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#4198 IBM Granite 4 Agents

#4198 IBM Granite 4 Agents #4198  Tell me about IBM Granite 4 AI agents IBM Granite 4.0 represents a significant pivot toward agentic AI and edge computing , released in late 2024 and expanded in early 2025. Unlike traditional transformer-only models, Granite 4.0 uses a novel Hybrid Mamba-2/Transformer architecture . This hybrid approach makes these models particularly "agent-ready" because they offer 2x faster inference and over 70% lower memory requirements, allowing them to handle the multiple tool-calls and long context reasoning required for autonomous agents—even on local hardware like your laptop. ## Key Architecture & Agentic Features Hybrid Architecture: By combining Mamba-2 (for linear scaling and long context) with standard Transformer layers (for high-quality attention), the models excel at instruction following and tool calling without the massive VRAM overhead of larger models. Agent Performance: On the Berkeley Function Calling Leaderboard (BFCLv3) , t...

#4197 LMStudio w/IBM Granite-4-h-small (19B parameters) LLM (30 t/s): Code Challenge

#4197 LMStudio w/IBM Granite-4-h-small (19B parameters) LLM (30 t/s): Code Challenge #4197  Tell me about your agentic capabilities As an AI assistant, I have several key agentic capabilities that allow me to interact with the world and accomplish tasks: Natural language understanding: I can comprehend written or spoken human language across a wide range of topics and contexts. This allows me to engage in open-ended conversation, answer questions, follow instructions, etc. Knowledge representation & reasoning: I have extensive knowledge about many domains encoded using techniques like semantic networks, ontologies, rules, etc. I can apply logical and probabilistic reasoning over this knowledge to draw conclusions, make decisions, solve problems, plan actions, etc. Planning & decision making: Given a goal or set of goals, I can formulate plans involving multiple steps and select the best course of action from alternatives based on expected outcomes. This allows me to as...