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How I Added Low-Token Vision to DeepSeek V4 Flash

BACKGROUND
2 SIGNALSFIRST DETECTED 1 August 2026
Narrative synthesis pending — 2 signals collected.
How the story developed
Other feeds and industry voices
20 Oct
DeepSeek Open-Sourced the Engine Behind Its API. It Ships Without a KV Cache System

<ul> <li> <strong>Book:</strong> <a href="https://www.amazon.com/dp/B0GX2SQ594" rel="noopener noreferrer">System Design Pocket Guide: Interviews</a> </li> <li> <strong>Also by

REPORT · WHAT · Dev.toOPEN STORY
18 May
Connect Your MCP Server With DeepSeek V4 — Step-by-Step Guide (2026)

<h2> TL;DR </h2> <ul> <li> <strong>DeepSeek V4 shipped April 24, 2026</strong> in two flavours: <strong>V4-Pro</strong> (1.6T MoE / 49B active) and <strong>V4-Flash</strong> (284B

REPORT · WHAT · Dev.toOPEN STORY
25 Apr
OpenAI Just Released GPT-5.5. Here's What It Actually Does (and What It Costs You)

<p>GPT-5.4 shipped on March 5. Seven weeks later, on April 23, 2026, OpenAI released GPT-5.5 — and the pace alone tells you something about where this race is headed. This isn't

REPORT · WHERE · Dev.toOPEN STORY
9 May
DeepSeek V4 paper full version is out, FP4 QAT details and stability tricks [D]

<!-- SC_OFF --><div class="md"><p>DeepSeek dropped the full V4 paper this week. preview from april was 58 pages, this version adds a lot of technical depth.</p> <p>What stood out

OPINION · WHEN · MachineLearningOPEN STORY
10 May
THE RECEIPT TRAIL: WHAT THEY CHARGE VS WHAT YOU ACTUALLY PAY

<h2> Cursor and Windsurf are not AI coding tools. They're slot machines wrapped in a dark theme. Both exploits Claude Opus 4.7's broken tokenizer—which silently inflates your

REPORT · WHEN · Dev.toOPEN STORY
7 May
The Local Eye (Sovereign Vision)

<p>We’ve built a system that is <a href="https://www.kenwalger.com/blog/ai/ai-agent-reliability-llm-as-a-judge" rel="noopener noreferrer">Reliable</a>, <a

REPORT · HOW · Dev.toOPEN STORY
23 Mar
Need advice: Easiest way to run a local VLM (Vision) natively on Android/Kotlin for a CS degree final project?

<!-- SC_OFF --><div class="md"><p>Hi everyone,</p> <p>I'm a Computer Engineering student working on my final degree project (TFG), and I have around 300 hours to complete it.</p>

OPINION · WHAT · LocalLLaMAOPEN STORY
19 Jun
[NEW MODEL] SupraLabs just released SupraVL-Nano-900k, a Vision-Language Model built entirely from scratch!

<!-- SC_OFF --><div class="md"><p>Hey <a href="/r/LocalLLaMA">r/LocalLLaMA</a>! We just released <strong>SupraVL-Nano-900k</strong>, our first VLM. It has ~900k parameters, was

OPINION · WHO · LocalLLaMAOPEN STORY
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