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MarkTechPost
marktechpost.com > 08/23/2026 > meet-freetoken-an-edge-native-moe-serving-engine-that-runs-753b-glm-5-2-on-a-single-workstation-gpu

Meet FreeToken: An Edge-Native MoE Serving Engine that Runs 753B GLM-5.2 on a Single Workstation GPU

3+ week, 8+ hour ago   (849+ words) Asif Razzaq is the CEO of Marktechpost Media Inc.. As a visionary entrepreneur and engineer, Asif is committed to harnessing the potential of Artificial Intelligence for social good. His most recent endeavor is the launch of an Artificial Intelligence Media…...

MarkTechPost
marktechpost.com > 07/16/2026 > moonshot-ai-releases-kimi-k3-a-2-8-trillion-parameter-open-moe-model-with-kimi-delta-attention-and-1m-context

Moonshot AI Releases Kimi K3: A 2.8 Trillion Parameter Open MoE Model With Kimi Delta Attention and 1M Context

1+ mon, 3+ week ago   (492+ words) Moonshot AI just released Kimi K3. It is a 2.8-trillion-parameter model with native vision and a 1-million-token context window. Moonshot calls it the world’s first open 3T-class model. Kimi K3 is a sparse Mixture-of-Experts (MoE) model built on two architectural updates. Those…...

MarkTechPost
marktechpost.com > 07/15/2026 > google-releases-litert-js-a-javascript-binding-of-litert-that-runs-tflite-models-in-browsers-via-webgpu

Google Releases LiteRT.js: A JavaScript Binding of LiteRT That Runs.tflite Models in Browsers via WebGPU

1+ mon, 4+ week ago   (487+ words) Google's on-device inference runtime now targets the web. The same.tflite artifact used on Android and iOS runs locally through WebAssembly, WebGPU, and experimental WebNN. Google released LiteRT.js, a JavaScript binding of LiteRT. LiteRT is Google’s on-device inference library,…...

MarkTechPost
marktechpost.com > 07/05/2026 > meituan-releases-longcat-2-0-a-1-6t-parameter-open-moe-model-with-native-1m-context-and-longcat-sparse-attention

Meituan Releases LongCat-2.0: A 1.6T-Parameter Open MoE Model with Native 1M Context and LongCat Sparse Attention

2+ mon, 1+ week ago   (383+ words) Meituan has released LongCat-2.0, a large-scale Mixture-of-Experts (MoE) language model. It carries 1.6 trillion total parameters and activates about 48 billion per token. The model targets agentic coding: code understanding, generation, and execution inside agent workflows. Two facts stand out. First, LongCat…...

MarkTechPost
marktechpost.com > 06/22/2026 > moonmath-ai-open-sources-a-hip-attention-kernel-for-amd-mi300x-that-beats-aiter-v3-on-every-shape-and-rounding-mode

MoonMath AI Open-Sources a HIP Attention Kernel for AMD MI300X That Beats AITER v3 on Every Shape and Rounding Mode

2+ mon, 3+ week ago   (684+ words) MoonMath AI team has released a bf16 forward attention kernel for AMD’s MI300X GPU. It is written in HIP, not hand-written assembly. The code is open-source under the MIT license. The MoonMath.ai team reports it beats AITER v3, AMD’s own optimized kernel,…...

MarkTechPost
marktechpost.com > 06/06/2026 > meet-harness-1-a-20b-retrieval-subagent-trained-with-reinforcement-learning-inside-a-stateful-search-harness-on-gpt-oss-20b

Meet Harness-1: A 20B Retrieval Subagent Trained With Reinforcement Learning Inside a Stateful Search Harness on gpt-oss-20b

3+ mon, 6+ day ago   (671+ words) Harness-1 reaches 0.730 average curated recall across eight benchmarks, trailing only Opus-4.6 among the searchers tested. Their answer is Harness-1, a 20B retrieval subagent built on gpt-oss-20b. It was trained with reinforcement learning inside a stateful search harness. The harness holds the…...

MarkTechPost
marktechpost.com > 06/03/2026 > google-deepmind-releases-gemma-4-12b-an-encoder-free-multimodal-model-with-native-audio-that-runs-on-a-16-gb-laptop

Google DeepMind Releases Gemma 4 12B: An Encoder-Free Multimodal Model with Native audio that runs on a 16 GB laptop

3+ mon, 1+ week ago   (344+ words) Google DeepMind just released Gemma 4 12B, a dense multimodal model that strips out traditional encoders entirely. Vision and audio flow straight into the LLM backbone. The result is a model that runs agentic workflows on a consumer laptop with 16 GB of…...

MarkTechPost
marktechpost.com > 06/02/2026 > jetbrains-releases-mellum2-a-12b-moe-model-for-fast-specialized-tasks-in-multi-model-ai-pipelines

JetBrains Releases Mellum2: A 12B MoE Model for Fast, Specialized Tasks in Multi-Model AI Pipelines

3+ mon, 1+ week ago   (447+ words) JetBrains team positions Mellum2 as a “focal model” — a fast, specialized component inside larger AI systems, not a standalone replacement for frontier models. Mellum2 uses a Mixture-of-Experts (MoE) architecture with 12B total parameters and 2.5B active parameters per token. In MoE models, only a…...

MarkTechPost
marktechpost.com > 05/31/2026 > parallax-a-parameterized-local-linear-attention-that-keeps-softmax-and-adds-a-learned-covariance-correction-branch

Parallax: A Parameterized Local Linear Attention That Keeps Softmax and Adds a Learned Covariance Correction Branch

3+ mon, 1+ week ago   (1040+ words) The Transformer’s attention mechanism has barely changed since 2017. Most efficiency work has tried to replace softmax attention outright. A new paper takes a different route. It keeps softmax attention and bolts on a correction branch. A team of researchers from…...

MarkTechPost
marktechpost.com > 05/29/2026 > how-to-use-agenttrove-streaming-1-7m-agentic-traces-and-building-a-clean-sharegpt-sft-dataset-in-python

How to Use AgentTrove: Streaming 1.7M Agentic Traces and Building a Clean ShareGPT SFT Dataset in Python

3+ mon, 2+ week ago   (312+ words) We install the required libraries and import the core tools needed for streaming, analysis, and visualization. We define the AgentTrove repository, open the dataset in streaming mode, and avoid downloading the full dataset locally. We then inspect the first row…...