YuchuanTian / RethinkTinyLMLinks
[ICML'24] The official implementation of “Rethinking Optimization and Architecture for Tiny Language Models”
☆122Updated 6 months ago
Alternatives and similar repositories for RethinkTinyLM
Users that are interested in RethinkTinyLM are comparing it to the libraries listed below
Sorting:
- [ICML'24 Oral] The official code of "DiJiang: Efficient Large Language Models through Compact Kernelization", a novel DCT-based linear at…☆102Updated last year
- [ICLR 2024] CLEX: Continuous Length Extrapolation for Large Language Models☆78Updated last year
- Code for paper "Patch-Level Training for Large Language Models"☆86Updated 8 months ago
- An Experiment on Dynamic NTK Scaling RoPE☆64Updated last year
- Skywork-MoE: A Deep Dive into Training Techniques for Mixture-of-Experts Language Models☆136Updated last year
- Implementation of NAACL 2024 Outstanding Paper "LM-Infinite: Simple On-the-Fly Length Generalization for Large Language Models"☆148Updated 4 months ago
- Code for paper titled "Towards the Law of Capacity Gap in Distilling Language Models"☆101Updated last year
- Low-bit optimizers for PyTorch☆130Updated last year
- A prototype repo for hybrid training of pipeline parallel and distributed data parallel with comments on core code snippets. Feel free to…☆56Updated 2 years ago
- ☆103Updated 2 weeks ago
- code for Scaling Laws of RoPE-based Extrapolation☆73Updated last year
- FuseAI Project☆87Updated 6 months ago
- Official implementation of "DoRA: Weight-Decomposed Low-Rank Adaptation"☆124Updated last year
- Official implementation of TransNormerLLM: A Faster and Better LLM☆247Updated last year
- ☆82Updated 6 months ago
- Parameter-Efficient Sparsity Crafting From Dense to Mixture-of-Experts for Instruction Tuning on General Tasks (EMNLP'24)☆146Updated 10 months ago
- Code for "Everybody Prune Now: Structured Pruning of LLMs with only Forward Passes"☆28Updated last year
- Easy control for Key-Value Constrained Generative LLM Inference(https://arxiv.org/abs/2402.06262)☆63Updated last year
- ☆107Updated last year
- The source code of "Merging Experts into One: Improving Computational Efficiency of Mixture of Experts (EMNLP 2023)":☆38Updated last year
- Unofficial implementation for the paper "Mixture-of-Depths: Dynamically allocating compute in transformer-based language models"☆167Updated last year
- ☆65Updated last year
- [NAACL 2025] A Closer Look into Mixture-of-Experts in Large Language Models☆52Updated 5 months ago
- Research without Re-search: Maximal Update Parametrization Yields Accurate Loss Prediction across Scales☆32Updated 2 years ago
- This is a personal reimplementation of Google's Infini-transformer, utilizing a small 2b model. The project includes both model and train…☆58Updated last year
- [ACL 2024] Long-Context Language Modeling with Parallel Encodings☆157Updated last year
- Official repository for the paper "SwitchHead: Accelerating Transformers with Mixture-of-Experts Attention"☆98Updated 10 months ago
- ☆63Updated last year
- Block Transformer: Global-to-Local Language Modeling for Fast Inference (NeurIPS 2024)☆160Updated 3 months ago
- ☆106Updated last year