Alternatives and similar repositories for NeMo:

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

• NVIDIA / Megatron-LM
  Ongoing research training transformer models at scale
  ☆11,109Updated this week
• Dao-AILab / flash-attention
  Fast and memory-efficient exact attention
  ☆15,064Updated this week
• facebookresearch / fairseq
  Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
  ☆30,809Updated last week
• huggingface / accelerate
  🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (i…
  ☆8,178Updated this week
• bitsandbytes-foundation / bitsandbytes
  Accessible large language models via k-bit quantization for PyTorch.
  ☆6,522Updated this week
• facebookresearch / xformers
  Hackable and optimized Transformers building blocks, supporting a composable construction.
  ☆8,910Updated this week
• speechbrain / speechbrain
  A PyTorch-based Speech Toolkit
  ☆9,189Updated this week
• NVIDIA / DeepLearningExamples
  State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enter…
  ☆13,831Updated 5 months ago
• huggingface / peft
  🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
  ☆16,978Updated this week
• microsoft / DeepSpeed
  DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
  ☆36,255Updated this week
• microsoft / unilm
  Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities
  ☆20,584Updated last week
• google / sentencepiece
  Unsupervised text tokenizer for Neural Network-based text generation.
  ☆10,479Updated last month
• ggerganov / ggml
  Tensor library for machine learning
  ☆11,541Updated this week
• NVIDIA / FasterTransformer
  Transformer related optimization, including BERT, GPT
  ☆5,981Updated 9 months ago
• espnet / espnet
  End-to-End Speech Processing Toolkit
  ☆8,686Updated this week
• EleutherAI / gpt-neox
  An implementation of model parallel autoregressive transformers on GPUs, based on the Megatron and DeepSpeed libraries
  ☆7,042Updated this week
• triton-lang / triton
  Development repository for the Triton language and compiler
  ☆14,042Updated this week
• microsoft / onnxruntime
  ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
  ☆15,302Updated this week
• microsoft / LoRA
  Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"
  ☆11,119Updated last month
• OpenNMT / CTranslate2
  Fast inference engine for Transformer models
  ☆3,526Updated 3 weeks ago
• BlinkDL / RWKV-LM
  RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable)…
  ☆13,005Updated last week
• pyannote / pyannote-audio
  Neural building blocks for speaker diarization: speech activity detection, speaker change detection, overlapped speech detection, speaker…
  ☆6,674Updated this week
• artidoro / qlora
  QLoRA: Efficient Finetuning of Quantized LLMs
  ☆10,168Updated 7 months ago
• huggingface / text-generation-inference
  Large Language Model Text Generation Inference
  ☆9,592Updated this week
• huggingface / trl
  Train transformer language models with reinforcement learning.
  ☆10,609Updated this week
• Lightning-AI / lit-llama
  Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Ad…
  ☆6,021Updated 4 months ago
• vllm-project / vllm
  A high-throughput and memory-efficient inference and serving engine for LLMs
  ☆33,809Updated this week
• haotian-liu / LLaVA
  [NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.
  ☆21,096Updated 5 months ago
• NVIDIA / TensorRT-LLM
  TensorRT-LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and build TensorRT engines that contain…
  ☆9,147Updated this week
• facebookresearch / fairscale
  PyTorch extensions for high performance and large scale training.
  ☆3,232Updated this week