fast-inference

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#fast-inference

Laya: replace LLM-as-a-judge with a 322M-parameter decision engine (26,639 stars in 9 days, hands-on test)

Reddit r/LocalLLaMA ↗ · 2d ago Cached

Laya is a 322M-parameter non-autoregressive decision engine designed to replace LLM-as-a-judge, providing fast and deterministic typed decisions without token generation, making it cost-effective for classification tasks.

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#fast-inference

@PrajwalTomar_: BRO. A model this fast is not supposed to do this. I screen recorded a landing page, dropped the video into OpenCode, a…

X AI KOLs Timeline ↗ · 3d ago Cached

The tweet showcases Space Bunny, a fast stealth AI model that can rebuild a website from a video, perform testing, and fix issues autonomously, highlighting rapid code generation capabilities.

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#fast-inference

Ollaya – Ollama for open-source, Jev-style decision models

Hacker News Top ↗ · 4d ago Cached

Ollaya is an open-source tool for running decision models locally with millisecond latency, compatible with TypeSafe's API, ensuring privacy and fast inference on personal hardware.

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#fast-inference

Viggle/Qwen-Image-2.1-viggle-turbo

Hugging Face Models Trending ↗ · 2026-09-22 Cached

A distilled student model of Qwen-Image-2.1, trained by Viggle using Distribution Matching Distillation, enabling text-to-image generation and image editing in 6 steps instead of 40, resulting in about 5× faster performance with competitive quality.

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#fast-inference

Jev

Product Hunt ↗ · 2026-09-21 Cached

Jev is TypeSafe AI's frontier model for fast, structured AI decisions, returning typed outputs with calibrated probabilities and now available to everyone.

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#fast-inference

Milliseconds.ai

Product Hunt ↗ · 2026-09-20 Cached

Milliseconds.ai is a fast AI API for text and image processing, featuring a small model called decision-machine-1, with competitive pricing and a free tier.

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#fast-inference

Laya the open source version of Jev

Hacker News Top ↗ · 2026-09-19 Cached

Laya is an open-source, fast multilingual decision engine that offers non-autoregressive, calibrated probabilities for structured schemas, claiming to be 6-8 times faster than Jev with full openness.

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#fast-inference

Jev / TypesafeAI is revolutionary as LLM’s

Reddit r/ArtificialInteligence ↗ · 2026-09-19

Jev is a novel AI model that outputs scores, choices, or binary decisions, praised for its speed, affordability, and accuracy when queried creatively, unlike traditional frontier models.

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#fast-inference

@bozhou_ai: https://x.com/bozhou_ai/status/2100966488022864272

X AI KOLs Timeline ↗ · 2026-09-18 Cached

Jev is a closed-source AI model released by TypeSafe, designed for rapid judgment and selection tasks, featuring low latency and low cost. It is widely used in automated workflows and Agent systems.

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#fast-inference

@mvanhorn: https://x.com/mvanhorn/status/2100784142850097482

X AI KOLs Timeline ↗ · 2026-09-18 Cached

Jev is a new AI model focused on rapid decision-making, offering 20-200x faster and 40-400x cheaper performance than frontier LLMs, as released by Diogo Almeida.

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#fast-inference

TabPFN-3.5: Technical Report

arXiv cs.LG ↗ · 2026-09-17 Cached

TabPFN-3.5 is a new tabular foundation model that sets state-of-the-art performance across multiple benchmarks, with improvements in inference speed and multimodal capabilities.

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#fast-inference

TypeSafe AI releases AI model called Jev. Rather than generating text, it makes decisions. Its hallucination rate is far lower and its outputs are very cheap compared to traditional LLMs.

Reddit r/singularity ↗ · 2026-09-16 Cached

TypeSafe AI has released Jev, an AI model designed for machine-native interactions that returns typed probabilistic decisions instead of text, offering lower hallucination rates and faster response times compared to traditional LLMs.

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#fast-inference

@shiri_shh: babe wake up The guy who co-created ChatGPT and RLHF at OpenAI just launched a new model - Latency: ~150ms - Cost: $0.0…

X AI KOLs Following ↗ · 2026-09-15 Cached

Diogo Almeida, co-inventor of ChatGPT, launches Jev, a new frontier AI model trained with RLCD, featuring ~150ms latency and free output cost.

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#fast-inference

@gabriel1: we forgot how insane the concept of "doing parallel work in the background" and i'm so excited for models that are astr…

X AI KOLs Timeline ↗ · 2026-09-15 Cached

A user expresses excitement for future AI models that can perform parallel tasks in the background and respond within 10 seconds, highlighting how faster models could transform user experience.

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#fast-inference

@MilksandMatcha: During an outage, every second matters. That is one of the reasons OpenAI is using @cerebras internally. @seanlie descr…

X AI KOLs Timeline ↗ · 2026-09-15 Cached

OpenAI uses Cerebras for fast inference to improve incident response and critical research during outages, as described by @seanlie.

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#fast-inference

@FrankRHutter: The data science revolution continues. TabPFN-3.5 is live, claiming SOTA beyond the vanilla IID small data setting and …

X AI KOLs Timeline ↗ · 2026-09-15 Cached

TabPFN-3.5 is released, claiming state-of-the-art performance for tabular data beyond IID small data settings, with features like handling grouped and temporal data, uncertainty calibration, and faster inference.

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#fast-inference

OM-1 : A fast embodied AI.

Reddit r/singularity ↗ · 2026-09-15

OM-1 is a fast embodied AI system designed for rapid performance in artificial intelligence applications related to physical environments.

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#fast-inference

@radixark: SGLang-Diffusion enables fast, scalable inference for multimodal generation. The latest work with VDN-H3 brings @MiniMa…

X AI KOLs Timeline ↗ · 2026-09-14 Cached

SGLang-Diffusion with VDN-H3 from MiniMax enables fast and scalable video generation, achieving 14.4s of 768p video in just 9.0s on 8× B200 GPUs for faster-than-real-time inference.

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#fast-inference

DeepSeek v4.1 Flash

Hacker News Top ↗ · 2026-09-10 Cached

DeepSeek has introduced DeepSeek-V4.1-Flash, a new AI model designed for enhanced capability, faster inference, native visual understanding, and scalability as part of their latest architecture family.

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#fast-inference

Desert Ant Labs: local, fast models that run on device

Hacker News Top ↗ · 2026-09-09 Cached

Desert Ant Labs, a European AI lab, launches a suite of small, specialized on-device models for audio, vision, and text, offering fast inference and privacy benefits by running locally on devices.

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