Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-24T05:41:15.544164Z
Paper Citation Record · LEDGER
As of 11 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 78 inbound Pith citation observations for arXiv:2310.11453.
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 2026-05-24T05:41:15.544164Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-11T04:39:36.710683Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T02:28:24.338817Z
20 of 20 outbound references displayed
External citation measurements
26
pith, observed 2026-08-05T02:28:24.338817Z
Observation d117de25-16a6-4bea-8593-3a6417169903 · outbound
BitNet: Scaling 1-bit Transformers for Large Language Models PaLM 2 Technical Report
Reference 1
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Observation 879df1de-162d-44e7-960e-94a8aa05bce1 · outbound
BitNet: Scaling 1-bit Transformers for Large Language Models Estimating or Propagating Gradients Through Stochastic Neurons for Conditional Computation
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 79313ec0-d7fa-4757-ac64-1b3d9a7c0b51 · outbound
BitNet: Scaling 1-bit Transformers for Large Language Models XNOR-Net++: improved binary neural networks
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 38b35aa6-fd58-4bd0-befd-ecc9c1cc7451 · outbound
BitNet: Scaling 1-bit Transformers for Large Language Models QuIP: 2-Bit Quantization of Large Language Models With Guarantees
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation b90303a1-a5a3-41f8-a580-5c162d608a11 · outbound
BitNet: Scaling 1-bit Transformers for Large Language Models PaLM: Scaling Language Modeling with Pathways
Reference 5
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Observation 4e217fa2-b915-4ab1-80d3-5701da38f2ac · outbound
BitNet: Scaling 1-bit Transformers for Large Language Models FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning
Reference 6
Source-reported events for the cited work
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Observation b76660d8-9d32-4a5a-8395-61918991be23 · outbound
BitNet: Scaling 1-bit Transformers for Large Language Models Training Compute-Optimal Large Language Models
Reference 7
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Observation 762a5256-8426-4f67-aefe-98588ad40b67 · outbound
BitNet: Scaling 1-bit Transformers for Large Language Models Scaling Laws for Autoregressive Generative Modeling
Reference 8
Source-reported events for the cited work
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Observation e3df615d-ccb1-4367-8b06-e53bdc2c71fd · outbound
BitNet: Scaling 1-bit Transformers for Large Language Models 1.1 computing’s energy problem (and what we can do about it)
Reference 9
Source-reported events for the cited work
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Observation 665176a4-5f7a-4b2f-931c-f9f496fa5204 · outbound
BitNet: Scaling 1-bit Transformers for Large Language Models Scaling Laws for Neural Language Models
Reference 10
Source-reported events for the cited work
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Observation c94fd3d4-f8ca-4fb9-b4c2-e7ae7eb89fa6 · outbound
BitNet: Scaling 1-bit Transformers for Large Language Models Fast inference from transformers via speculative decoding
Reference 11
Source-reported events for the cited work
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Observation f0de4a86-1266-4bf9-b865-b5945dc80294 · outbound
BitNet: Scaling 1-bit Transformers for Large Language Models How do adam and training strategies help bnns optimization
Reference 12
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Observation 09fb1cc6-ae5d-4c37-90ce-b93ae0d45776 · outbound
BitNet: Scaling 1-bit Transformers for Large Language Models A Corpus and Evaluation Framework for Deeper Understanding of Commonsense Stories
Reference 13
Source-reported events for the cited work
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Observation 275a1185-5e5e-4637-86f2-187e240597cc · outbound
BitNet: Scaling 1-bit Transformers for Large Language Models GPT-4 Technical Report
Reference 14
Source-reported events for the cited work
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Observation 71eb0375-9d2a-4f26-9320-524a3129f3b4 · outbound
BitNet: Scaling 1-bit Transformers for Large Language Models XNOR-Net: imagenet classification using binary convolutional neural networks
Reference 15
Source-reported events for the cited work
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Observation 9a04fcf6-8bc0-4098-ae6a-9d3ed5b5d8f6 · outbound
BitNet: Scaling 1-bit Transformers for Large Language Models Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation cd2d8663-1027-468e-a0d3-1b28cffbea3e · outbound
