huggingface / optimum-tpuLinks
Google TPU optimizations for transformers models
☆122Updated 9 months ago
Alternatives and similar repositories for optimum-tpu
Users that are interested in optimum-tpu are comparing it to the libraries listed below
Sorting:
- Load compute kernels from the Hub☆326Updated this week
- Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients.☆202Updated last year
- Lightweight toolkit package to train and fine-tune 1.58bit Language models☆98Updated 5 months ago
- Manage scalable open LLM inference endpoints in Slurm clusters☆274Updated last year
- ☆136Updated last year
- A high-throughput and memory-efficient inference and serving engine for LLMs☆266Updated last year
- 👷 Build compute kernels☆171Updated this week
- Collection of autoregressive model implementation☆86Updated 6 months ago
- ☆138Updated 2 months ago
- an open source reproduction of NVIDIA's nGPT (Normalized Transformer with Representation Learning on the Hypersphere)☆107Updated 8 months ago
- An efficent implementation of the method proposed in "The Era of 1-bit LLMs"☆154Updated last year
- Simple & Scalable Pretraining for Neural Architecture Research☆298Updated 2 weeks ago
- ☆47Updated last year
- ☆202Updated 11 months ago
- Set of scripts to finetune LLMs☆38Updated last year
- PyTorch implementation of models from the Zamba2 series.☆185Updated 9 months ago
- ☆50Updated last year
- Accelerating your LLM training to full speed! Made with ❤️ by ServiceNow Research☆258Updated this week
- Large scale 4D parallelism pre-training for 🤗 transformers in Mixture of Experts *(still work in progress)*☆87Updated last year
- Experiments on speculative sampling with Llama models☆126Updated 2 years ago
- Scaling is a distributed training library and installable dependency designed to scale up neural networks, with a dedicated module for tr…☆64Updated last month
- Fully fine-tune large models like Mistral, Llama-2-13B, or Qwen-14B completely for free☆231Updated last year
- PyTorch/XLA integration with JetStream (https://github.com/google/JetStream) for LLM inference"☆77Updated last month
- QLoRA with Enhanced Multi GPU Support☆37Updated 2 years ago
- Repo hosting codes and materials related to speeding LLMs' inference using token merging.☆37Updated last month
- GPTQLoRA: Efficient Finetuning of Quantized LLMs with GPTQ☆102Updated 2 years ago
- Multipack distributed sampler for fast padding-free training of LLMs☆201Updated last year
- Tree Attention: Topology-aware Decoding for Long-Context Attention on GPU clusters☆130Updated 11 months ago
- Code for NeurIPS LLM Efficiency Challenge☆59Updated last year
- code for training & evaluating Contextual Document Embedding models☆200Updated 6 months ago