Alternatives and similar repositories for MRL

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

• HazyResearch / m2
  Repo for "Monarch Mixer: A Simple Sub-Quadratic GEMM-Based Architecture"
  ☆560Updated 9 months ago
• ContextualAI / gritlm
  Generative Representational Instruction Tuning
  ☆675Updated 3 months ago
• llm-efficiency-challenge / neurips_llm_efficiency_challenge
  NeurIPS Large Language Model Efficiency Challenge: 1 LLM + 1GPU + 1Day
  ☆256Updated last year
• luyug / GradCache
  Run Effective Large Batch Contrastive Learning Beyond GPU/TPU Memory Constraint
  ☆413Updated last year
• lucidrains / st-moe-pytorch
  Implementation of ST-Moe, the latest incarnation of MoE after years of research at Brain, in Pytorch
  ☆362Updated last year
• ContextualAI / HALOs
  A library with extensible implementations of DPO, KTO, PPO, ORPO, and other human-aware loss functions (HALOs).
  ☆889Updated 2 weeks ago
• r-three / t-few
  Code for T-Few from "Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context Learning"
  ☆457Updated 2 years ago
• mlfoundations / open_lm
  A repository for research on medium sized language models.
  ☆512Updated 4 months ago
• srush / annotated-mamba
  Annotated version of the Mamba paper
  ☆489Updated last year
• huggingface / datablations
  Scaling Data-Constrained Language Models
  ☆342Updated 3 months ago
• xfactlab / orpo
  Official repository for ORPO
  ☆463Updated last year
• microsoft / MS-MARCO-Web-Search
  A large-scale information-rich web dataset, featuring millions of real clicked query-document labels
  ☆343Updated 10 months ago
• nomic-ai / contrastors
  Train Models Contrastively in Pytorch
  ☆753Updated 6 months ago
• NVIDIA / logits-processor-zoo
  A collection of LogitsProcessors to customize and enhance LLM behavior for specific tasks.
  ☆365Updated 3 months ago
• p-lambda / dsir
  DSIR large-scale data selection framework for language model training
  ☆260Updated last year
• facebookresearch / contriever
  Contriever: Unsupervised Dense Information Retrieval with Contrastive Learning
  ☆757Updated 2 years ago
• facebookresearch / atlas
  Code repository for supporting the paper "Atlas Few-shot Learning with Retrieval Augmented Language Models",(https//arxiv.org/abs/2208.03…
  ☆547Updated last year
• SeanLee97 / AnglE
  Train and Infer Powerful Sentence Embeddings with AnglE | 🔥 SOTA on STS and MTEB Leaderboard
  ☆555Updated this week
• mlfoundations / task_vectors
  Editing Models with Task Arithmetic
  ☆508Updated last year
• lucidrains / ring-attention-pytorch
  Implementation of 💍 Ring Attention, from Liu et al. at Berkeley AI, in Pytorch
  ☆540Updated 5 months ago
• facebookresearch / SemDeDup
  Code for "SemDeDup", a simple method for identifying and removing semantic duplicates from a dataset (data pairs which are semantically s…
  ☆144Updated 2 years ago
• kyegomez / Sophia
  Effortless plugin and play Optimizer to cut model training costs by 50%. New optimizer that is 2x faster than Adam on LLMs.
  ☆382Updated last year
• llm-merging / LLM-Merging
  LLM-Merging: Building LLMs Efficiently through Merging
  ☆203Updated last year
• pbelcak / UltraFastBERT
  The repository for the code of the UltraFastBERT paper
  ☆518Updated last year
• huggingface / llm-swarm
  Manage scalable open LLM inference endpoints in Slurm clusters
  ☆273Updated last year
• neelsjain / NEFTune
  Official repository of NEFTune: Noisy Embeddings Improves Instruction Finetuning
  ☆401Updated last year
• huggingface / cosmopedia
  ☆543Updated 10 months ago
• CASE-Lab-UMD / LLM-Drop
  The official implementation of the paper "What Matters in Transformers? Not All Attention is Needed".
  ☆177Updated 6 months ago
• ofirpress / attention_with_linear_biases
  Code for the ALiBi method for transformer language models (ICLR 2022)
  ☆544Updated last year
• apple / ml-sigma-reparam
  ☆308Updated last year