Alternatives and similar repositories for Megatron-LLM:

Users that are interested in Megatron-LLM are comparing it to the libraries listed below

• princeton-nlp / LLM-Shearing
  [ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning
  ☆565Updated 9 months ago
• NVIDIA / NeMo-Aligner
  Scalable toolkit for efficient model alignment
  ☆645Updated this week
• hao-ai-lab / LookaheadDecoding
  [ICML 2024] Break the Sequential Dependency of LLM Inference Using Lookahead Decoding
  ☆1,161Updated 2 months ago
• jzhang38 / EasyContext
  Memory optimization and training recipes to extrapolate language models' context length to 1 million tokens, with minimal hardware.
  ☆671Updated 2 months ago
• declare-lab / instruct-eval
  This repository contains code to quantitatively evaluate instruction-tuned models such as Alpaca and Flan-T5 on held-out tasks.
  ☆535Updated 9 months ago
• ContextualAI / HALOs
  A library with extensible implementations of DPO, KTO, PPO, ORPO, and other human-aware loss functions (HALOs).
  ☆764Updated this week
• yule-BUAA / MergeLM
  Codebase for Merging Language Models (ICML 2024)
  ☆783Updated 7 months ago
• huggingface / cosmopedia
  ☆474Updated 3 weeks ago
• huggingface / nanotron
  Minimalistic large language model 3D-parallelism training
  ☆1,331Updated this week
• xfactlab / orpo
  Official repository for ORPO
  ☆426Updated 6 months ago
• neelsjain / NEFTune
  Official repository of NEFTune: Noisy Embeddings Improves Instruction Finetuning
  ☆388Updated 7 months ago
• FranxYao / Long-Context-Data-Engineering
  Implementation of paper Data Engineering for Scaling Language Models to 128K Context
  ☆446Updated 8 months ago
• DachengLi1 / LongChat
  Official repository for LongChat and LongEval
  ☆515Updated 6 months ago
• SafeAILab / EAGLE
  Official Implementation of EAGLE-1 (ICML'24) and EAGLE-2 (EMNLP'24)
  ☆854Updated 3 weeks ago
• jquesnelle / yarn
  YaRN: Efficient Context Window Extension of Large Language Models
  ☆1,366Updated 8 months ago
• sail-sg / lorahub
  [COLM 2024] LoraHub: Efficient Cross-Task Generalization via Dynamic LoRA Composition
  ☆604Updated 4 months ago
• allenai / reward-bench
  RewardBench: the first evaluation tool for reward models.
  ☆462Updated this week
• yuhuixu1993 / qa-lora
  Official PyTorch implementation of QA-LoRA
  ☆120Updated 9 months ago
• deepseek-ai / DeepSeek-MoE
  DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models
  ☆1,023Updated 11 months ago
• tomaarsen / attention_sinks
  Extend existing LLMs way beyond the original training length with constant memory usage, without retraining
  ☆683Updated 8 months ago
• haoliuhl / ringattention
  Large Context Attention
  ☆654Updated 4 months ago
• p-lambda / dsir
  DSIR large-scale data selection framework for language model training
  ☆234Updated 8 months ago
• sangmichaelxie / doremi
  Pytorch implementation of DoReMi, a method for optimizing the data mixture weights in language modeling datasets
  ☆311Updated 11 months ago
• ContextualAI / gritlm
  Generative Representational Instruction Tuning
  ☆573Updated 3 weeks ago
• arielnlee / Platypus
  Code for fine-tuning Platypus fam LLMs using LoRA
  ☆623Updated 10 months ago
• TencentARC / LLaMA-Pro
  [ACL 2024] Progressive LLaMA with Block Expansion.
  ☆485Updated 6 months ago
• IST-DASLab / sparsegpt
  Code for the ICML 2023 paper "SparseGPT: Massive Language Models Can Be Accurately Pruned in One-Shot".
  ☆736Updated 3 months ago
• hkust-nlp / deita
  Deita: Data-Efficient Instruction Tuning for Alignment [ICLR2024]
  ☆506Updated last week
• sabetAI / BLoRA
  batched loras
  ☆337Updated last year
• SinclairCoder / Instruction-Tuning-Papers
  Reading list of Instruction-tuning. A trend starts from Natrural-Instruction (ACL 2022), FLAN (ICLR 2022) and T0 (ICLR 2022).
  ☆758Updated last year