BitNet: Scaling 1-bit Transformers for Large Language Models LLaMA: Open and Efficient Foundation Language Models
Reference 17
Source-reported events for the cited work
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Observation 160bcbd3-a855-4031-8923-bc1e7e469c9a · outbound
BitNet: Scaling 1-bit Transformers for Large Language Models Llama 2: Open Foundation and Fine-Tuned Chat Models
Reference 18
Source-reported events for the cited work
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Observation 3d944d78-0ad6-411f-9de3-1062c8831416 · outbound
BitNet: Scaling 1-bit Transformers for Large Language Models SmoothQuant: accurate and efficient post-training quantization for large language models
Reference 19
Source-reported events for the cited work
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Observation 2a778ac3-69da-4d1a-a120-a027d986017d · outbound
BitNet: Scaling 1-bit Transformers for Large Language Models Unresolved cited work
Reference 20
Source-reported events for the cited work
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Observation 21ee2189-913e-44dd-a16b-bdbb9b3e81bd · inbound
The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits BitNet: Scaling 1-bit Transformers for Large Language Models
Reference 14
Source-reported events for the cited work
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Observation af450a87-0dfe-4d07-b105-fa4e0b0ea00e · inbound
1.58-bit FLUX BitNet: Scaling 1-bit Transformers for Large Language Models
Reference 51
Source-reported events for the cited work
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Observation 3d7ec4a9-fa84-4bd3-b985-0510a7e818da · inbound
LogicAD: Explainable Anomaly Detection via VLM-based Text Feature Extraction BitNet: Scaling 1-bit Transformers for Large Language Models
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cd5792ab-8f03-4ca8-816f-b9a23f5f0670 · inbound
LUT-DLA: Lookup Table as Efficient Extreme Low-Bit Deep Learning Accelerator BitNet: Scaling 1-bit Transformers for Large Language Models
Reference 59
Source-reported events for the cited work
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Observation 9801e0f9-f370-4ab9-8502-2ca936aed9eb · inbound
Irrational Complex Rotations Empower Low-bit Optimizers BitNet: Scaling 1-bit Transformers for Large Language Models
Reference 36
Source-reported events for the cited work
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Observation b4b5d7a9-23b7-42db-adfc-4e5327ba1882 · inbound
iServe: An Intent-based Serving System for LLMs BitNet: Scaling 1-bit Transformers for Large Language Models
Reference 114
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Observation a5175669-0060-4dd6-a9c9-57ea1796f11c · inbound
From Low Intrinsic Dimensionality to Non-Vacuous Generalization Bounds in Deep Multi-Task Learning BitNet: Scaling 1-bit Transformers for Large Language Models
Reference 1971
Source-reported events for the cited work
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Observation 5cf4885f-e370-47c6-8f1b-b1d570fd23f4 · inbound
Membership Inference Risks in Quantized Models: A Theoretical and Empirical Study BitNet: Scaling 1-bit Transformers for Large Language Models
Reference 50
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Observation 41190357-c3f6-47f7-829e-4829ddf01ad5 · inbound
DarwinLM: Evolutionary Structured Pruning of Large Language Models BitNet: Scaling 1-bit Transformers for Large Language Models
Reference 24
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Observation 668a0d09-bbdc-4015-9201-0cc2a57da9af · inbound
Low-Resolution Neural Networks BitNet: Scaling 1-bit Transformers for Large Language Models
Reference 17
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Observation f6f92948-14c0-4486-bad2-59d166cd2bf8 · inbound
Will LLMs Scaling Hit the Wall? Breaking Barriers via Distributed Resources on Massive Edge Devices BitNet: Scaling 1-bit Transformers for Large Language Models
Reference 171
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Observation 0a3287c9-08c5-4d5d-a841-4c814fd7ab59 · inbound
How to keep pushing ML accelerator performance? Know your rooflines! BitNet: Scaling 1-bit Transformers for Large Language Models
Reference 33
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Observation 87270417-b027-4778-91be-96be6f139905 · inbound
FP4 All the Way: Fully Quantized Training of LLMs BitNet: Scaling 1-bit Transformers for Large Language Models
Reference 20
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Observation 6aa75516-0fdf-498d-9b6a-66664289a1ce · inbound
Towards One-bit ASR: Extremely Low-bit Conformer Quantization Using Co-training and Stochastic Precision BitNet: Scaling 1-bit Transformers for Large Language Models
Reference 22
