NVIDIA / RULER
This repo contains the source code for RULER: What’s the Real Context Size of Your Long-Context Language Models?
☆841Updated last month
Alternatives and similar repositories for RULER:
Users that are interested in RULER are comparing it to the libraries listed below
- [ICML'24 Spotlight] LLM Maybe LongLM: Self-Extend LLM Context Window Without Tuning☆634Updated 7 months ago
- ☆493Updated 4 months ago
- Serving multiple LoRA finetuned LLM as one☆1,012Updated 8 months ago
- [ICML 2024] Break the Sequential Dependency of LLM Inference Using Lookahead Decoding☆1,179Updated 3 months ago
- Large-scale LLM inference engine☆1,232Updated last week
- A library for easily merging multiple LLM experts, and efficiently train the merged LLM.☆426Updated 4 months ago
- Doing simple retrieval from LLM models at various context lengths to measure accuracy☆1,654Updated 5 months ago
- An Open Source Toolkit For LLM Distillation☆425Updated last week
- YaRN: Efficient Context Window Extension of Large Language Models☆1,398Updated 9 months ago
- Transformers-compatible library for applying various compression algorithms to LLMs for optimized deployment with vLLM☆851Updated this week
- Distilabel is a framework for synthetic data and AI feedback for engineers who need fast, reliable and scalable pipelines based on verifi…☆1,879Updated this week
- Arena-Hard-Auto: An automatic LLM benchmark.☆708Updated 2 weeks ago
- Lighteval is your all-in-one toolkit for evaluating LLMs across multiple backends☆970Updated this week
- Extend existing LLMs way beyond the original training length with constant memory usage, without retraining☆684Updated 9 months ago
- ☆484Updated last month
- Official implementation of Half-Quadratic Quantization (HQQ)☆732Updated this week
- [NeurIPS'24 Spotlight] To speed up Long-context LLMs' inference, approximate and dynamic sparse calculate the attention, which reduces in…☆874Updated 2 weeks ago
- ☆774Updated 4 months ago
- Evaluate your LLM's response with Prometheus and GPT4 💯☆841Updated last week
- Official Implementation of EAGLE-1 (ICML'24) and EAGLE-2 (EMNLP'24)☆912Updated 2 weeks ago
- Minimalistic large language model 3D-parallelism training☆1,386Updated this week
- A Flexible Framework for Experiencing Cutting-edge LLM Inference Optimizations☆832Updated 2 months ago
- Enforce the output format (JSON Schema, Regex etc) of a language model☆1,666Updated 3 months ago
- Chat Templates for 🤗 HuggingFace Large Language Models☆588Updated last month
- AutoAWQ implements the AWQ algorithm for 4-bit quantization with a 2x speedup during inference. Documentation:☆1,885Updated 2 weeks ago
- ☆996Updated last month
- Calculate token/s & GPU memory requirement for any LLM. Supports llama.cpp/ggml/bnb/QLoRA quantization☆1,199Updated last month
- ☆515Updated 2 months ago
- Generative Representational Instruction Tuning☆584Updated 2 months ago
- VPTQ, A Flexible and Extreme low-bit quantization algorithm☆561Updated this week