Pinned Repositories
SVD-LLM
Official Code for "SVD-LLM: Truncation-aware Singular Value Decomposition for Large Language Model Compression"
fsdp_qlora
Training LLMs with QLoRA + FSDP
quip-sharp
BitDelta
DuQuant
[NeurIPS 2024 Oral🔥] DuQuant: Distributing Outliers via Dual Transformation Makes Stronger Quantized LLMs.
BAdam
[NeurIPS 2024] BAdam: A Memory Efficient Full Parameter Optimization Method for Large Language Models
unilm
Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities
OmniQuant
[ICLR2024 spotlight] OmniQuant is a simple and powerful quantization technique for LLMs.
matmulfreellm
Implementation for MatMul-free LM.
OneBit
The homepage of OneBit model quantization framework.
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