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Mindstudio (auto-discovered)

articles 879 domain mindstudio.ai → page 1/44 feed RSS
00:00
2026-10-03
mindstudio.ai
large-language-models

IQuest-Q1: How to Self-Host the 320B Agentic Coding Model

IQuest released IQuest-Q1, an open-weight 320B-parameter Mixture-of-Experts coding model that activates only 15B parameters per token and supports a 524,288-token context window, with official deploym…

00:00
2026-10-03
mindstudio.ai
artificial-intelligence

Limit 1B Violetto: Testing Paradigma's Tiny Math Model Locally

Paradigma released Limit 1B Violetto, a 1 billion parameter dense transformer math-specialist model trained from scratch on under 300 billion curated tokens with a 131k context window, under Apache 2.…

00:00
2026-10-03
mindstudio.ai
large-language-models

Naive-N0.5-Flash: Specs and Setup for the 309B MoE Coding Model

NaiveAI released Naive-N0.5-Flash, an MIT-licensed open-weight mixture-of-experts coding model with 309 billion total parameters that activates 15.5 billion per token and ships with a native 1-million…

00:00
2026-10-02
mindstudio.ai
artificial-intelligence

How to Run Cloudflare's Clef 27B Decision Model Locally

Cloudflare released Clef 27B, a 27 billion parameter multimodal decision model under the Apache 2.0 license that returns calibrated probabilities for a fixed set of answer options in a single forward …

00:00
2026-10-02
mindstudio.ai
artificial-intelligence

Clef 27B vs Gemma, Llama: Which Decision Model Actually Wins?

Cloudflare's Clef 27B, a 27 billion parameter multimodal decision model released under an Apache 2.0 license, flagged a social engineering test with a 76% social engineering probability and only a 5.9…

00:00
2026-10-02
mindstudio.ai
ai-products

Codex Ultrafast on the $500 Plan: Worth the Usage Cost?

Hands-on testing of OpenAI's Codex Ultrafast mode, available only on the GPT-6 Astra model via the $500-a-month plan or API, found speed gains ranging from about 2.5x on a complex video-editing task t…

00:00
2026-10-02
mindstudio.ai
ai-infrastructure

How to Cluster Two NVIDIA DGX Sparks for Local LLM Inference

Clustering two NVIDIA DGX Sparks over a 200 GB RoCE RDMA cable and running tensor-parallel inference with vLLM lets the pair serve models in the 150 to 160 GB range, such as DeepSeek V4 Flash, that do…

00:00
2026-09-30
mindstudio.ai
large-language-models

IQuest-Q1: Inside the 320B MoE Model Built for Agentic Coding

IQuest released IQuest-Q1, an open-weight 320B-parameter Mixture-of-Experts language model with 15B active parameters per token and a 512K-token context window, built for agentic coding and multi-step…

00:00
2026-09-30
mindstudio.ai
large-language-models

How to Deploy IQuest-Q1 with SGLang or vLLM

IQuest released IQuest-Q1, a 320-billion-parameter Mixture-of-Experts model with roughly 15 billion active parameters per token, an 88-layer transformer, 256 experts (8 active), and a 524,288-token co…

00:00
2026-09-30
mindstudio.ai
large-language-models

How to Run Naive-N0.5-Flash Locally with Transformers

NaiveAI's Naive-N0.5-Flash, a 309B-parameter Mixture-of-Experts model with 15.5B active parameters per token, requires FP8-capable NVIDIA GPUs and roughly 315GB of weights to run locally through Huggi…

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