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Observation 3f11806a-12ef-4267-b70c-393e19eebf77 · inbound
Highly Efficient and Effective LLMs with Multi-Boolean Architectures BitNet: Scaling 1-bit Transformers for Large Language Models
Reference 9
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Observation 1e695579-b066-4979-a643-dd4e8e27e1b1 · inbound
ReTern: Exploiting Natural Redundancy and Sign Transformations for Enhanced Fault Tolerance in Compute-in-Memory based Ternary LLMs BitNet: Scaling 1-bit Transformers for Large Language Models
Reference 7
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Observation b01f8e91-e75b-42df-9030-4c1bb95b2a43 · inbound
BitTTS: Highly Compact Text-to-Speech Using 1.58-bit Quantization and Weight Indexing BitNet: Scaling 1-bit Transformers for Large Language Models
Reference 23
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Observation c4638107-943c-4efa-842d-ece7443e4e08 · inbound
BAQ: Efficient Bit Allocation Quantization for Large Language Models BitNet: Scaling 1-bit Transformers for Large Language Models
Reference 4
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Observation b3b0c243-0bbb-408e-9f43-da719fad6c0c · inbound
MiniCPM4: Ultra-Efficient LLMs on End Devices BitNet: Scaling 1-bit Transformers for Large Language Models
Reference 2017
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Observation 2c0a36d7-c372-47c7-a414-61cd1f398242 · inbound
BTC-LLM: Efficient Sub-1-Bit LLM Quantization via Learnable Transformation and Binary Codebook BitNet: Scaling 1-bit Transformers for Large Language Models
Reference 39
Source-reported events for the cited work
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Observation f37302c6-31ab-4993-b7be-c8eaab8c52e0 · inbound
Spectra 1.1: Scaling Laws and Efficient Inference for Ternary Language Models BitNet: Scaling 1-bit Transformers for Large Language Models
Reference 49
Source-reported events for the cited work
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Observation d1f19044-b3b0-4588-b17b-4f98a31f9d69 · inbound
CCQ: Convolutional Code for Extreme Low-bit Quantization in LLMs BitNet: Scaling 1-bit Transformers for Large Language Models
Reference 32
Source-reported events for the cited work
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Observation 6dc9367d-4cfa-40b8-b7ef-7d294fe8457d · inbound
GeLaCo: An Evolutionary Approach to Layer Compression BitNet: Scaling 1-bit Transformers for Large Language Models
Reference 45
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Observation 14d024d7-449b-4378-a1f3-7b047e0b37db · inbound
A Lower Bound for the Number of Linear Regions of Ternary ReLU Regression Neural Networks BitNet: Scaling 1-bit Transformers for Large Language Models
Reference 6
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Observation 369cf59f-9690-49ab-ba93-5bcc530daa02 · inbound
Evolutionary Feature-wise Thresholding for Binary Representation of NLP Embeddings BitNet: Scaling 1-bit Transformers for Large Language Models
Reference 15
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Observation ae4f796b-ec81-45e0-93e2-938f5161f25c · inbound
DeltaLLM: A Training-Free Framework Exploiting Temporal Sparsity for Efficient Edge LLM Inference BitNet: Scaling 1-bit Transformers for Large Language Models
Reference 25
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Observation 705b42e2-a142-4ff5-994c-b1fc13a29a1e · inbound
Rethinking 1-bit Optimization Leveraging Pre-trained Large Language Models BitNet: Scaling 1-bit Transformers for Large Language Models
Reference 38
Source-reported events for the cited work
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Observation 64b701fa-203f-4860-86af-cb433ba3e196 · inbound
APT-LLM: Exploiting Arbitrary-Precision Tensor Core Computing for LLM Acceleration BitNet: Scaling 1-bit Transformers for Large Language Models
Reference 62
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Observation 175fea6a-4451-4bc5-8904-8290ced42696 · inbound
Latent-Space Mean-Field Theory for Deep BitNet-like Training: Constrained Gradient Flows with Smooth Quantization and STE Limits BitNet: Scaling 1-bit Transformers for Large Language Models
Reference 12
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Observation f68407fc-0970-4982-8aff-875ce0a25f00 · inbound
LiquidGEMM: Hardware-Efficient W4A8 GEMM Kernel for High-Performance LLM Serving BitNet: Scaling 1-bit Transformers for Large Language Models
Reference 27
Source-reported events for the cited work
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Observation 3ed1deaf-5064-4ab3-b15f-7f429891aa37 · inbound
Characterizing and Optimizing Realistic Workloads on a Commercial Compute-in-SRAM Device BitNet: Scaling 1-bit Transformers for Large Language Models
