huggingface / nanotron
Minimalistic large language model 3D-parallelism training
☆1,400Updated this week
Alternatives and similar repositories for nanotron:
Users that are interested in nanotron are comparing it to the libraries listed below
- Lighteval is your all-in-one toolkit for evaluating LLMs across multiple backends☆1,022Updated this week
- Scalable toolkit for efficient model alignment☆693Updated this week
- Freeing data processing from scripting madness by providing a set of platform-agnostic customizable pipeline processing blocks.☆2,167Updated this week
- [ICML 2024] Break the Sequential Dependency of LLM Inference Using Lookahead Decoding☆1,182Updated 3 months ago
- Minimalistic 4D-parallelism distributed training framework for education purpose☆670Updated this week
- Transformers-compatible library for applying various compression algorithms to LLMs for optimized deployment with vLLM☆881Updated this week
- Memory optimization and training recipes to extrapolate language models' context length to 1 million tokens, with minimal hardware.☆694Updated 4 months ago
- Serving multiple LoRA finetuned LLM as one☆1,018Updated 8 months ago
- ☆489Updated 2 months ago
- Official implementation of Half-Quadratic Quantization (HQQ)☆736Updated 2 weeks ago
- [NeurIPS'24 Spotlight, ICLR'25] To speed up Long-context LLMs' inference, approximate and dynamic sparse calculate the attention, which r…☆890Updated this week
- Distilabel is a framework for synthetic data and AI feedback for engineers who need fast, reliable and scalable pipelines based on verifi…☆2,064Updated this week
- S-LoRA: Serving Thousands of Concurrent LoRA Adapters☆1,780Updated last year
- veRL: Volcano Engine Reinforcement Learning for LLM☆1,135Updated this week
- distributed trainer for LLMs☆555Updated 8 months ago
- Recipes to scale inference-time compute of open models☆971Updated last week
- FlashInfer: Kernel Library for LLM Serving☆1,876Updated this week
- An Open Source Toolkit For LLM Distillation☆439Updated 3 weeks ago
- Official implementation of "Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling"☆833Updated last week
- Scalable data pre processing and curation toolkit for LLMs☆764Updated this week
- Official Implementation of EAGLE-1 (ICML'24) and EAGLE-2 (EMNLP'24)☆928Updated 3 weeks ago
- ☆497Updated 5 months ago
- A throughput-oriented high-performance serving framework for LLMs☆714Updated 4 months ago
- Efficient, Flexible and Portable Structured Generation☆606Updated this week
- YaRN: Efficient Context Window Extension of Large Language Models☆1,402Updated 9 months ago
- FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.☆689Updated 4 months ago
- Large Context Attention☆676Updated this week
- A bibliography and survey of the papers surrounding o1☆1,076Updated 2 months ago
- AutoAWQ implements the AWQ algorithm for 4-bit quantization with a 2x speedup during inference. Documentation:☆1,911Updated last week
- MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.☆1,948Updated this week