust sdk to give me full toolbox and easy way to do bindings for different languages including for building mobile apps.it covers the full surface: pathfinding and announce propagation, links, requests, resource transfers(bzip2, same wire format), identity ratchets, tunnels, LXMF messaging with propagation sync, serial/KISS/AX.25, RNode (incl. BLE), IPv6 auto-peering and I2P interfaces, Kotlin and Swift bindings so mobile apps can embed the stack directly.CLI tools (rnstatus, rnpath, rnsh, rnx) are ported too.I've done some experiments with it liek creating a LoRa chat firmware for the M5Stack Cardputer and a full node/repeater for M5Stack Unit C6L to have a tiny reticulum node with full stackBefore anyone gives me shit - I've opened an upstream PR but given the size of the change I'dnt blame them for not wanting to deal with it. Comments URL: https://news.ycombinator.com/item?id=50506235 Points: 1 # Comments: 0
The release includes a fix to clear the slot cache when the global LoRA configuration changes, ensuring consistency in model loading and inference. Prebuilt binaries are available for multiple platforms including macOS, Linux, Windows, Android, and iOS, supporting various backends like CUDA, Vulkan, ROCm, OpenVINO, and SYCL.
Can a VPN be decentralised... I was trying out tailscale for my homelab but I didn't really want a control plane. Tailscale, Headscale and others already do the Controlled VPN extremely well, and I've used them. but every one of them has a control plane that all the devices directly connect to. I wanted something where every device in the network can act as a self node, and it'll be a Mesh of devices interconnected. Further it also allowed me to keep internal names like nas.home.kith.internal, and exit nodes, relays... it's free and open source (AGPL), written in RustIt really felt useful to me so I just want to know what would make it further helpful? ... Some use cases or if there's a problem it could actually help with, I'd love to hear it and try my best.ps : I used a lot of Claude while building it, so I'm sure there are rough edges I haven't found... bad code, wrong docs, or maybe the wrong approach somewhere. Would love any feedback on it, or anything I should do differently :D Comments URL: https://news.ycombinator.com/item?id=50505492 Points: 4 # Comments: 0
The latest release of llama.cpp introduces support for Inkling 2, including text and vision capabilities. This update includes text inference implementation, GGUF conversion for text models, vision multimodal projection support, still-image encoding, flash attention with folded bias and sinks, and improvements to tensor mapping and testing. The changes also address model conversion, checkpoint handling, and compatibility across multiple platforms, with support for CPU, GPU (CUDA, ROCm, Vulkan), and specialized hardware like Snapdragon and OpenVINO.
The update introduces a change to the template soft_max_f32_parallelize_cols_single_row to store column elements in registers when feasible, reducing global memory traffic from five passes to two, thereby improving performance on CUDA-enabled systems.
Article URL: https://github.com/winebarrel/hazel Comments URL: https://news.ycombinator.com/item?id=50504187 Points: 1 # Comments: 0
Yes, i really hate "dict[str, ANY]" Comments URL: https://news.ycombinator.com/item?id=50504072 Points: 14 # Comments: 1
I started learning and writing up this blog in my own words, combining multiple resources until I feel comfortable in my understanding and then writing them down on my own. No AI here (other than help during the learning). This is article 1 of the series.Started understanding the flow of things from wall outlet, I know I skipped the things around how sand turns into a chip, but it would have gotten very long, maybe a story for another time.Looking for some feedback. Comments URL: https://news.ycombinator.com/item?id=50503921 Points: 2 # Comments: 2
Article URL: https://github.com/KrocPDF/KrocPDF Comments URL: https://news.ycombinator.com/item?id=50503891 Points: 3 # Comments: 0
Article URL: https://www.powerqueue.link Comments URL: https://news.ycombinator.com/item?id=50503655 Points: 4 # Comments: 1
Most of the alternatives diverged from the true fun of MSPaint that I had as a child. My children also seem to enjoy this. The closest existing project was "Drawing" on Linux, but I felt it couldn't decide if it was a vector or a raster editor, and this confused my kids, and made good fill pours difficult.Features added beyond original Paint: - Draw circles starting from the center. - OKLCH Palette - Visible pixel grid when zoomed in. - Builds on Linux and Windows. - Written in rust. Comments URL: https://news.ycombinator.com/item?id=50501354 Points: 1 # Comments: 0
This is a prompt-injection detector I built using NLP and SMT2. Comments URL: https://news.ycombinator.com/item?id=50501132 Points: 1 # Comments: 0
The qwen2vl model in llama.cpp was producing incorrect results due to NULL values being passed for FFN weight scales, preventing per-tensor NVFP4 scales from being applied. This issue has been resolved by correctly passing the scales to the build_ffn function, consistent with how qwen2 handles them.
Article URL: https://github.com/noambrand/ai-time-estimator Comments URL: https://news.ycombinator.com/item?id=50499487 Points: 2 # Comments: 0
Article URL: https://github.com/fertile-org/coppice Comments URL: https://news.ycombinator.com/item?id=50499320 Points: 2 # Comments: 0
Article URL: https://github.com/vavkamil/crycut Comments URL: https://news.ycombinator.com/item?id=50498398 Points: 1 # Comments: 0
The future of agents is them taking on open ended goals and driving towards completion of those goals. Learn more.
Give your curiosity direction. Make every day of reading count.