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GGUF: https://
huggingface.co/unsloth/gemma-
4-12b-it-GGUF
… Guide: https://
unsloth.ai/docs/models/ge
mma-4
…
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@sumanth_077
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Publication with GGUF link and Gemma-4 guide
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Google drops Gemma 4 12B with novel multimodal architecture
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Google just dropped Gemma 4 12B! You can now run it locally on just 8GB RAM using Dynamic GGUF from Unsloth. The architecture is different from any multimodal model before it. No separate vision encoder, no audio encoder. Both flow directly into the LLM backbone. Vision is
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GitHub repo for AI engineering toolkit, contribute new tools
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Github Repo: https://
github.com/Sumanth077/ai-
engineering-toolkit
… Feel free to add new tools and contribute! -
AI Engineering Toolkit: 100+ Libraries for LLMs, RAG, AI Agents
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AI Engineering Toolkit! I have curated a list of 100+ libraries and frameworks for training, fine-tuning, building, evaluating and deploying LLMs, RAG, and AI Agents. Categories of LLM Libraries include: • Vector Databases – Store and retrieve embeddings efficiently.
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Microsoft transforms SKILL.md into trainable object with SkillOpt
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Microsoft just turned SKILL .md into a trainable object! SkillOpt is a text-space optimizer for agent skills. Instead of hand-writing or one-shot generating your SKILL .md, SkillOpt treats the skill document as the trainable external state of a frozen agent and optimizes it
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Self Improving AI beats Karpathy’s autoresearcher by improving itself
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Self Improving AI (SIA) beats Karpathy's autoresearcher agent by improving itself!
— Sumanth (@Sumanth_077) 28 mai 2026
SIA is a Self Improving AI framework to autonomously improve the performance of any AI system (Model / Agent) on a benchmark task.
Most agent frameworks are static. Fixed harness, fixed model… https://t.co/bk4BaLqsCE pic.twitter.com/kiByM7J0KvSelf Improving AI (SIA) beats Karpathy's autoresearcher agent by improving itself! SIA is a Self Improving AI framework to autonomously improve the performance of any AI system (Model / Agent) on a benchmark task. Most agent frameworks are static. Fixed harness, fixed model
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Run your personal AI company with Alook’s AI agent team
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Run your personal AI company with a team of AI agents! Alook is an open-source collaboration platform for AI coding agents. Self-hosted and local-first. The setup: Define an org structure. Give each agent a role – dev, ops, research, whatever you need. Set reporting lines.
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CLI-Anything turns any GUI app into a CLI for AI agents
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Turn any GUI app into a CLI for AI agents! CLI-Anything automatically generates command-line interfaces for any software by analyzing its codebase. Point it at GIMP, Blender, LibreOffice, or any application and get a production-ready CLI that AI agents can use. The problem: AI
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Firecrawl’s new parse endpoint turns documents into structured data for AI agents
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Turn any document into structured data for AI agents! Firecrawl just released a new parse endpoint. Upload local files or non-public documents and get back clean, LLM-ready data. The parse endpoint converts PDF, DOCX, XLSX, HTML, and other formats into Markdown, JSON, or
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Model tries half context to avoid incompatible downloads
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Yeah and it tries half context if nothing fits at full. Saves you from downloading models that won't work