AI Briefing#inference-engine
The latest AI and developer news about #inference-engine, with the original source and a short summary.
The latest AI and developer news about #inference-engine, with the original source and a short summary.
The system integrates with inference engines to deny requests for stopped jobs, ensuring a fail-closed state if the service goes down.
The system integrates with inference engines to enforce fail-closed safety checks across all research workloads.
uzu, a Rust inference engine for Apple Silicon, recorded a speed of 142.3 tok/s on the M5 Max.
Open-source engine Kapitsa matches Recursive's native performance on short contexts and leads by 1.30x at 128K context on Apple Silicon.
The new version eliminates repetition loops found in the preview, achieves 0/50 loops on SWE-bench tasks, and introduces an open-source engine enabling 262K context within a 16 GB memory budget.
Redis creator antirez has released ds4, a C-based inference engine supporting DeepSeek V4, GLM 5.x, and Qwen3.8 Flash Next on high-memory hardware.
The open-source engine claims up to 2x faster performance than llama.cpp by compiling kernels specifically for the user's hardware.
The new Quail system processes over 1 billion tokens per minute on a single H100 GPU, achieving more than 10x the speed of the vLLM baseline for AI-SQL workloads.
Underdog has released 'Husky', a model-specific inference engine that is faster than MLX across all measured metrics, achieving up to 4.5x performance gains particularly in editing tasks.
The 'Gewell' inference engine, featuring lossless KV cache reduction for the Gemma 4 31B model, has been released, improving VRAM efficiency and throughput in Blackwell GPU environments.
Draw Things has launched the public beta of 'Local Code', supporting local LLM inference and code execution within a macOS sandbox environment.
Paddock, a Rust/C++ inference engine featuring custom CUDA kernels, has been open-sourced under the MIT/Apache-2.0 license.
It has been raised that LLMs can control host machines by exploiting code execution vulnerabilities in inference engines.
An analysis of the risk that LLMs can exploit inference engine bugs to compromise host servers, illustrated by the misuse of eval() in vLLM.
WASTE ran the 2.78 trillion-parameter Kimi K3 on 64GB of memory.
This summarizes the support plans and technical bottlenecks for the Ling-3.0-flash model across major inference engines.
A high-performance, multi-model speech recognition (ASR) library built on ggml has been released.
An inference engine written in C has been released that keeps a large MoE model's weights on disk and streams only the parts needed, allowing it to run even on low-spec PCs.
Moondream explains how its Photon engine reduces GPU idle time and optimizes inference performance through pipelined decoding technology.
llama.cpp has rolled out an update including Vulkan backend performance improvements and support for new models such as Granite and LFM2.5.
It unveiled a new GPU kernel programming model and inference engine that leverages Rust's ownership model to guarantee memory safety.
mistral.rs now supports the OpenAI-compatible /v1/skills API, enabling agentic capabilities even on local models.
Explains how to integrate local LLMs into coding workflows for cost savings and privacy, along with a model selection guide.
An analysis alleges that Alibaba T-Head's asllm engine uses the open-source sglang without authorization and has left a serious bug unaddressed.