NVIDIA / RULERLinks
This repo contains the source code for RULER: What’s the Real Context Size of Your Long-Context Language Models?
☆1,186Updated last week
Alternatives and similar repositories for RULER
Users that are interested in RULER are comparing it to the libraries listed below
Sorting:
- [ICML'24 Spotlight] LLM Maybe LongLM: Self-Extend LLM Context Window Without Tuning☆657Updated last year
- Doing simple retrieval from LLM models at various context lengths to measure accuracy☆1,934Updated 11 months ago
- YaRN: Efficient Context Window Extension of Large Language Models☆1,518Updated last year
- ☆909Updated 10 months ago
- Arena-Hard-Auto: An automatic LLM benchmark.☆870Updated 3 weeks ago
- An Open Source Toolkit For LLM Distillation☆678Updated last week
- Optimizing inference proxy for LLMs☆2,615Updated last week
- ☆549Updated 10 months ago
- Memory optimization and training recipes to extrapolate language models' context length to 1 million tokens, with minimal hardware.☆735Updated 9 months ago
- Chat Templates for 🤗 HuggingFace Large Language Models☆684Updated 7 months ago
- Distilabel is a framework for synthetic data and AI feedback for engineers who need fast, reliable and scalable pipelines based on verifi…☆2,806Updated this week
- A library for easily merging multiple LLM experts, and efficiently train the merged LLM.☆485Updated 10 months ago
- Lighteval is your all-in-one toolkit for evaluating LLMs across multiple backends☆1,722Updated last week
- Simple Python library/structure to ablate features in LLMs which are supported by TransformerLens☆484Updated last year
- S-LoRA: Serving Thousands of Concurrent LoRA Adapters☆1,844Updated last year
- Enforce the output format (JSON Schema, Regex etc) of a language model☆1,841Updated 4 months ago
- Large-scale LLM inference engine☆1,477Updated this week
- Transformers-compatible library for applying various compression algorithms to LLMs for optimized deployment with vLLM☆1,640Updated this week
- Customizable implementation of the self-instruct paper.☆1,047Updated last year
- Recipes to scale inference-time compute of open models☆1,106Updated last month
- ☆949Updated 5 months ago
- ☆524Updated 7 months ago
- Production ready LLM model compression/quantization toolkit with hw accelerated inference support for both cpu/gpu via HF, vLLM, and SGLa…☆666Updated 2 weeks ago
- OLMoE: Open Mixture-of-Experts Language Models☆809Updated 4 months ago
- ☆465Updated last year
- Scalable data pre processing and curation toolkit for LLMs☆1,025Updated this week
- [NeurIPS'24 Spotlight, ICLR'25, ICML'25] To speed up Long-context LLMs' inference, approximate and dynamic sparse calculate the attention…☆1,067Updated 3 weeks ago
- Extend existing LLMs way beyond the original training length with constant memory usage, without retraining☆701Updated last year
- DataDreamer: Prompt. Generate Synthetic Data. Train & Align Models. 🤖💤☆1,031Updated 5 months ago
- Automated Identification of Redundant Layer Blocks for Pruning in Large Language Models☆240Updated last year