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A curated list for Efficient Large Language Models

llm compression efficient-llm language-model llm-compression model-quantization pruning-algorithms knowledge-distillation

Created 2023-05-22

577 commits to main branch, last one 2 days ago

6

79

mit

4

Pruner-Zero: Evolving Symbolic Pruning Metric from scratch for LLMs

llm-pruning llm-compression symbolic-regression

Created 2024-05-28

11 commits to main branch, last one 3 months ago

3

35

apache-2.0

1

D^2-MoE: Delta Decompression for MoE-based LLMs Compression

llm deepseek efficient language-model llm-compression pruning-sparsity mixtral-of-experts

Created 2025-02-24

4 commits to main branch, last one 5 days ago