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Jacobian Lens for GLM-4-9B-0414

A fitted Jacobian lens for zai-org/GLM-4-9B-0414, from Anthropic's Verbalizable Representations Form a Global Workspace in Language Models, fitted with the reference implementation anthropics/jacobian-lens.

Contents

field value
base model zai-org/GLM-4-9B-0414 (40 layers, d_model=4096)
source layers 0–38 (all 39 layers below the final)
target layer 39 (final)
Jacobian shape [4096, 4096] per layer, fp16 on disk
file size ~1.22 GiB
fitting corpus 100 WikiText-103 prompts × 128 tokens (first 16 positions skipped as attention sinks)
estimator dim_batch=8, mean over valid source positions
fit hardware 1× NVIDIA H100 80GB, ~85 min, peak 24.5 GiB VRAM

License

Apache-2.0, matching the reference implementation. The base model zai-org/GLM-4-9B-0414 is MIT-licensed.

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