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Mindstudio (auto-discovered)

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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…

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

Naive-N0.5-Flash Pricing: Free Weights, Cheap API Tokens

NaiveAI released Naive-N0.5-Flash, a 309B-parameter Mixture-of-Experts model with 15.5B active parameters per token, under the MIT license with free weights and hosted API pricing of $0.10 per million…

00:00
2026-09-28
mindstudio.ai
large-language-models

OrcaSAQ2 27B: Run Qwen3.8-27B in 12GB With 3-Bit Quantization

OrcaRouter released OrcaSAQ2 27B, a 3-bit mixed-precision quantization of Qwen3.8-27B that shrinks the checkpoint from 54GB in BF16 to 12.3GB, a 77.2% reduction, under Apache-2.0. The model card repor…

00:00
2026-09-27
mindstudio.ai
artificial-intelligence

How MiMo-V2.6 Grades Its Own Reasoning to Keep Improving

Xiaomi's MiMo-V2.6 models use groupwise agentic grading to replace binary pass/fail rewards in reinforcement learning, ranking multiple rollouts per task against each other to preserve gradient signal…

00:00
2026-09-26
mindstudio.ai
artificial-intelligence

MiMo-V2.6-Flash-RL: Xiaomi's Efficient 309B Omnimodal Model

Xiaomi released MiMo-V2.6-Flash-RL, a sparse Mixture-of-Experts omnimodal model with 309 billion total parameters and 15 billion active per token, positioned as the efficiency-focused sibling to MiMo-…

00:00
2026-09-26
mindstudio.ai
artificial-intelligence

How to Run Audio8 ASR Infinite Locally with vLLM or Docker

Edge0 released Audio8 ASR Infinite, an open-weight streaming speech recognition model under the Apache 2.0 license, available on Hugging Face as Edge0/Audio8-ASR-Infinite and on GitHub as Edge0-AI/Aud…

00:00
2026-09-25
mindstudio.ai
artificial-intelligence

MiMo-V2.6-Pro-RL: Xiaomi's 1T-Parameter Agentic Model, Explained

Xiaomi's MiMo team released MiMo-V2.6-Pro-RL, an open-weight trillion-parameter mixture-of-experts agentic model with 1.02 trillion total parameters, 42 billion active per token, and a 1 million token…

00:00
2026-09-24
mindstudio.ai
artificial-intelligence

Claude Opus 5.5 vs GPT-6 Astra: Which Wins on Real Tasks?

A 12-task head-to-head test found Claude Opus 5.5 beat GPT-6 Astra on creative output quality, winning the website, event recap video, and Instagram reel rounds, while Astra finished faster and cheape…

00:00
2026-09-23
mindstudio.ai
large-language-models

Anthropic's Pacing the Frontier Strategy: What It Really Means

Anthropic released Claude Opus 5.5, the first model shipped under its "pacing the frontier" policy laid out in an essay by CEO Dario Amodei, with the model leading Terminal Bench 4.0 at 66.4% versus p…

00:00
2026-09-23
mindstudio.ai
large-language-models

Claude Opus 5.5 Pricing and Rate Limits: What Actually Changed

Anthropic cut API pricing for Claude Opus 5.5 across input, output, and cache tokens compared with Opus 5, and added a rate-limit reset option plus increased five-hour usage limits, according to early…

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