Even though I gave the same instructions, I was charged 216 times more. 1️⃣ 同じお題11モデル 2.4→519cr
2️⃣ Practical tokens move to the cheaper side 3️⃣ 270億が手元にダウンロード可 4️⃣ 9月3日から音楽AIのルール変更 👇続きは動画で（5分）
Crash Odds: 150 yrs of CAPE, Buffett indicator, yield curve, credit spreads, margin debt, VIX & more → a walk-forward crash model.
No look-ahead, FDR-screened, refit yearly, scored strictly out-of-sample. Result: AUC 0.68, recall 42%. Real edge, no magic. Trying to make sure
Harness DeepSeek has become the coding agent that everyone is watching now 👀
Over 36k stars on GitHub on launch day • Flexible Harness allows agents to easily change models, tools, context, and workflows
MTP nearly doubled Qwen 3.8 27B on my 4090.
It also filled the card to the last 112 MB. Qwen 3.8 dropped today with a draft layer baked into the weights. The idea is simple: a small attached head guesses the next couple of tokens, the main model checks all the guesses in one
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