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39
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11.6
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OffQ: Taming Structured Outliers in LLM
Quantization
by Offsetting
聽
馃
LLMs
聽
Content type:
Academic
arxiv.org
路
3d
3 days ago
Actions for OffQ: Taming Structured Outliers in LLM Quantization by Offsetting
Efficient and accurate
neural-field
reconstruction using resistive memory
聽
馃敩
Neurotech
聽
Content type:
Academic
nature.com
路
1d
1 day ago
Actions for Efficient and accurate neural-field reconstruction using resistive memory
[AINews] FrontierCode: Benchmarking for Code Quality over Slop
聽
馃
claude code
聽
Content type:
News
latent.space
路
2d
2 days ago
Actions for [AINews] FrontierCode: Benchmarking for Code Quality over Slop
Gemma 4 QAT
models
: Optimizing model compression for mobile and laptop efficiency
聽
馃
LLMs
聽
Content type:
News
聽
Content type:
Blog
blog.google
路
5d
5 days ago
路
Hacker News
Actions for Gemma 4 QAT models: Optimizing model compression for mobile and laptop efficiency
Five labs, five minds: building a
multi-model
finance
drama on small models
聽
馃捈
AI Business Models
聽
Content type:
Blog
huggingface.co
路
4d
4 days ago
Actions for Five labs, five minds: building a multi-model finance drama on small models
Joint Structural Pruning and Mixed-Precision
Quantization
for LLM Compression
聽
馃
LLMs
聽
Content type:
Academic
arxiv.org
路
2d
2 days ago
Actions for Joint Structural Pruning and Mixed-Precision Quantization for LLM Compression
Diverse binding poses of agonistic neurotoxins on human Na v 1.6
聽
馃敩
Neurotech
聽
Content type:
Academic
nature.com
路
1d
1 day ago
Actions for Diverse binding poses of agonistic neurotoxins on human Na v 1.6
[AINews] not much happened today
聽
馃
AI Agents
聽
Content type:
News
latent.space
路
5d
5 days ago
Actions for [AINews] not much happened today
Understanding
Quantization-Aware
Training: Gradients at Quantized Weights Bias to the Low-Loss Basin
聽
馃
LLMs
聽
Content type:
Academic
arxiv.org
路
2d
2 days ago
Actions for Understanding Quantization-Aware Training: Gradients at Quantized Weights Bias to the Low-Loss Basin
Optimal Post-Training
Quantization
Scales and Where to
Find
Them
聽
馃
LLMs
聽
Content type:
Academic
arxiv.org
路
1d
1 day ago
Actions for Optimal Post-Training Quantization Scales and Where to Find Them
Forward-Only Convolutional
Neural
Networks
with Learnable Channel-Class Assignment
聽
馃
LLMs
聽
Content type:
Academic
arxiv.org
路
1d
1 day ago
Actions for Forward-Only Convolutional Neural Networks with Learnable Channel-Class Assignment
Value-and-Structure Alignment for Routing-Consistent
Quantization
of Mixture-of-Experts
Models
聽
馃
LLMs
聽
Content type:
Academic
arxiv.org
路
6d
6 days ago
Actions for Value-and-Structure Alignment for Routing-Consistent Quantization of Mixture-of-Experts Models
Trainable Smooth-Rotation
Transforms
with
Learned
Channel Scales for LLM
Quantization
聽
馃
LLMs
聽
Content type:
Academic
arxiv.org
路
1d
1 day ago
Actions for Trainable Smooth-Rotation Transforms with Learned Channel Scales for LLM Quantization
Alignment Collapse Under KV Cache
Quantization
: Diagnosis and Mitigation
聽
馃搱
Tech Trends
聽
Content type:
Academic
arxiv.org
路
1d
1 day ago
Actions for Alignment Collapse Under KV Cache Quantization: Diagnosis and Mitigation
LLMCodec: Adapting Video Codecs for Efficient Weight Compression of
Large
Language
Models
聽
馃
LLMs
聽
Content type:
Academic
arxiv.org
路
6d
6 days ago
Actions for LLMCodec: Adapting Video Codecs for Efficient Weight Compression of Large Language Models
ScaleSweep: Accurate NVFP4 Post-Training
Quantization
of LLMs via Block Scale Initialization
聽
馃
LLMs
聽
Content type:
Academic
arxiv.org
路
2d
2 days ago
Actions for ScaleSweep: Accurate NVFP4 Post-Training Quantization of LLMs via Block Scale Initialization
Beyond Output Matching: Preserving Internal Geometry in NVFP4 LLM Distillatio
聽
馃
LLMs
聽
Content type:
Academic
arxiv.org
路
6d
6 days ago
Actions for Beyond Output Matching: Preserving Internal Geometry in NVFP4 LLM Distillatio
LC-QAT: Data-Efficient 2-Bit QAT for LLMs via Linear-Constrained Vector
Quantization
聽
馃
LLMs
聽
Content type:
Academic
arxiv.org
路
1d
1 day ago
Actions for LC-QAT: Data-Efficient 2-Bit QAT for LLMs via Linear-Constrained Vector Quantization
Hybridizing Equilibrium Propagation with Ising
Machines
for Efficient Energy-Based
Learning
聽
鈿涳笍
Quantum Computing
聽
Content type:
Academic
arxiv.org
路
2d
2 days ago
Actions for Hybridizing Equilibrium Propagation with Ising Machines for Efficient Energy-Based Learning
Minimizing the Hidden Cost of Scales: Graph-Guided Ultra-Low-Bit
Quantization
for
Large
Language
Models
聽
馃
LLMs
聽
Content type:
Academic
arxiv.org
路
6d
6 days ago
Actions for Minimizing the Hidden Cost of Scales: Graph-Guided Ultra-Low-Bit Quantization for Large Language Models
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