Tagged "performance-improvement"
3 articles tagged performance-improvement, 10 April 2026 to 2 May 2026. Newest first.
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PFlash Claims 10x Prefill Speedup Over llama.cpp
A new inference optimization technique promises dramatic speedups for the prefill phase of local LLM inference, potentially reshaping performance benchmarks for on-device deployments.
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Users Report Significant Performance Improvements After Migrating from Ollama to llama.cpp
Local LLM practitioners are experiencing notable speed and stability improvements when switching from Ollama to direct llama.cpp implementations, suggesting framework-level optimization differences in inference throughput and reliability.
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Community Reverse Engineers Gemma 4 Multi-Token Prediction Capability
Researchers have extracted Gemma 4 model weights and discovered multi-token prediction (MTP) functionality, launching a collaborative effort to understand and implement this capability for local models.