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Infra2026-09-05 · source-backed
The September 5 release adds beam search via a beam_width request parameter returning the n best sequences, though it doesn't yet combine with speculative decoding, disaggregation, DP attention or HiCache. DeepEP v2's fixed-size ElasticBuffer engine as --moe-a2a-backend deepep_v2 lets decode run under CUDA graphs across nodes. --enable-layernorm-sp takes 3.5% off Qwen3-8B prefill on H100 and 5.6% on B200. W4A8 MoE on Hopper gains DeepSeek-V4-Flash about 12% output throughput with no GSM8K accuracy change, requiring FlashInfer 0.6.18. 786 PRs from 214 contributors (GitHub).
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For about a year, "run your agent locally" meant accepting a model that couldn't reliably call a tool twice in a row. That excuse is gone. Meta Superintelligence Labs published Muse Glimmer today: a 29.6B dense causal transformer, 52 layers, 6,656 hidden dim, with a ~1.8B ViT-...
DeepSeek released V4 on April 24 and the numbers demand attention. V4-Pro is 1.6 trillion parameters total with 49 billion active, MIT-licensed, native 1M-token context. It scores 80.6% on SWE-bench Verified, putting it within 0.2 points of Claude Opus 4.6. On Terminal-Bench 2...
DeepSeek-V4-Flash-0731 landed July 31 under MIT with a DSpark speculative-decoding module attached. Terminal Bench 2.1: 82.7. Toolathlon-Verified: 70.3. DSBench-FullStack: 68.7. DeepSWE: 54.4. NL2Repo: 54.2. The model card claims it beats DeepSeek-V4-Pro (Preview) "despite its...
DeepClaude hit 470 points on Hacker News. It swaps Claude Code's API backend to DeepSeek V4 Pro while preserving the full agent loop: file editing, bash execution, git tooling, the whole workflow. DeepSeek V4 Pro scores 96.4% on LiveCodeBench at a fraction of Anthropic's prici...
Y Combinator CEO Garry Tan open-sourced GStack and the repo hit 10,000 GitHub stars in 48 hours. That makes it one of the fastest-growing dev tools of 2026. GStack is a 23-tool MIT-licensed toolkit that turns Claude Code into role-based agents: CEO, Designer, QA, Release Manag...
OpenClaw tagged v2026.8.1 at 03:30 UTC this morning. The release post counts 933 contributors, 569 of them first-time, and more than 16,000 pull requests, roughly half of every PR ever merged into the project, after a seven-week gap against a prior cadence of 106 releases in 2...
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