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2 articles found

GLM-4.7-Flash: The Local LLM That Actually Does What It Promises (Mostly)
agentic workflows
Featured

GLM-4.7-Flash: The Local LLM That Actually Does What It Promises (Mostly)

GLM-4.7-Flash is delivering reliable agentic performance on consumer hardware, but the path to getting it running reveals the messy reality of local AI deployment.

#agentic workflows#GLM-4.7#llama.cpp...
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The 4B Model That Embarrasses Claude Sonnet: Why Specialization Kills the ‘Bigger is Better’ Myth
agents

The 4B Model That Embarrasses Claude Sonnet: Why Specialization Kills the ‘Bigger is Better’ Myth

DeepFabric’s fine-tuned Qwen3-4B achieves 93.5% tool calling accuracy, crushing Claude Sonnet 4.5 (80.5%) and Gemini Pro 2.5 (47%). Here’s how synthetic data, real tool execution, and domain focus rewrite the rules for cost-effective AI agents.

#agents#deepfabric#Fine-tuning...
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