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  1. llm2vec-8gb-offload-lossless-batching llm2vec-8gb-offload-lossless-batching Public

    Run LLM2Vec (Llama-3-8B) on an 8 GB GPU via RAM offload, and batch it without changing the embeddings (padding shifts them: cosine 0.76 vs 0.999956)

    Python

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    Assistente AI locale per capire cosa succede nel mondo, ovunque: modelli piccoli, macchine modeste, nessun fornitore esterno. Odysseus + ShadowBroker.

    Python

  3. blackwell6000-qwen3.8-flash-next blackwell6000-qwen3.8-flash-next Public

    Blackwell 6000 + qwen 3.8 flash next: Swift 1.5 Qwen3.8 Flash-Next NVFP4 on one RTX PRO 6000 with vLLM, 4 users x 227k context, ~100 tok/s each, exact kernels + determinism fix

    Cuda

  4. flytollm flytollm Public

    The whole male Drosophila CNS connectome (166,700 neurons) used uncut as the spiking core of a language model. Scope, numbers, honest controls, pipeline animation.

    Python 1