Scalable Mechanistic Neural Networks
Paper
•
2410.06074
•
Published
•
1
Jiale Chen
softmax
AI & ML interests
None yet
Recent Activity
upvoted
a
paper
about 1 month ago
Bridging the Gap Between Promise and Performance for Microscaling FP4
Quantization
authored
a paper
4 months ago
Scalable Mechanistic Neural Networks
authored
a paper
4 months ago
MARLIN: Mixed-Precision Auto-Regressive Parallel Inference on Large
Language Models
Organizations
authored
7
papers
4 months ago
MARLIN: Mixed-Precision Auto-Regressive Parallel Inference on Large Language Models
Paper
•
2408.11743
•
Published
•
1
QuEST: Stable Training of LLMs with 1-Bit Weights and Activations
Paper
•
2502.05003
•
Published
•
43
Flow Matching for Discrete Systems: Efficient Free Energy Sampling Across Lattice Sizes and Temperatures
Paper
•
2503.08063
•
Published
•
1
Quartet: Native FP4 Training Can Be Optimal for Large Language Models
Paper
•
2505.14669
•
Published
•
78
Accurate generation of chemical reaction transition states by conditional flow matching
Paper
•
2507.10530
•
Published
•
1
The Geometry of LLM Quantization: GPTQ as Babai's Nearest Plane Algorithm
Paper
•
2507.18553
•
Published
•
40