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Google DeepMind Releases Gemma 4 12B: An Encoder-Free Multimodal Model with Native audio that runs on a 16 GB laptop
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…
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I Spent May Evaluating Different Engines for OCR
were supposed to be read by a machine. Old hotel invoices, bank…
What AI Agents Should Never Do on Their Own
focuses on what they can do. Autonomy gets framed as the goal:…
Nous Research Releases Hermes Desktop: A Native Cross-Platform Front End for Hermes Agent v0.15.2 with Streaming Tool Output
Nous Research has released Hermes Desktop in public preview. It is a…
NVIDIA Releases Cosmos 3: A Two-Tower Mixture-of-Transformers Foundation Model Unifying Physical Reasoning, World Generation, and Action Generation
NVIDIA AI team have released Cosmos 3. It is a family of…
How to Fine-Tune LFM2 Using QLoRA and DPO: A Complete Step-by-Step Coding Tutorial on Google Colab
In this tutorial, we fine-tune Liquid AI’s LFM2 model through a complete…
From Regex to Vision Models: Which RAG Technique Fits Which Problem
Ms don’t deserve the classic playbook. Article 3 said there is no…
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