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Mellum by JetBrains

Fast LLMs for low-latency and high-performance workflows. Meet Mellum, a family of fast language models, including a next-generation model for ultra-low-latency and high-performance inference.

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  1. Large Language Models (LLMs) are powerful, but they’re limited by fixed context windows and outdated knowledge.

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  2. A ~9M parameter LLM that talks like a small fish.

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  3. Smolmodels

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    open-source tool to build ML models using natural language

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  4. Tiny-vLLM

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    high performance LLM inference engine in C++ and CUDA

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  5. Large Language Models (LLMs) are powerful tools for language understanding and generation, but they suffer from a fundamental limitation: the context window. Most LLMs can only process a limited number of tokens at a time. For instance, Claude does not allow uploading very long documents in full, which makes tasks like long document analysis or question answering particularly challenging.

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