Jamba First Production Grade MAMBA LLM SSM-Transformer LLM MAMBA + Transformers + MoE
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Jamba is a state-of-the-art, hybrid SSM-Transformer LLM. It delivers throughput gains over traditional Transformer-based models, while outperforming or matching the leading models of its size class on most common benchmarks.
Jamba is the first production-scale Mamba implementation, which opens up interesting research and application opportunities. While this initial experimentation shows encouraging gains, we expect these to be further enhanced with future optimizations and explorations.
https://www.ai21.com/blog/announcing-...
https://huggingface.co/ai21labs/Jamba...
• MAMBA and State Space Models explaine...
• Mamba: Linear-Time Sequence Modeling ...
• Mamba - a replacement for Transformers?
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