We Ran DeepSWE at 1M Context vs 262K. The Results Surprised Us.

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-V4 Series Preview: Million-Token Context MoE Models with 1.6T Parameters

DeepSeek introduces the V4 series of Mixture-of-Experts (MoE) language models, including DeepSeek-V4-Pro (1.6T parameters, 49B activated) an

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

DeepSWE: A New Long-Horizon Benchmark for Evaluating Frontier Coding Agents on Complex Engineering Tasks

DeepSWE is a new long-horizon software engineering benchmark designed to evaluate frontier coding agents on original, complex engineering ta

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