fluxway-project
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sparse_embedding
sparse_embedding PublicHigh-performance C++23/Python sparse storage engine for PB-scale recommender system embeddings, Engram, MoE, and KV Cache. Features Hogwild! lock-free updates, slot-directory reads, AVX-512 SIMD, a…
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- fluxway Public
FluxWay is a flexible, large scale training framework for heterogeneous model architectures and heterogeneous computing workloads, like gigantic sparse embeddings models, expert models and omni models.
- flare Public
Heterogeneous MPMD machine learning framework built on JAX, Ray, and Fluxway. Especially used in recommender systems.
- sparse_embedding Public
High-performance C++23/Python sparse storage engine for PB-scale recommender system embeddings, Engram, MoE, and KV Cache. Features Hogwild! lock-free updates, slot-directory reads, AVX-512 SIMD, and Lance 2PC checkpointing. Jax, PyTorch are all available.
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