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pico_hdmi: HSTX-native HDMI output library for RP2350 with hardware TMDS encoding and audio support
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pico_hdmi: HSTX-native HDMI output library for RP2350 with hardware TMDS encoding and audio support

Adafruit Industries – Makers, hackers, artists, designers and engineers!·Anne Barela·about 2 hours ago
#sYGKo4Kw
#adafruit#output#github#library#rp2350

Weeb Labs has published pico_hdmi on GitHub, a video and audio output library for the RP2350 and Raspberry Pi Pico 2. It uses the chip’s HSTX peripheral and its hardware TMDS encoding, so there is no bit-banging and no overclock needed for 480p output.…

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3 Ways to Boost MoE Inference on NVIDIA DGX Spark
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3 Ways to Boost MoE Inference on NVIDIA DGX Spark

NVIDIA Technical Blog·Yang Liu·about 5 hours ago
#VqL55gzP
#developer#tokens#head#output#humming

Generating tokens faster starts with identifying what limits inference performance. In the batch-size-1 evaluation of Ling-3.0-flash from Inclusion AI on NVIDIA…

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Never Pay Twice for the Same Prompt: A Durable Generation Cache for Free-Tier Hosts
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Never Pay Twice for the Same Prompt: A Durable Generation Cache for Free-Tier Hosts

DEV Community: python·Dakota Wu·1 day ago
#UqvSUKVQ
#devtopython#devto#dev#cache#self

The cheapest model call is the one that never leaves the process. On a zero-budget stack, the real...

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DeepSeek Open-Sourced the Engine Behind Its API. Is Self-Hosting V4.1 Flash Cheaper Than Paying per Token?
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DeepSeek Open-Sourced the Engine Behind Its API. Is Self-Hosting V4.1 Flash Cheaper Than Paying per Token?

DEV Community: opensource·Tokely — AI API Platform·2 days ago
#v82DQTsr
#devtoopensource#devto#dev#deepseek#tokens

DeepSeek open-sourced DeepInfer. The smallest efficient V4.1 Flash cluster rents for $880K a month and beats the $0.60 API price only above 76% utilization.

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Audit Image Edits Outside the Requested Region With Python
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Audit Image Edits Outside the Requested Region With Python

DEV Community: tutorial·Joey·3 days ago
#pq6OgXFS
#devtotutorial#devto#dev#mask#output

A local image edit gives me two things to review: the requested change and everything that was meant...

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Debugging Ray Tracing Applications Using NVIDIA OptiX Toolkit
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Debugging Ray Tracing Applications Using NVIDIA OptiX Toolkit

NVIDIA Technical Blog·Tanya Lenz·3 days ago
#TgBKZfxu
#developer#debug#error#optix#code

NVIDIA OptiX ray tracing engine is an application framework for achieving optimal ray tracing performance on the GPU. Applications using OptiX can fail in ways…

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That Weird 7-Pin S-Video Port On Old Laptops
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That Weird 7-Pin S-Video Port On Old Laptops

#hackaday#port#pins#output#photo

Even though laptops from around the early 2000s came with just about every conceivable port on them, they still would often feature a somewhat unusual combined video output port. While at its core …

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The Aura Pro Demo Prompt Generator Is 11 Templates, Not One Model. I Ran Every Category.
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The Aura Pro Demo Prompt Generator Is 11 Templates, Not One Model. I Ran Every Category.

DEV Community: android·Redman WorkflowAlpha·3 days ago
#aegl2RiH
#devtoandroid#devto#dev#topic#output

I extracted the PROMPT_TEMPLATES object from the Aura Pro demo page and ran all 11 intent categories with the same topic. Here is the exact output shape, and why the honesty of that matters more than the polish.

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