Alternatives and similar repositories for optimum-nvidia

Users that are interested in optimum-nvidia are comparing it to the libraries listed below

• MDK8888 / GPTFast
  Accelerate your Hugging Face Transformers 7.6-9x. Native to Hugging Face and PyTorch.
  ☆686Updated last year
• Vahe1994 / AQLM
  Official Pytorch repository for Extreme Compression of Large Language Models via Additive Quantization https://arxiv.org/pdf/2401.06118.p…
  ☆1,313Updated 5 months ago
• AnswerDotAI / fsdp_qlora
  Training LLMs with QLoRA + FSDP
  ☆1,537Updated last year
• myshell-ai / JetMoE
  Reaching LLaMA2 Performance with 0.1M Dollars
  ☆986Updated last year
• mistralai-sf24 / hackathon
  ☆446Updated last year
• dropbox / hqq
  Official implementation of Half-Quadratic Quantization (HQQ)
  ☆905Updated last month
• AI-Hypercomputer / maxtext
  A simple, performant and scalable Jax LLM!
  ☆2,089Updated this week
• tomaarsen / attention_sinks
  Extend existing LLMs way beyond the original training length with constant memory usage, without retraining
  ☆737Updated last year
• Lightning-AI / lightning-thunder
  PyTorch compiler that accelerates training and inference. Get built-in optimizations for performance, memory, parallelism, and easily wri…
  ☆1,432Updated this week
• intel / intel-extension-for-transformers
  ⚡ Build your chatbot within minutes on your favorite device; offer SOTA compression techniques for LLMs; run LLMs efficiently on Intel Pl…
  ☆2,173Updated last year
• nomic-ai / contrastors
  Train Models Contrastively in Pytorch
  ☆771Updated 9 months ago
• jiaweizzhao / GaLore
  GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection
  ☆1,639Updated last year
• Vahe1994 / SpQR
  ☆551Updated last year
• huggingface / optimum-quanto
  A pytorch quantization backend for optimum
  ☆1,021Updated last month
• S-LoRA / S-LoRA
  S-LoRA: Serving Thousands of Concurrent LoRA Adapters
  ☆1,893Updated last year
• hao-ai-lab / LookaheadDecoding
  [ICML 2024] Break the Sequential Dependency of LLM Inference Using Lookahead Decoding
  ☆1,314Updated 10 months ago
• punica-ai / punica
  Serving multiple LoRA finetuned LLM as one
  ☆1,134Updated last year
• dvmazur / mixtral-offloading
  Run Mixtral-8x7B models in Colab or consumer desktops
  ☆2,329Updated last year
• mistralai / mistral-common
  Official inference library for pre-processing of Mistral models
  ☆846Updated last week
• pytorch / ao
  PyTorch native quantization and sparsity for training and inference
  ☆2,617Updated last week
• intel / neural-speed
  An innovative library for efficient LLM inference via low-bit quantization
  ☆351Updated last year
• lucidrains / self-rewarding-lm-pytorch
  Implementation of the training framework proposed in Self-Rewarding Language Model, from MetaAI
  ☆1,407Updated last year
• huggingface / optimum-benchmark
  🏋️ A unified multi-backend utility for benchmarking Transformers, Timm, PEFT, Diffusers and Sentence-Transformers with full support of O…
  ☆326Updated 3 months ago
• Cornell-RelaxML / quip-sharp
  ☆576Updated last year
• microsoft / Samba
  [ICLR 2025] Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling
  ☆941Updated 2 months ago
• pbelcak / UltraFastBERT
  The repository for the code of the UltraFastBERT paper
  ☆519Updated last year
• mistralai / megablocks-public
  ☆866Updated 2 years ago
• SqueezeAILab / LLMCompiler
  [ICML 2024] LLMCompiler: An LLM Compiler for Parallel Function Calling
  ☆1,811Updated last year
• deepspeedai / DeepSpeed-MII
  MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.
  ☆2,088Updated 6 months ago
• ray-project / ray-llm
  RayLLM - LLMs on Ray (Archived). Read README for more info.
  ☆1,264Updated 10 months ago