changjonathanc / minLoRALinks
minLoRA: a minimal PyTorch library that allows you to apply LoRA to any PyTorch model.
☆474Updated 2 years ago
Alternatives and similar repositories for minLoRA
Users that are interested in minLoRA are comparing it to the libraries listed below
Sorting:
- Implementation of Recurrent Memory Transformer, Neurips 2022 paper, in Pytorch☆414Updated 8 months ago
- Effortless plugin and play Optimizer to cut model training costs by 50%. New optimizer that is 2x faster than Adam on LLMs.☆381Updated last year
- Implementation of a memory efficient multi-head attention as proposed in the paper, "Self-attention Does Not Need O(n²) Memory"☆379Updated 2 years ago
- Language Modeling with the H3 State Space Model☆519Updated last year
- D-Adaptation for SGD, Adam and AdaGrad☆523Updated 7 months ago
- The official implementation of “Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training”☆969Updated last year
- Experiments around a simple idea for inducing multiple hierarchical predictive model within a GPT☆220Updated last year
- Implementation of MEGABYTE, Predicting Million-byte Sequences with Multiscale Transformers, in Pytorch☆649Updated 8 months ago
- Implementation of Memorizing Transformers (ICLR 2022), attention net augmented with indexing and retrieval of memories using approximate …☆635Updated 2 years ago
- Annotated version of the Mamba paper☆489Updated last year
- Implementation of the conditionally routed attention in the CoLT5 architecture, in Pytorch☆229Updated last year
- Implementation of ST-Moe, the latest incarnation of MoE after years of research at Brain, in Pytorch☆360Updated last year
- A crude RLHF layer on top of nanoGPT with Gumbel-Softmax trick☆293Updated last year
- Implementation of Rotary Embeddings, from the Roformer paper, in Pytorch☆746Updated last month
- Cramming the training of a (BERT-type) language model into limited compute.☆1,348Updated last year
- Repo for "Monarch Mixer: A Simple Sub-Quadratic GEMM-Based Architecture"☆559Updated 8 months ago
- Implementation of Block Recurrent Transformer - Pytorch☆220Updated last year
- Code release for "Git Re-Basin: Merging Models modulo Permutation Symmetries"☆489Updated 2 years ago
- Official code for ReLoRA from the paper Stack More Layers Differently: High-Rank Training Through Low-Rank Updates☆463Updated last year
- Convolutions for Sequence Modeling☆896Updated last year
- Code for the ALiBi method for transformer language models (ICLR 2022)☆542Updated last year
- A repository for log-time feedforward networks☆223Updated last year
- Huggingface compatible implementation of RetNet (Retentive Networks, https://arxiv.org/pdf/2307.08621.pdf) including parallel, recurrent,…☆226Updated last year
- Quick implementation of nGPT, learning entirely on the hypersphere, from NvidiaAI☆290Updated 3 months ago
- Fast & Simple repository for pre-training and fine-tuning T5-style models☆1,007Updated last year
- Implementation of 💍 Ring Attention, from Liu et al. at Berkeley AI, in Pytorch☆537Updated 3 months ago
- maximal update parametrization (µP)☆1,594Updated last year
- ☆307Updated last year
- Code for Adam-mini: Use Fewer Learning Rates To Gain More https://arxiv.org/abs/2406.16793☆436Updated 4 months ago
- A repository for research on medium sized language models.☆510Updated 3 months ago