liyucheng09 / llm-compressiveLinks
Longitudinal Evaluation of LLMs via Data Compression
☆32Updated last year
Alternatives and similar repositories for llm-compressive
Users that are interested in llm-compressive are comparing it to the libraries listed below
Sorting:
- Implementation of NAACL 2024 Outstanding Paper "LM-Infinite: Simple On-the-Fly Length Generalization for Large Language Models"☆149Updated 6 months ago
- An Experiment on Dynamic NTK Scaling RoPE☆64Updated last year
- [ICLR 2024] CLEX: Continuous Length Extrapolation for Large Language Models☆78Updated last year
- Research without Re-search: Maximal Update Parametrization Yields Accurate Loss Prediction across Scales☆32Updated 2 years ago
- Ouroboros: Speculative Decoding with Large Model Enhanced Drafting (EMNLP 2024 main)☆110Updated 6 months ago
- [ICML'24] The official implementation of “Rethinking Optimization and Architecture for Tiny Language Models”☆123Updated 8 months ago
- [NeurIPS 2024] Fast Best-of-N Decoding via Speculative Rejection☆51Updated 10 months ago
- [EMNLP 2023 Industry Track] A simple prompting approach that enables the LLMs to run inference in batches.☆77Updated last year
- Reformatted Alignment☆113Updated last year
- ☆104Updated 2 months ago
- Official implementation for 'Extending LLMs’ Context Window with 100 Samples'☆80Updated last year
- ☆35Updated last year
- Code for ICML 25 paper "Metadata Conditioning Accelerates Language Model Pre-training (MeCo)"☆42Updated 2 months ago
- ☆105Updated 2 years ago
- Repository of LV-Eval Benchmark☆70Updated last year
- Codes for our paper "Speculative Decoding: Exploiting Speculative Execution for Accelerating Seq2seq Generation" (EMNLP 2023 Findings)☆44Updated last year
- Repository of the paper "Accelerating Transformer Inference for Translation via Parallel Decoding"☆120Updated last year
- ☆69Updated 11 months ago
- Counting-Stars (★)☆83Updated 3 months ago
- ☆86Updated 8 months ago
- code for Scaling Laws of RoPE-based Extrapolation☆73Updated last year
- Skywork-MoE: A Deep Dive into Training Techniques for Mixture-of-Experts Language Models☆137Updated last year
- ☆116Updated last year
- [EMNLP 2024] LongAlign: A Recipe for Long Context Alignment of LLMs☆256Updated 9 months ago
- A prototype repo for hybrid training of pipeline parallel and distributed data parallel with comments on core code snippets. Feel free to…☆57Updated 2 years ago
- Fast LLM Training CodeBase With dynamic strategy choosing [Deepspeed+Megatron+FlashAttention+CudaFusionKernel+Compiler];☆41Updated last year
- Source code of "Reasons to Reject? Aligning Language Models with Judgments"☆58Updated last year
- Low-bit optimizers for PyTorch☆131Updated last year
- REST: Retrieval-Based Speculative Decoding, NAACL 2024☆208Updated 2 weeks ago
- Code for paper "Patch-Level Training for Large Language Models"☆87Updated 10 months ago