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News

MarkTechPost
marktechpost.com > 09/04/2026 > datasets-invent-api-training-data-without-labeling-adaptive-data-autoscientist

Adaption Labs Introduces 'Invent a Dataset': Training Data Generated From a Task Description, Not a Seed Corpus

1+ week, 2+ day ago   (284+ words) This week, Adaption Labs released Invent a Dataset. The feature generates a structured, training-ready dataset from a description of the behavior you want a model to learn. You do not arrive with a seed corpus, a predefined schema, or a…...

MarkTechPost
marktechpost.com > 09/01/2026 > meta-superintelligence-labs-releases-muse-voice-transcribe-one-real-time-model-for-streaming-asr-diarization-and-endpointing

Meta Superintelligence Labs Releases Muse Voice Transcribe: One Real-Time Model for Streaming ASR, Diarization, and Endpointing

1+ week, 5+ day ago   (574+ words) Most production voice stacks are three systems stitched together. One model transcribes, a second separates speakers, and a detector decides when the user stopped talking. Each hand-off adds latency and a new failure mode. Muse Voice Transcribe, announced by Meta…...

MarkTechPost
marktechpost.com > 08/20/2026 > liquid-ai-releases-lfm2-5-dspark-draft-models-that-deliver-up-to-3-18x-faster-decoding

Liquid AI Releases LFM2.5-DSpark Draft Models That Deliver Up to 3.18x Faster Decoding Without Changing Model Outputs

3+ week, 3+ day ago   (398+ words) Yes, if you self-host. The weights ship as Safetensors and GGUF, and the drafter checkpoints are not served by any hosted inference provider on Hugging Face today. Running them needs an SGLang or llama.cpp build with DSpark support for…...

MarkTechPost
marktechpost.com > 08/18/2026 > nvidia-releases-tensorrt-model-connect-in-public-preview-hugging-face-checkpoint-to-native-c-inference-in-two-commands > amp

NVIDIA Releases TensorRT Model Connect in Public Preview: Hugging Face Checkpoint to Native C++ Inference in Two Commands

3+ week, 5+ day ago   (420+ words) MarkTechPost NVIDIA has released TensorRT Model Connect (TRTMC) in public preview, an open-source project that takes a supported Hugging Face or local checkpoint to end-to-end TensorRT inference in two commands. There is no intermediate ONNX export step. The build produces…...

MarkTechPost
marktechpost.com > 08/13/2026 > liquid-ai-lfm2-5-vl-3b-on-device-vision-language-model > amp

Liquid AI Releases LFM2.5-VL-3B: A 3B Vision-Language Model That Reads Screens, Grounds Objects, and Calls Tools On-Device

1+ mon, 15+ hour ago   (236+ words) Yes, the checkpoint ships in four formats: native, GGUF, ONNX, and MLX. Day-one runtimes include llama.cpp, MLX, vLLM, SGLang, and ONNX. It fits in roughly 3 GB of memory. LFM2.5-VL-3B extends LFM2-VL-3B along four axes. The language backbone is LFM2.5-2.6B. The vision tower is…...

MarkTechPost
marktechpost.com > 08/11/2026 > nvidia-ai-releases-nemotron-3-5-lightning-and-nemo-switchyard

NVIDIA AI Releases Nemotron 3.5 Lightning: A 30B Open MoE with 3B Active Parameters, and NeMo Switchyard Model Router

1+ mon, 1+ day ago   (278+ words) Yes. Nemotron 3.5 Lightning is generally available under the permissive OpenMDW-1.1 license, with open weights, training data, and recipes. NVIDIA states the model is ready for commercial use. Long-running agents spend most of their time on high-volume execution. Tool calls, result…...

MarkTechPost
marktechpost.com > 08/04/2026 > reflex-open-sources-xy

Reflex Open Sources XY: A Rust-Backed Super-Fast Python Charting Library That Keeps 100 Million Point Charts Interactive

1+ mon, 1+ week ago   (216+ words) XY is early alpha at version 0.0.1. It ships as pip install xy and requires Python 3.11 or newer. XY keeps canonical f64 columns in a ColumnStore in Python and picks a rendered representation per trace. Current defaults start M4 decimation above 10,000 rows for…...

MarkTechPost
marktechpost.com > 07/31/2026 > deepseek-upgrades-deepseek-v4-flash-0731-with-major-agentic-and-coding-gains

DeepSeek Upgrades DeepSeek-V4-Flash-0731 with Major Agentic and Coding Gains

1+ mon, 1+ week ago   (264+ words) DeepSeek published DeepSeek-V4-Flash-0731 on Hugging Face and moved the official V4-Flash API into public beta on July 31, 2026. The model card is explicit that this is the official release superseding the preview, and that the architecture and size are unchanged....

MarkTechPost
marktechpost.com > 07/31/2026 > lingbot-map-tutorial-gpu-aware-inference-and-point-cloud-export

LingBot-Map Tutorial: GPU-Aware Inference and Point Cloud Export

1+ mon, 1+ week ago   (710+ words) Discover how to implement a streaming 3D reconstruction pipeline using LingBot-Map. From GPU-aware configuration and preprocessing to GCTStream model inference and point cloud generation, this guide walks you through the steps to convert image or video sequences into consistent 3D scenes with…...

MarkTechPost
marktechpost.com > 07/28/2026 > deploying-a-1-bit-bonsai-27b-model-with-prismml-llama-cpp-and-openai-compatible-local-inference-workflows

Deploying a 1-Bit Bonsai-27B Model with PrismML llama.cpp and OpenAI-Compatible Local Inference Workflows

1+ mon, 2+ week ago   (245+ words) We clone the PrismML fork of llama.cpp, which provides the specialized kernels required for the model’s Q1_0_g128 quantization format. We configure a CUDA-enabled release build with CMake and compile the command-line, server, and benchmarking executables. We also reuse previously generated…...