Jamba

other on 1 show · 0 statements across 0 episodes

Latent Space 18

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4 statements about Jamba, every show

Lenz: Middle attention placement at 1:8 ratio optimizes hybrid models
“Putting it the first or the last performed worse than in the middle. And one to eight was good enough. You know, you might get very slight improvements with one to six, but it was marginal, maybe within the standard deviation.”
Barak Lenz Oct 11, 2025 ▶ 10:16 Building Jamba 3B: the tiny Hybrid Transformer State Space Reasoning Model - Barak Lenz, CTO of AI21
LATENT SPACE Assertion Contradicted
Lenz: AI21's Jamba is the first hybrid model architecture
“Since then, we've released several models, recent model lines in called Jamba, which I think the fascinating part about it is, is the first hybrid model. It's not just attention.”
Barak Lenz Oct 11, 2025 ▶ 2:20 Building Jamba 3B: the tiny Hybrid Transformer State Space Reasoning Model - Barak Lenz, CTO of AI21
Cheah: Hybrid SSM-transformer models outperform pure baselines of both
“None of us understand why a hybrid with a state-based model, the RWA state space, and transformer performs better than the baseline of both. It's like when you train one, you expect, and then you replace, you expect the same results. That's our pitch. That's o…”
Eugene Cheah Dec 24, 2024 ▶ 28:15 2024 in Post-Transformer Architectures: State Space Models, RWKV [Latent Space LIVE! @ NeurIPS 2024]
LATENT SPACE Assertion Not checkable as stated
Fu: AI21's Jamba Is the State of the Art Non-Transformer Model
“AI-II trained this hybrid MOE called Jamba that, that, that seems, that is currently the state of the art for these non-transformer architectures.”
Dan Fu Dec 24, 2024 ▶ 16:50 2024 in Post-Transformer Architectures: State Space Models, RWKV [Latent Space LIVE! @ NeurIPS 2024]

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