Reference 46
Source-reported events for the cited work
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Observation a6818774-47f7-48f3-8da5-84e2c8644052 · inbound
ENSI: Efficient Non-Interactive Secure Inference for Large Language Models BitNet: Scaling 1-bit Transformers for Large Language Models
Reference 15
Source-reported events for the cited work
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Observation ff312cec-fd06-493d-97eb-e4020cebb7d8 · inbound
Efficient Vision-Language-Action Models for Embodied Manipulation: A Systematic Survey BitNet: Scaling 1-bit Transformers for Large Language Models
Reference 89
Source-reported events for the cited work
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Observation 83484118-23ff-4bb0-8dde-15cc42d49814 · inbound
Vec-LUT: Vector Table Lookup for Parallel Ultra-Low-Bit LLM Inference on Edge Devices BitNet: Scaling 1-bit Transformers for Large Language Models
Reference 41
Source-reported events for the cited work
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Observation 979363b4-6b0b-439d-8b5d-23e60510d717 · inbound
Rethinking Output Alignment For 1-bit Post-Training Quantization of Large Language Models BitNet: Scaling 1-bit Transformers for Large Language Models
Reference 16
Source-reported events for the cited work
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Observation ca5d8497-f10a-49af-a954-0ae7a44ba11b · inbound
Rethinking Output Alignment For 1-bit Post-Training Quantization of Large Language Models BitNet: Scaling 1-bit Transformers for Large Language Models
Reference 16
Source-reported events for the cited work
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Observation dd4ea50b-8791-45ab-b968-84992d1d78fe · inbound
Harmonia: Algorithm-Hardware Co-Design for Memory- and Compute-Efficient BFP-based LLM Inference BitNet: Scaling 1-bit Transformers for Large Language Models
Reference 24
Source-reported events for the cited work
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Observation c58879fa-939c-45d7-b29c-bee15397dba1 · inbound
CORP: Closed-Form One-shot Representation-Preserving Structured Pruning for Transformers BitNet: Scaling 1-bit Transformers for Large Language Models
Reference 21
Source-reported events for the cited work
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Observation aa525f41-afaf-4517-863d-cf7d43e601e2 · inbound
D-Legion: A Scalable Many-Core Architecture for Accelerating Matrix Multiplication in Quantized LLMs BitNet: Scaling 1-bit Transformers for Large Language Models
Reference 5
Source-reported events for the cited work
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Observation 88dc9324-8f25-4ce8-b0ed-f87906858bc5 · inbound
Adaptive Domain Models: Bayesian Evolution, Warm Rotation, and Principled Training for Geometric and Neuromorphic AI BitNet: Scaling 1-bit Transformers for Large Language Models
Reference 27
Source-reported events for the cited work
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Observation 797dfa24-425e-4683-a13e-1a41cba80de1 · inbound
Adaptive Domain Models: Bayesian Evolution, Warm Rotation, and Principled Training for Geometric and Neuromorphic AI BitNet: Scaling 1-bit Transformers for Large Language Models
Reference 27
Source-reported events for the cited work
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Observation 2c7f6585-7cd3-4253-9d09-0bb7edef8e23 · inbound
BWTA: Accurate and Efficient Binarized Transformer by Algorithm-Hardware Co-design BitNet: Scaling 1-bit Transformers for Large Language Models
Reference 27
Source-reported events for the cited work
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Observation 78db408b-f14e-4e85-8158-3dd1ee08552e · inbound
STQuant: Spatio-Temporal Adaptive Framework for Optimizer Quantization in Large Multimodal Model Training BitNet: Scaling 1-bit Transformers for Large Language Models
Reference 26
Source-reported events for the cited work
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Observation 4a821fce-7bb2-4b57-bf3b-33109f020004 · inbound
SEPTQ: A Simple and Effective Post-Training Quantization Paradigm for Large Language Models BitNet: Scaling 1-bit Transformers for Large Language Models
Reference 39
Source-reported events for the cited work
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Observation 014cca3c-90ef-4485-8e3f-d52726490bc1 · inbound
GSQ: Highly-Accurate Low-Precision Scalar Quantization for LLMs via Gumbel-Softmax Sampling BitNet: Scaling 1-bit Transformers for Large Language Models
Reference 32
Source-reported events for the cited work
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Observation 9d272fa8-4a25-4d1c-9009-cb833c86da94 · inbound
