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Models2026-09-19 · source-backed
NandhaKishorM published it September 18 under Apache 2.0, a non-autoregressive decision engine evaluating typed questions (choice, score, noul) over text, email, tickets or JSON in a single forward pass, at 33ms for one question and 7.2ms per question batched, trained with RL against strictly proper scoring rules. Three checkpoints ship with a router: laya (ModernBERT-large, 421M, English), laya-multilingual (mmBERT-base, 322M, 100+ languages, 2x faster) and laya-typed-decisions. GitHub Unlike most of the wrapper repos in this wave, this one has real open weights.
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Ollama cut v0.34.0-rc1 on September 5 at 23:49 UTC, and the headline item changes the shape of the local-versus-hosted decision rather than the performance of either side: Ollama-hosted open models can be selected directly inside ChatGPT Desktop, with setup driven from the Oll...
openai/PrimeGaps186, created September 2 under Apache-2.0, at 117 stars, formalizes lim inf(p_{n+1} - p_n) ≤ 186 via the Dickman-Hardy-Littlewood conjecture applied to a 40-element admissible tuple. It proves three theorems but remains conditional on a Kloosterman3 bound from...
Splitting the open-issues count via the GitHub search API gives a 1:2.8 ratio where most trending agent repos this week run PR-heavy. Still shipping daily, v1.18.27 on September 2, pushed within the hour. For anyone evaluating it as a base, the backlog shape says user-reported...
Monid sells runtime pay-per-call access to 1,800+ APIs with no per-vendor subscription, $1 in free credits to start, listing Merge, ApyHub, Eden AI and Firecrawl as comparables (Product Hunt). SandrPod runs the unmodified e2b and e2b-code-interpreter SDKs against your own infr...
Apache-2.0, rootless, single static binary, no daemon, claiming about 3.5ms container start against Docker's roughly 297ms and zero resident memory when idle (GitHub). It reads OCI images and docker-compose files but deliberately skips Docker's API, overlay networks and Swarm,...
Created September 10, 302 stars and 18 forks by September 12, with v1.2.1 cut September 11. Keyboard-driven, GPU-rendered, editor plus terminals plus language intelligence plus debugging in one multi-workspace binary. The structural choice: Rune Agent lives in cmd/rune-agent a...
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