---
title: "AlphaSignal Gpus: Edge Deployment News"
url: "https://alphasignal.ai/topic/gpus/edge-deployment"
description: "Latest AI and machine learning news about Edge Deployment (Gpus) on AlphaSignal."
---

# AlphaSignal Gpus: Edge Deployment News

Latest AI and machine learning news about Edge Deployment (Gpus) on AlphaSignal.

## Articles

- [Lipflow Lets Mac Users Silently Mouth Words Into Any App](https://alphasignal.ai/news/lipflow-lets-mac-users-silently-mouth-words-into-any-app.md) (2026-10-05)
- [Backburner Turns Your iPhone Into a Mac's AI Co-Processor, 44% Faster](https://alphasignal.ai/news/backburner-turns-your-iphone-into-a-mac-s-ai-co-processor-44-faster.md) (2026-10-05)
- [Fermion Research's Phonon-2 Beats Whisper at 5.21% WER in Just 164 MB](https://alphasignal.ai/news/fermion-research-s-phonon-2-beats-whisper-at-5-21-wer-in-just-164-mb.md) (2026-10-01)
- [Topaz Labs Cuts 4K Video Upscaling From 2.5 Hours to 15 Minutes](https://alphasignal.ai/news/topaz-labs-cuts-4k-video-upscaling-from-2-5-hours-to-15-minutes.md) (2026-09-28)
- [Community Strips Qwen-Image 2.1's Refusals to Run Locally on 16GB Laptops](https://alphasignal.ai/news/community-strips-qwen-image-2-1-s-refusals-to-run-locally-on-16gb-laptops.md) (2026-09-28)
- [JiRackUltra_1b Runs AI Routing on Any Laptop Without a GPU](https://alphasignal.ai/news/jirackultra-1b-runs-ai-routing-on-any-laptop-without-a-gpu.md) (2026-09-27)
- [Solo Dev Runs NVIDIA's DLSS 5 Neural Rendering on AMD Radeon GPUs](https://alphasignal.ai/news/solo-dev-runs-nvidia-s-dlss-5-neural-rendering-on-amd-radeon-gpus.md) (2026-09-26)
- [mradermacher Brings Anime-Girl 1.5B to CPU With 20 GGUF Builds](https://alphasignal.ai/news/mradermacher-brings-anime-girl-1-5b-to-cpu-with-20-gguf-builds.md) (2026-09-25)
- [Moondream Shrinks Parakeet Redux Speech Recognition to 178 MB](https://alphasignal.ai/news/moondream-shrinks-parakeet-redux-speech-recognition-to-178-mb.md) (2026-09-25)
- [Perplexity Brings Portable Computer to AMD Ryzen AI Max PCs](https://alphasignal.ai/news/perplexity-brings-portable-computer-to-amd-ryzen-ai-max-pcs.md) (2026-09-24)
- [PrismML Runs Bonsai 1.7B on Smart Glasses at 2x the Speed](https://alphasignal.ai/news/prismml-runs-bonsai-1-7b-on-smart-glasses-at-2x-the-speed.md) (2026-09-23)
- [Liquid AI Brings Liquid Context to Snapdragon so Agents Share Your Memory](https://alphasignal.ai/news/liquid-ai-brings-liquid-context-to-snapdragon-so-agents-share-your-memory.md) (2026-09-23)
- [Qwen-2.5-1B-RLCD Scores JSON Fields in Parallel, Running 7x Faster on Apple Silicon](https://alphasignal.ai/news/qwen-2-5-1b-rlcd-scores-json-fields-in-parallel-running-7x-faster-on-apple.md) (2026-09-23)
- [Inco AI's Splash Runs Qwen3.8-27B Twice as Fast on Apple Silicon](https://alphasignal.ai/news/inco-ai-s-splash-runs-qwen3-8-27b-twice-as-fast-on-apple-silicon.md) (2026-09-21)
- [Prism ML's Ternary Bonsai 2 Squeezes a 27B Reasoning Model Into 8.6 GB](https://alphasignal.ai/news/prism-ml-s-ternary-bonsai-2-squeezes-a-27b-reasoning-model-into-8-6-gb.md) (2026-09-16)
