Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-29T22:52:26.612229Z
Paper Citation Record · LEDGER
As of 15 August 2026, this Paper Citation Record lists 9 of 9 outbound references and 2 inbound Pith citation observations for arXiv:2605.25880.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-29T22:52:26.612229Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-07-30T23:38:38.639450Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T02:28:24.338817Z
9 of 9 outbound references displayed
External citation measurements
0
pith, observed 2026-08-05T02:28:24.338817Z
Observation e5ca9300-4218-4179-8b85-23d1d6f0fb48 · outbound
The Quantization Benefits of Residual-Free Transformers Then each coordinate of xℓ+1 has same mean and variance as ϕ(norm(xℓ)), and its excess kurtosis γℓ+1 satisfies |γℓ+1| ≤ µℓ d |˜γℓ|
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6fe5b48d-5154-47cd-9c46-8b0881275bab · outbound
The Quantization Benefits of Residual-Free Transformers Unresolved cited work
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1d6bca69-225b-44d0-9240-c109fbcb14fa · outbound
The Quantization Benefits of Residual-Free Transformers Hence the excess kurtosis of a softmax coordinate is controlled only when the logits remain in a non-peaky regime
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d62b5584-a42f-4c8c-97e5-90b2a1d33150 · outbound
The Quantization Benefits of Residual-Free Transformers Unresolved cited work
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f0543442-d3e6-47c4-8513-60f70c1ec7ce · outbound
The Quantization Benefits of Residual-Free Transformers 26 Either ingredient alone is insufficient
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b0acd2cf-8fcd-4820-bcea-c0d51c102e99 · outbound
The Quantization Benefits of Residual-Free Transformers This creates a self-correcting fourth-moment mechanism toward Gaussian-like activations
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bc8f620d-42bc-4848-a32c-13d08c174966 · outbound
The Quantization Benefits of Residual-Free Transformers Even if the branch output were itself close to Gaussian, the sum need not become more Gaussian because the old hidden state is preserved rather than replaced
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c246112f-ddcb-4d6f-961e-d347f0541d83 · outbound
The Quantization Benefits of Residual-Free Transformers Unresolved cited work
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 11d1d1ff-4598-45de-b719-fa1b1d781348 · outbound
The Quantization Benefits of Residual-Free Transformers It both promotes dense norm-preserving mixing at initialization and tends to preserve it during training
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7839919a-8b8a-49d0-ad14-b4a85105870e · inbound
When Can Depth Replace Precision? A Resource Theory of Quantized Neural Computation The Quantization Benefits of Residual-Free Transformers
Reference 102
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b4b6fdcb-1c18-48d6-b3cf-563947f63e98 · inbound
When Can Depth Replace Precision? A Resource Theory of Quantized Neural Computation The Quantization Benefits of Residual-Free Transformers
Reference 154
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.