OpenJev, an independent open-source project from GPT-AGI, released a Jev-compatible System One decision engine that answers typed questions (Choice, Score, Noul) from open-weight models in a single fo…
NVIDIA released VSS Blueprint 3.3, adding a Build Vision Agent skill (vss-build-vision-ai) and Adaptive Efficient Video Sampling (EVS) that cut VLM input tokens by 80% for a 60-minute summary and rais…
TensorFold 0.3.6.2 delivered decode speeds over 62 tokens per second on a single stream and 119 tokens per second across five concurrent streams running Qwen3.8-Flash-Next on a single Nvidia DGX Spark…
Kortexio released ContextMemory, an open-source self-hosted memory gateway that sits in front of any OpenAI-compatible /v1 engine such as llama.cpp, vLLM, Ollama, LM Studio or OpenAI and stores sessio…
The vLLM community added a structured-read mode to DiffusionGemma 26B-A4B via vLLM PR #57250, letting the open model return typed probabilistic decisions in a single denoising step instead of token-by…
A developer compared Docker Model Runner and Ollama for local LLM inference, concluding that raw generation speed cannot be declared a winner because both tools commonly run llama.cpp underneath. The …
Researchers submitted DeepEdu-v1, an AI-tutoring system for Vietnamese education built on the SCALE (Self-improving Context-Aware Learning Engine) framework, to arXiv on 25 Sep 2026. In its deployed c…
AWS published Part 1 of a tutorial series showing how to deploy the Qwen3-TTS text-to-speech model on Amazon SageMaker AI using the AWS vLLM-Omni Deep Learning Container, streaming text in and audio o…
Inferact, a startup whose team includes vLLM maintainers, released open-source "megakernels" for Google's TPU v7 (Ironwood) that delivered 709 tokens per second for a single user on Moonshot AI's Kimi…
INT21 generated 20 inference engines across seven model categories in two weeks using Rust with C++ and CUDA components, and its MiMo engine reached 1,308 tokens/s versus 540 for tuned SGLang and 1,01…
OrcaRouter released OrcaSAQ2 27B, a 3-bit mixed-precision quantization of Qwen3.8-27B that shrinks the checkpoint from 54GB in BF16 to 12.3GB, a 77.2% reduction, under Apache-2.0. The model card repor…
A developer released Jev, a Minecraft PvP bot driven by DJev, a diffusion language model served on a custom inference engine, which makes each combat decision in a median of 24 ms — about 2.5× faster …
A developer reported that constraining GLM-5.3-Flash's prompt to end with "Result: " forces a single-token decision output that matches the specialized Jev model on accuracy and latency when run throu…
A developer brought Qwen Flash-Next NVFP4 online in vLLM by adapting the loader to the checkpoint's tensor layout, patching attention configuration entries from qwen_sparse_attention to full_attention…
Ollaya reached release 0.7.3 on 27 September 2026, four days after its repository appeared on 23 September, and now serves ten model families behind an API it calls wire-identical to TypeSafe's Jev, a…
A developer running Qwen3.8-27B across two RTX 3090s on an ASUS TUF X570-Plus motherboard traced a vLLM model-loading stall of over ten minutes to PCIe link retraining on a passive x8/x8 bifurcation s…
Quail, an inference engine built by the QUery-Aware Inference Layer project, processes over 1 billion tokens per minute per H100 GPU on a multi-join AI-SQL query, more than 10x faster than the team's …
Enterprise data breaches involving unsanctioned Shadow AI cost organizations an average of $650,000 more than conventional security incidents, and 20.0% of global enterprises have already suffered a p…
A developer writing as jadidbourbaki reports making prompt lookup decoding drafting in llama.cpp up to 42x faster while using up to 2.6x less memory, through performance optimizations based on work by…
Google's Antigravity SDK now supports local models, letting developers run Gemma on-device via LiteRT or connect to OpenAI-compatible local servers such as Ollama, LM Studio, or vLLM. The LiteRT path …