GSQ: Highly-Accurate Low-Precision Scalar Quantization for LLMs via Gumbel-Softmax Sampling BitNet: Scaling 1-bit Transformers for Large Language Models
Reference 32
Source-reported events for the cited work
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Observation 138ccd32-2240-4867-a5f9-ac291ce8378a · inbound
LBLLM: Lightweight Binarization of Large Language Models via Three-Stage Distillation BitNet: Scaling 1-bit Transformers for Large Language Models
Reference 21
Source-reported events for the cited work
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Observation c2b980d5-62cc-403d-bb0a-5ff3d635688c · inbound
BitRL: Reinforcement Learning with 1-bit Quantized Language Models for Resource-Constrained Edge Deployment BitNet: Scaling 1-bit Transformers for Large Language Models
Reference 19
Source-reported events for the cited work
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Observation d680d50c-c3e8-4e94-b8b5-9ea9acf22dbf · inbound
Litespark Inference For CPUs: Ultra-Fast SIMD Framework for Ternary (1.58-bit) Language Models BitNet: Scaling 1-bit Transformers for Large Language Models
Reference 5
Source-reported events for the cited work
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Observation ef8122df-6ac1-4474-81b6-fa9f0e0fdb49 · inbound
Litespark Inference For CPUs: Ultra-Fast SIMD Framework for Ternary (1.58-bit) Language Models BitNet: Scaling 1-bit Transformers for Large Language Models
Reference 5
Source-reported events for the cited work
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Observation 6bad0043-39d8-490c-99f5-d6acd3a216fe · inbound
LAQuant: A Simple Overhead-free Large Reasoning Model Quantization by Layer-wise Lookahead Loss BitNet: Scaling 1-bit Transformers for Large Language Models
Reference 50
Source-reported events for the cited work
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Observation 530b75a1-e91d-4d67-8bb1-f102b15770d0 · inbound
AtteConDA: Attention-Based Conflict Suppression in Multi-Condition Diffusion Models and Synthetic Data Augmentation BitNet: Scaling 1-bit Transformers for Large Language Models
Reference 81
Source-reported events for the cited work
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Observation e706d0d4-37fd-4cc7-a7a2-e61f43a52145 · inbound
A Composite Activation Function for Learning Stable Binary Representations BitNet: Scaling 1-bit Transformers for Large Language Models
Reference 70
Source-reported events for the cited work
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Observation d2c493ad-79dd-4af3-a384-2ccffa38fe3c · inbound
BiSpikCLM: A Spiking Language Model integrating Softmax-Free Spiking Attention and Spike-Aware Alignment Distillation BitNet: Scaling 1-bit Transformers for Large Language Models
Reference 16
Source-reported events for the cited work
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Observation e5b61e7b-8026-4c81-9064-08b3d4a162c9 · inbound
Lever: Speculative LLM Inference on Smartphones BitNet: Scaling 1-bit Transformers for Large Language Models
Reference 25
Source-reported events for the cited work
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Observation b850bf47-6eed-4ef3-ae19-5290f27c210c · inbound
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Reference 10
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Reference 35
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Reference 63
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Reference 26
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Reference 13
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Reference 22
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Reference 17
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Reference 62
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Reference 62
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Reference 69
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Reference 35
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Reference 55
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Reference 45
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Reference 1
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Reference 26
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Reference 10
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Reference 51
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Reference 51
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Reference 2014
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One Qubit Can Beat One Bit: Quantum Advantage for Post-Training Quantization BitNet: Scaling 1-bit Transformers for Large Language Models
Reference 66
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Reference 80
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