Alternatives and similar repositories for m2

Users that are interested in m2 are comparing it to the libraries listed below

• pbelcak / UltraFastBERT
  The repository for the code of the UltraFastBERT paper
  ☆516Updated last year
• dingo-actual / infini-transformer
  PyTorch implementation of Infini-Transformer from "Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention…
  ☆290Updated last year
• srush / annotated-mamba
  Annotated version of the Mamba paper
  ☆487Updated last year
• pratyushasharma / laser
  The Truth Is In There: Improving Reasoning in Language Models with Layer-Selective Rank Reduction
  ☆388Updated last year
• microsoft / Samba
  [ICLR 2025] Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling
  ☆899Updated 3 months ago
• llm-random / llm-random
  ☆192Updated last week
• mlfoundations / open_lm
  A repository for research on medium sized language models.
  ☆506Updated last month
• syncdoth / RetNet
  Huggingface compatible implementation of RetNet (Retentive Networks, https://arxiv.org/pdf/2307.08621.pdf) including parallel, recurrent,…
  ☆226Updated last year
• lucidrains / recurrent-memory-transformer-pytorch
  Implementation of Recurrent Memory Transformer, Neurips 2022 paper, in Pytorch
  ☆412Updated 6 months ago
• lucidrains / ring-attention-pytorch
  Implementation of 💍 Ring Attention, from Liu et al. at Berkeley AI, in Pytorch
  ☆532Updated 2 months ago
• lucidrains / MEGABYTE-pytorch
  Implementation of MEGABYTE, Predicting Million-byte Sequences with Multiscale Transformers, in Pytorch
  ☆646Updated 7 months ago
• tomaarsen / attention_sinks
  Extend existing LLMs way beyond the original training length with constant memory usage, without retraining
  ☆702Updated last year
• huggingface / datablations
  Scaling Data-Constrained Language Models
  ☆338Updated last month
• RAIVNLab / MRL
  Code repository for the paper - "Matryoshka Representation Learning"
  ☆531Updated last year
• kyegomez / Sophia
  Effortless plugin and play Optimizer to cut model training costs by 50%. New optimizer that is 2x faster than Adam on LLMs.
  ☆379Updated last year
• HazyResearch / zoology
  Understand and test language model architectures on synthetic tasks.
  ☆221Updated 3 weeks ago
• yuhuixu1993 / qa-lora
  Official PyTorch implementation of QA-LoRA
  ☆138Updated last year
• booydar / babilong
  BABILong is a benchmark for LLM evaluation using the needle-in-a-haystack approach.
  ☆208Updated 2 months ago
• haoliuhl / ringattention
  Large Context Attention
  ☆719Updated 6 months ago
• Guitaricet / relora
  Official code for ReLoRA from the paper Stack More Layers Differently: High-Rank Training Through Low-Rank Updates
  ☆458Updated last year
• facebookresearch / memory
  Memory layers use a trainable key-value lookup mechanism to add extra parameters to a model without increasing FLOPs. Conceptually, spars…
  ☆342Updated 7 months ago
• alasdairforsythe / tokenmonster
  Ungreedy subword tokenizer and vocabulary trainer for Python, Go & Javascript
  ☆595Updated last year
• HazyResearch / based
  Code for exploring Based models from "Simple linear attention language models balance the recall-throughput tradeoff"
  ☆238Updated last month
• HazyResearch / H3
  Language Modeling with the H3 State Space Model
  ☆519Updated last year
• imoneoi / multipack_sampler
  Multipack distributed sampler for fast padding-free training of LLMs
  ☆199Updated 11 months ago
• zyushun / Adam-mini
  Code for Adam-mini: Use Fewer Learning Rates To Gain More https://arxiv.org/abs/2406.16793
  ☆431Updated 2 months ago
• booydar / LM-RMT
  Recurrent Memory Transformer
  ☆150Updated last year
• pbelcak / fastfeedforward
  A repository for log-time feedforward networks
  ☆222Updated last year
• huggingface / cosmopedia
  ☆529Updated 8 months ago
• Liuhong99 / Sophia
  The official implementation of “Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training”
  ☆965Updated last year