Alexandre Marques

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upvoted a paper 10 months ago

Quartet: Native FP4 Training Can Be Optimal for Large Language Models

Paper • 2505.14669 • Published May 20, 2025 • 78

upvoted a collection over 1 year ago

Sparse-Llama-3.1-2of4

Collection

2:4 sparse versions of Llama-3.1, including transfer learning • 10 items • Updated Dec 18, 2024 • 4

upvoted 2 papers over 1 year ago

Enabling High-Sparsity Foundational Llama Models with Efficient Pretraining and Deployment

Paper • 2405.03594 • Published May 6, 2024 • 7

"Give Me BF16 or Give Me Death"? Accuracy-Performance Trade-Offs in LLM Quantization

Paper • 2411.02355 • Published Nov 4, 2024 • 52

upvoted 3 collections over 1 year ago

Llama-3.2 Quantization

Collection

Llama 3.2 models quantized by Neural Magic • 9 items • Updated Sep 26, 2024 • 10

Llama-3.1 Quantization

Collection

Neural Magic quantized Llama-3.1 models • 21 items • Updated Mar 2 • 46

INT8 LLMs for vLLM

Collection

Accurate INT8 quantized models by Neural Magic, ready for use with vLLM! • 47 items • Updated Mar 2 • 19