We Ran DeepSWE on Local Models. Here's What Actually Happened.

DeepSeek-V4-Flash-DSpark — 308.2 tok/s on RTX PRO 6000 Blackwell · 96 GB ×4

DeepSeek-V4-Flash Local Setup Guide: Running Open Models on Personal Devices

This documentation article from Unsloth provides a technical guide on how to run DeepSeek-V4-Flash locally on personal devices. It covers th

DeepSeek Releases V4 Preview with Open-Source Models Featuring 1M Context Length

DeepSeek has officially released and open-sourced the preview version of DeepSeek-V4, featuring two models: DeepSeek-V4-Pro (1.6T total / 49

DeepSeek-V4-Flash revives interest in LLM steering with local model capabilities

The article discusses LLM "steering" — manipulating model activations mid-flight to guide outputs — and highlights DeepSeek-V4-Flash as a br

Datacurve's DeepSWE Benchmark Shows GPT-5.5 Leading AI Coding Models with 70% Pass Rate

A new benchmark called DeepSWE, released by startup Datacurve, reveals significant performance differences among AI coding models that were

ds4: A lightweight Metal-native inference engine for DeepSeek V4 Flash

ds4.c is a specialized, lightweight native inference engine for DeepSeek V4 Flash, built specifically for Apple's Metal framework. Unlike ge