changjonathanc / minLoRALinks
minLoRA: a minimal PyTorch library that allows you to apply LoRA to any PyTorch model.
☆482Updated 2 years ago
Alternatives and similar repositories for minLoRA
Users that are interested in minLoRA are comparing it to the libraries listed below
Sorting:
- Effortless plugin and play Optimizer to cut model training costs by 50%. New optimizer that is 2x faster than Adam on LLMs.☆383Updated last year
- Implementation of Recurrent Memory Transformer, Neurips 2022 paper, in Pytorch☆418Updated 10 months ago
- Language Modeling with the H3 State Space Model☆518Updated 2 years ago
- Implementation of a memory efficient multi-head attention as proposed in the paper, "Self-attention Does Not Need O(n²) Memory"☆383Updated 2 years ago
- Implementation of MEGABYTE, Predicting Million-byte Sequences with Multiscale Transformers, in Pytorch☆654Updated 10 months ago
- Experiments around a simple idea for inducing multiple hierarchical predictive model within a GPT☆222Updated last year
- D-Adaptation for SGD, Adam and AdaGrad☆525Updated 9 months ago
- Repo for "Monarch Mixer: A Simple Sub-Quadratic GEMM-Based Architecture"☆560Updated 10 months ago
- Cramming the training of a (BERT-type) language model into limited compute.☆1,351Updated last year
- Official code for ReLoRA from the paper Stack More Layers Differently: High-Rank Training Through Low-Rank Updates☆467Updated last year
- The official implementation of “Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training”☆977Updated last year
- Annotated version of the Mamba paper☆490Updated last year
- Implementation of the conditionally routed attention in the CoLT5 architecture, in Pytorch☆230Updated last year
- Implementation of Memorizing Transformers (ICLR 2022), attention net augmented with indexing and retrieval of memories using approximate …☆634Updated 2 years ago
- Code release for "Git Re-Basin: Merging Models modulo Permutation Symmetries"☆495Updated 2 years ago
- Implementation of ST-Moe, the latest incarnation of MoE after years of research at Brain, in Pytorch☆369Updated last year
- Fast & Simple repository for pre-training and fine-tuning T5-style models☆1,013Updated last year
- A repository for log-time feedforward networks☆222Updated last year
- Memory Efficient Attention (O(sqrt(n)) for Jax and PyTorch☆183Updated 2 years ago
- Code for the ALiBi method for transformer language models (ICLR 2022)☆543Updated 2 years ago
- A crude RLHF layer on top of nanoGPT with Gumbel-Softmax trick☆293Updated last year
- A repository for research on medium sized language models.☆518Updated 5 months ago
- Implementation of RETRO, Deepmind's Retrieval based Attention net, in Pytorch☆875Updated 2 years ago
- Diffusion Reading Group at EleutherAI☆324Updated 2 years ago
- ☆310Updated last year
- ☆209Updated 3 years ago
- Official PyTorch Implementation of "Learning to Learn with Generative Models of Neural Network Checkpoints"☆344Updated 3 years ago
- Implementation of Rotary Embeddings, from the Roformer paper, in Pytorch☆774Updated 3 months ago
- The repository for the code of the UltraFastBERT paper☆518Updated last year
- Implementation of the Adan (ADAptive Nesterov momentum algorithm) Optimizer in Pytorch☆252Updated 3 years ago