- [Google Ships Gemma 4 12B to Run Offline on a 16GB MacBook Air](https://alphasignal.ai/news/google-ships-gemma-4-12b-to-run-offline-on-a-16gb-macbook-air.md) (2026-09-16)
- [Perplexity Brings Portable Computer to Windows RTX PCs for Free Local AI](https://alphasignal.ai/news/perplexity-brings-portable-computer-to-windows-rtx-pcs-for-free-local-ai.md) (2026-09-14)
- [Edge0 Streams an 8B AI Model From SSD Using Only 1 GiB](https://alphasignal.ai/news/edge0-streams-an-8b-ai-model-from-ssd-using-only-1-gib.md) (2026-09-13)
- [Edge0 Runs a 35B AI Model on an iPhone With Just 2.9 GiB](https://alphasignal.ai/news/edge0-runs-a-35b-ai-model-on-an-iphone-with-just-2-9-gib.md) (2026-09-12)
- [cmpunlocker Turns NVIDIA's Dead Mining GPU Into a 64GB Powerhouse](https://alphasignal.ai/news/cmpunlocker-turns-nvidia-s-dead-mining-gpu-into-a-64gb-powerhouse.md) (2026-09-08)
- [OpenBMB's MiniCPM5-2B Beats Larger Rivals With 128K Context on Consumer Hardware](https://alphasignal.ai/news/openbmb-s-minicpm5-2b-beats-larger-rivals-with-128k-context-on-consumer-hardware.md) (2026-09-05)
- [H-BAC Shrinks a 327 MB Plant Disease Model Down to 6 MB](https://alphasignal.ai/news/h-bac-shrinks-a-327-mb-plant-disease-model-down-to-6-mb.md) (2026-09-04)
- [Figure Bets $6B on NVIDIA Vera Rubin GPUs to Scale Humanoid Robots](https://alphasignal.ai/news/figure-bets-6b-on-nvidia-vera-rubin-gpus-to-scale-humanoid-robots.md) (2026-09-03)
- [Google Brings Gemma 4 Into Android Studio for Offline Coding Agents](https://alphasignal.ai/news/google-brings-gemma-4-into-android-studio-for-offline-coding-agents.md) (2026-09-02)
- [UNSEEN Gemma 4 Removes AI Refusals With a Single Math Trick](https://alphasignal.ai/news/unseen-gemma-4-removes-ai-refusals-with-a-single-math-trick.md) (2026-08-28)
- [Exo Turns Four Mac Studios Into a 4.8TB/s AI Cluster](https://alphasignal.ai/news/exo-turns-four-mac-studios-into-a-4-8tb-s-ai-cluster.md) (2026-08-25)
- [Liquid AI's Pipette Exposes What Server Benchmarks Hide About Phone AI](https://alphasignal.ai/news/liquid-ai-s-pipette-exposes-what-server-benchmarks-hide-about-phone-ai.md) (2026-08-24)
- [Qwen3.8 Hits 49 Tokens per Second on AMD's Budget APU](https://alphasignal.ai/news/qwen3-8-hits-49-tokens-per-second-on-amd-s-budget-apu.md) (2026-08-22)
- [Qwen3.8-27B Unleashed Hits 83% MMLU Uncensored on a Single 24GB GPU](https://alphasignal.ai/news/qwen3-8-27b-unleashed-hits-83-mmlu-uncensored-on-a-single-24gb-gpu.md) (2026-08-20)
- [MTPLX Doubles Local AI Speed on Apple Silicon Without Losing Quality](https://alphasignal.ai/news/mtplx-doubles-local-ai-speed-on-apple-silicon-without-losing-quality.md) (2026-08-20)
- [Empero's Qwen3.8-2B Doubles Reasoning Scores Running on a Phone](https://alphasignal.ai/news/empero-s-qwen3-8-2b-doubles-reasoning-scores-running-on-a-phone.md) (2026-08-15)
- [Google Runs Gemma 4 E2B Fully Offline on a $175 Raspberry Pi](https://alphasignal.ai/news/google-runs-gemma-4-e2b-fully-offline-on-a-175-raspberry-pi.md) (2026-08-12)
- [Ant Group's Ling-3.0-tiny Runs Reasoning on a MacBook at 90 tok/s](https://alphasignal.ai/news/ant-group-s-ling-3-0-tiny-runs-reasoning-on-a-macbook-at-90-tok-s.md) (2026-08-10)
