jquesnelle / yarn
YaRN: Efficient Context Window Extension of Large Language Models
☆1,459Updated 11 months ago
Alternatives and similar repositories for yarn:
Users that are interested in yarn are comparing it to the libraries listed below
- [ICML'24 Spotlight] LLM Maybe LongLM: Self-Extend LLM Context Window Without Tuning☆648Updated 10 months ago
- [ICML 2024] Break the Sequential Dependency of LLM Inference Using Lookahead Decoding☆1,233Updated last month
- S-LoRA: Serving Thousands of Concurrent LoRA Adapters☆1,813Updated last year
- A family of open-sourced Mixture-of-Experts (MoE) Large Language Models☆1,499Updated last year
- Code for fine-tuning Platypus fam LLMs using LoRA☆629Updated last year
- Memory optimization and training recipes to extrapolate language models' context length to 1 million tokens, with minimal hardware.☆712Updated 6 months ago
- [ACL2023] We introduce LLM-Blender, an innovative ensembling framework to attain consistently superior performance by leveraging the dive…☆930Updated 5 months ago
- Official repository for LongChat and LongEval☆517Updated 10 months ago
- AutoAWQ implements the AWQ algorithm for 4-bit quantization with a 2x speedup during inference. Documentation:☆2,077Updated this week
- Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads☆2,489Updated 9 months ago
- Serving multiple LoRA finetuned LLM as one☆1,052Updated 11 months ago
- Minimalistic large language model 3D-parallelism training☆1,771Updated this week
- Implementation of the training framework proposed in Self-Rewarding Language Model, from MetaAI☆1,378Updated last year
- Codebase for Merging Language Models (ICML 2024)☆811Updated 11 months ago
- Extend existing LLMs way beyond the original training length with constant memory usage, without retraining☆693Updated last year
- An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.☆1,716Updated 3 months ago
- Generative Representational Instruction Tuning☆617Updated last month
- [NeurIPS 2023] MeZO: Fine-Tuning Language Models with Just Forward Passes. https://arxiv.org/abs/2305.17333☆1,100Updated last year
- [ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning☆600Updated last year
- [ACL 2024] Progressive LLaMA with Block Expansion.☆499Updated 10 months ago
- distributed trainer for LLMs☆571Updated 10 months ago
- [COLM 2024] LoraHub: Efficient Cross-Task Generalization via Dynamic LoRA Composition☆625Updated 8 months ago
- LOMO: LOw-Memory Optimization☆984Updated 9 months ago
- Benchmarking large language models' complex reasoning ability with chain-of-thought prompting☆2,710Updated 8 months ago
- A library with extensible implementations of DPO, KTO, PPO, ORPO, and other human-aware loss functions (HALOs).☆829Updated 3 weeks ago
- Customizable implementation of the self-instruct paper.☆1,042Updated last year
- Data and tools for generating and inspecting OLMo pre-training data.☆1,189Updated this week
- Code for our EMNLP 2023 Paper: "LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models"☆1,150Updated last year
- ☆508Updated 4 months ago
- Alpaca dataset from Stanford, cleaned and curated☆1,546Updated 2 years ago