training-efficiency

Here are 7 public repositories matching this topic...

MessiX77 / Awesome-Efficient-dLLMs

[EMNLP 2026] 📚 A curated list of Awesome Efficient dLLMs Papers with Codes

diffusion model-compression multimodal system-framework inference-acceleration kv-cache efficient-deep-learning parallel-decoding training-efficiency diffusion-language-models multimodal-diffusion-language-models

Updated Sep 1, 2026

Shwai-He / SparseAdapter

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Source code of EMNLP 2022 Findings paper "SparseAdapter: An Easy Approach for Improving the Parameter-Efficiency of Adapters"

sparsity parameter-efficient-fine-tuning training-efficiency lora-fine-tuning

Updated Aug 22, 2026
Python

Tab-ct / rate-based-backpropagation

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[NeurIPS 2024] Advancing Training Efficiency of Deep Spiking Neural Networks through Rate-based Backpropagation

spiking-neural-networks training-efficiency

Updated Jan 16, 2025
Python

eladwf / adaptive-multirate-transformers

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DSP-inspired multirate wrappers for GPT with adaptive hyperparameters and faster training.

deep-learning dsp transformers pytorch language-model training-efficiency research-code

Updated Nov 26, 2025
Python

Daniele-Cangi / CryoFlux

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Measure and audit intelligence gained per joule spent. Proof-of-Learning prototype.

machine-learning lora nvidia-gpu audit-trail green-ai sustainable-ai ml-systems training-efficiency energy-efficient-ai energy-aware-ai proof-of-learning

Updated Aug 16, 2026
Makefile

TrongTranTVU / cn-da21ttb-tranquoctrong-denseNet-python

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Nhận dạng đối tượng dựa trên mô hình denseNet

feature-extraction densenet training-dataset large-scale-dataset training-efficiency

Updated Jan 14, 2025
Jupyter Notebook

vgandhi1 / vla-bench

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Systematic VLA training optimization on 2× RTX 3090. WebDataset + FlashAttention-2 + FSDP → 3.3× throughput, 26% VRAM reduction. Profiler traces and W&B report linked. Reproducible in one command.

robotics pytorch tensorboard profiling imitation-learning multi-gpu vla gpu-optimization huggingface weights-and-biases webdataset fsdp flash-attention vision-language-action training-efficiency ml-infra

Updated Jul 1, 2026
Python

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