- [RealRebelAI Shrinks Alibaba's Wan2.2-Animate to Run on 8 GB GPUs](https://alphasignal.ai/news/realrebelai-shrinks-alibaba-s-wan2-2-animate-to-run-on-8-gb-gpus.md) (2026-08-09)
- [slvDev Runs a 28.9M-Parameter AI on an $8 Chip Offline](https://alphasignal.ai/news/slvdev-runs-a-28-9m-parameter-ai-on-an-8-chip-offline.md) (2026-08-08)
- [Unsloth Brings MiniMax H3 Local Video Generation to a Single GPU](https://alphasignal.ai/news/unsloth-brings-minimax-h3-local-video-generation-to-a-single-gpu.md) (2026-08-07)
- [MacPaw and Liquid AI Build a Private On-Device AI Stack Challenging Apple Intelligence](https://alphasignal.ai/news/macpaw-and-liquid-ai-build-a-private-on-device-ai-stack-challenging-apple.md) (2026-08-05)
- [Parlor Runs a Full Voice-and-Vision AI Assistant Locally on a Laptop](https://alphasignal.ai/news/parlor-runs-a-full-voice-and-vision-ai-assistant-locally-on-a-laptop.md) (2026-08-03)
- [JiRackUltra_14b Brings a 14B Model to Local CPU Without the Cloud](https://alphasignal.ai/news/jirackultra-14b-brings-a-14b-model-to-local-cpu-without-the-cloud.md) (2026-08-03)
- [XYZ AI Lab's Aquila-mini Runs Locally on a Single 24GB GPU](https://alphasignal.ai/news/xyz-ai-lab-s-aquila-mini-runs-locally-on-a-single-24gb-gpu.md) (2026-07-28)
- [Microsoft's BitNet b1.58 Runs a 100B AI Model on a Single CPU](https://alphasignal.ai/news/microsoft-s-bitnet-b1-58-runs-a-100b-ai-model-on-a-single-cpu.md) (2026-07-27)
- [Edge0 Releases Audio8-ASR-0.1B to Run Speech Recognition on Any Phone](https://alphasignal.ai/news/edge0-releases-audio8-asr-0-1b-to-run-speech-recognition-on-any-phone.md) (2026-07-10)
- [Google's LiteRT.js Runs AI Models in Browsers up to 60x Faster](https://alphasignal.ai/news/google-s-litert-js-runs-ai-models-in-browsers-up-to-60x-faster.md) (2026-07-09)
- [Software Mansion's React Native ExecuTorch Runs LLMs On-Device With Zero Cloud Costs](https://alphasignal.ai/news/software-mansion-s-react-native-executorch-runs-llms-on-device-with-zero-cloud.md) (2026-07-08)
- [Intel's AutoRound v0.14 Shrinks 200B+ Models Without a Single GPU](https://alphasignal.ai/news/intel-s-autoround-v0-14-shrinks-200b-models-without-a-single-gpu.md) (2026-07-07)
- [PrismML's Ternary Bonsai 27B Runs Full Reasoning on a Laptop at 7.2 GB](https://alphasignal.ai/news/prismml-s-ternary-bonsai-27b-runs-full-reasoning-on-a-laptop-at-7-2-gb.md) (2026-07-04)
- [Apple's MLX Turns Four Macs Into a Trillion-Parameter Cluster](https://alphasignal.ai/news/apple-s-mlx-turns-four-macs-into-a-trillion-parameter-cluster.md) (2026-07-03)
- [Liquid AI's LFM2.5-350M Beats Larger Models Running Under 1GB](https://alphasignal.ai/news/liquid-ai-s-lfm2-5-350m-beats-larger-models-running-under-1gb.md) (2026-07-02)
- [Google Boosts Gemini Nano on Pixel 50% Faster Without Retraining](https://alphasignal.ai/news/google-boosts-gemini-nano-on-pixel-50-faster-without-retraining.md) (2026-06-26)
- [NVIDIA's Fast-FoundationStereo Runs 10x Faster Without Losing Depth Accuracy](https://alphasignal.ai/news/nvidia-s-fast-foundationstereo-runs-10x-faster-without-losing-depth-accuracy.md) (2026-06-26)