Datalab has released Marker 2, a full rewrite of its open supply doc conversion pipeline. Marker converts PDF, picture, PPTX, DOCX, XLSX, HTML, and EPUB recordsdata into markdown, JSON, HTML, or chunks. The Datalab crew rebuilt it round three elements shipped over the previous months: Surya OCR 2, a 20M-param quick structure mannequin, and a…
In this tutorial, we construct a whole workflow for operating Baidu’s Unlimited-OCR mannequin on doc pictures and multi-page PDFs. We configure the GPU setting, set up the required dependencies, load the 3B-parameter vision-language mannequin with automated number of bfloat16 or float16, and generate structured pattern paperwork for testing. We then consider each the tiled Gundam…
The line in the response object You name the API. You move mannequin: “claude-fable-5”. You get again a completion, a token depend, and a area that reads “mannequin”: “claude-opus-4-8”. Nothing errored. Nothing retried. The request was labeled earlier than technology started, matched a delicate class, and was handed to a unique set of weights totally….
Open speech recognition stopped being a Whisper monoculture a while in the final twelve months. In March 2026 Cohere released Transcribe, a 2B Apache 2.0 mannequin that took the highest of the Hugging Face Open ASR Leaderboard at 5.42% common phrase error fee. Five weeks later IBM shipped Granite Speech 4.1 2B at 5.33%. Since…
Anthropic has launched the Claude Security plugin for Claude Code in beta. The plugin runs a multi-agent vulnerability scan of a repository from inside an present Claude Code session, then turns the findings you choose into patch recordsdata that you simply overview and apply your self. Anthropic emphasised the software’s versatility upon announcement, highlighting its…
In this tutorial, we discover EdgeBench as a sensible benchmark for evaluating superior AI brokers throughout various job classes, runtime environments, and interaction-time budgets. We start by downloading the dataset snapshot from Hugging Face, parsing the launched job specs, and analyzing the benchmark taxonomy, execution settings, web necessities, judging logic, and scoring metadata. We then…
Cisco Foundation AI has launched Antares, a household of safety small language fashions (SLMs) constructed for one slim safety activity. The activity is vulnerability localization. Given a vulnerability description and a repository, discover the recordsdata containing the flaw. Two fashions are open-weight and accessible now on Hugging Face, Antares-350M and Antares-1B. Both are Apache 2.0….
A group developer, GnLOLot, has printed a 1B mannequin that runs absolutely on native {hardware}. The mannequin is MiniCPM5-1B-Claude-Opus-Fable5-Thinking, with GGUF builds for llama.cpp-compatible runtimes. It wants no API key and makes no cloud calls. The Proposed Model The mannequin is constructed on openbmb/MiniCPM5-1B. That base is a actual, documented launch from OpenBMB. It is…
Most text-to-SQL techniques deal with the activity as translation. Feyn AI (YC-backed startup) reframes it round inspection. The Feyn workforce has launched SQRL, a household of fashions that flip pure language questions into SQL. Instead of producing a question instantly, SQRL can examine the database first. This lets it resolve ambiguity and write solely queries…
Introduction Building an LLM software not requires wiring orchestration code by hand. A category of open-source platforms now exposes retrieval, brokers, and workflows by way of visible canvases, net UIs, and plain-English prompts. These instruments let builders prototype in minutes and self-host for information management. This article opinions ten open-source tasks throughout three jobs: constructing…