Alternatives and similar repositories for AdaZeta

Users that are interested in AdaZeta are comparing it to the libraries listed below

• cjyaras / deep-lora-transformers
  Compressible Dynamics in Deep Overparameterized Low-Rank Learning & Adaptation (ICML'24 Oral)
  ☆13Updated last year
• yifanycc / loretta
  [NAACL 24 Oral] LoRETTA: Low-Rank Economic Tensor-Train Adaptation for Ultra-Low-Parameter Fine-Tuning of Large Language Models
  ☆38Updated 11 months ago
• IlanPrice / DCTpS
  Code for testing DCT plus Sparse (DCTpS) networks
  ☆14Updated 4 years ago
• Leiay / looped_transformer
  ☆33Updated last year
• allenbai01 / transformers-as-statisticians
  ☆34Updated 2 years ago
• automl / is_mamba_capable_of_icl
  ☆18Updated last year
• machine-discovery / deer
  Parallelizing non-linear sequential models over the sequence length
  ☆56Updated 5 months ago
• alvin-zyl / CoLA
  Implementation of CoLA: Compute-Efficient Pre-Training of LLMs via Low-Rank Activation
  ☆24Updated 9 months ago
• andyjm3 / SLTrain
  SLTrain: a sparse plus low-rank approach for parameter and memory efficient pretraining (NeurIPS 2024)
  ☆38Updated last year
• Raiden-Zhu / ICML-2023-DSGD-and-SAM
  [ICML 2023] Decentralized SGD and Average-direction SAM are Asymptotically Equivalent
  ☆19Updated 2 years ago
• OPTML-Group / DeepZero
  [ICLR'24] "DeepZero: Scaling up Zeroth-Order Optimization for Deep Model Training" by Aochuan Chen*, Yimeng Zhang*, Jinghan Jia, James Di…
  ☆66Updated last year
• DeqingFu / transformers-icl-second-order
  Official repository for our paper, Transformers Learn Higher-Order Optimization Methods for In-Context Learning: A Study with Linear Mode…
  ☆20Updated last year
• zyushun / hessian-spectrum
  Code for the paper: Why Transformers Need Adam: A Hessian Perspective
  ☆63Updated 9 months ago
• abdelfattah-lab / shadow_llm
  ☆10Updated last year
• locuslab / edge-of-stability
  ☆73Updated last year
• zqOuO / GWT
  ☆13Updated 10 months ago
• srzer / MOD
  Official code for "Decoding-Time Language Model Alignment with Multiple Objectives".
  ☆29Updated last year
• YefanZhou / TempBalance
  [NeurIPS 2023 Spotlight] Temperature Balancing, Layer-wise Weight Analysis, and Neural Network Training
  ☆36Updated 8 months ago
• LIONS-EPFL / scion
  ☆49Updated last month
• maximzubkov / fft-scan
  Efficient PScan implementation in PyTorch
  ☆17Updated last year
• VITA-Group / Junk_DNA_Hypothesis
  [ICML 2024] Junk DNA Hypothesis: A Task-Centric Angle of LLM Pre-trained Weights through Sparsity; Lu Yin*, Ajay Jaiswal*, Shiwei Liu, So…
  ☆16Updated 7 months ago
• berlino / seq_icl
  ☆53Updated last year
• KempnerInstitute / llm_uncertainty
  Code for the paper "Distinguishing the Knowable from the Unknowable with Language Models"
  ☆10Updated last year
• epfml / pam
  ☆16Updated 2 years ago
• deep-spin / adasplash
  AdaSplash: Adaptive Sparse Flash Attention (aka Flash Entmax Attention)
  ☆30Updated 2 months ago
• ZO-Bench / ZO-LLM
  [ICML‘24] Official code for the paper "Revisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark ".
  ☆119Updated 5 months ago
• jysohn1108 / Looped-Transformer
  Official implementation of the transformer (TF) architecture suggested in a paper entitled "Looped Transformers as Programmable Computers…
  ☆29Updated 2 years ago
• MarlonBecker / MSAM
  ☆20Updated last year
• lzhangbv / eva
  [ICLR 2023] Eva: Practical Second-order Optimization with Kronecker-vectorized Approximation
  ☆12Updated 2 years ago
• jopetty / word-problem
  Experiments on the impact of depth in transformers and SSMs.
  ☆38Updated last month