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Large Language Models

259 summarised stories about Large Language Models, each linking back to the original source. Browse all topics →

Wednesday, 8 July 2026

GPT-5.6 Sol Goes Live Tomorrow

The Neuron 1 week ago

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Native-speed vLLM transformers modeling backend

Hugging Face Blog 1 week ago

The transformers library's backend for vLLM now achieves inference speeds matching or exceeding vLLM's hand-written implementations through dynamic layer fusion and runtime optimization. Tests across three Qwen3 models—a 4B dense model, a 32B dense model with tensor parallelism, and a 235B mixture-of-experts model—demonstrated parity with native vLLM throughput on all benchmarks. Model authors can now deploy transformers implementations directly to vLLM with the `--model-impl transformers` flag without sacrificing performance or writing custom inference code.