huggingface / optimum-nvidiaLinks
☆997Updated 6 months ago
Alternatives and similar repositories for optimum-nvidia
Users that are interested in optimum-nvidia are comparing it to the libraries listed below
Sorting:
- Accelerate your Hugging Face Transformers 7.6-9x. Native to Hugging Face and PyTorch.☆686Updated last year
- Training LLMs with QLoRA + FSDP☆1,526Updated 9 months ago
- Official Pytorch repository for Extreme Compression of Large Language Models via Additive Quantization https://arxiv.org/pdf/2401.06118.p…☆1,286Updated 3 weeks ago
- Reaching LLaMA2 Performance with 0.1M Dollars☆988Updated last year
- ⚡ Build your chatbot within minutes on your favorite device; offer SOTA compression techniques for LLMs; run LLMs efficiently on Intel Pl…☆2,168Updated 10 months ago
- ☆446Updated last year
- Official implementation of Half-Quadratic Quantization (HQQ)☆868Updated 2 weeks ago
- Train Models Contrastively in Pytorch☆741Updated 5 months ago
- A simple, performant and scalable Jax LLM!☆1,885Updated this week
- Run Mixtral-8x7B models in Colab or consumer desktops☆2,315Updated last year
- PyTorch compiler that accelerates training and inference. Get built-in optimizations for performance, memory, parallelism, and easily wri…☆1,395Updated this week
- Extend existing LLMs way beyond the original training length with constant memory usage, without retraining☆710Updated last year
- GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection☆1,591Updated 10 months ago
- S-LoRA: Serving Thousands of Concurrent LoRA Adapters☆1,852Updated last year
- ☆864Updated last year
- PyTorch native quantization and sparsity for training and inference☆2,291Updated this week
- [ICML 2024] Break the Sequential Dependency of LLM Inference Using Lookahead Decoding☆1,273Updated 5 months ago
- A pytorch quantization backend for optimum☆984Updated this week
- Implementation of "BitNet: Scaling 1-bit Transformers for Large Language Models" in pytorch☆1,870Updated 2 weeks ago
- Serving multiple LoRA finetuned LLM as one☆1,083Updated last year
- Official inference library for pre-processing of Mistral models☆784Updated this week
- Implementation of the training framework proposed in Self-Rewarding Language Model, from MetaAI☆1,399Updated last year
- [ICLR 2025] Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling☆907Updated 4 months ago
- The repository for the code of the UltraFastBERT paper☆517Updated last year
- ☆546Updated 8 months ago
- [ICML 2024] SqueezeLLM: Dense-and-Sparse Quantization☆703Updated last year
- ☆1,029Updated last year
- 🏋️ A unified multi-backend utility for benchmarking Transformers, Timm, PEFT, Diffusers and Sentence-Transformers with full support of O…☆310Updated last week
- MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.☆2,051Updated 2 months ago
- An innovative library for efficient LLM inference via low-bit quantization☆349Updated last year