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A recent video reports the release of GLM 4.7, an open-source LLM from China, claiming improved reliability for coding agents and tool use. Independent benchmarks and official release notes were not shown, so treat this as preliminary and validate on your workloads.
A community post claims a free "DeepSeek V3.2" outperforms top closed models, but the source provides no verifiable details. Regardless, DeepSeek’s open models are mature enough to justify a brief, task-focused benchmark on code generation, test scaffolding, and RAG to gauge quality, latency, and co...
Speculative decoding runs a small draft model to propose tokens and uses the main model to verify them, keeping outputs identical to baseline while cutting latency. Expect up to ~3x speedups when the draft model’s proposals have high acceptance; tune draft size and propose steps to hit the sweet spo...