YuchuanTian / RethinkTinyLMLinks
[ICML'24] The official implementation of “Rethinking Optimization and Architecture for Tiny Language Models”
☆126Updated 11 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…☆104Updated 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"☆96Updated last month
- Skywork-MoE: A Deep Dive into Training Techniques for Mixture-of-Experts Language Models☆137Updated last year
- An Experiment on Dynamic NTK Scaling RoPE☆64Updated 2 years ago
- Code for paper titled "Towards the Law of Capacity Gap in Distilling Language Models"☆102Updated last year
- Implementation of NAACL 2024 Outstanding Paper "LM-Infinite: Simple On-the-Fly Length Generalization for Large Language Models"☆152Updated 9 months ago
- FuseAI Project☆87Updated 10 months ago
- Parameter-Efficient Sparsity Crafting From Dense to Mixture-of-Experts for Instruction Tuning on General Tasks (EMNLP'24)☆147Updated last year
- Block Transformer: Global-to-Local Language Modeling for Fast Inference (NeurIPS 2024)☆162Updated 8 months ago
- ☆85Updated last month
- Official repository for the paper "SwitchHead: Accelerating Transformers with Mixture-of-Experts Attention"☆102Updated last year
- Low-bit optimizers for PyTorch☆134Updated 2 years ago
- [ICLR 2025] MiniPLM: Knowledge Distillation for Pre-Training Language Models☆69Updated last year
- Code for "Everybody Prune Now: Structured Pruning of LLMs with only Forward Passes"☆29Updated last year
- Easy control for Key-Value Constrained Generative LLM Inference(https://arxiv.org/abs/2402.06262)☆63Updated last year
- Unofficial implementation for the paper "Mixture-of-Depths: Dynamically allocating compute in transformer-based language models"☆176Updated last year
- ☆109Updated 5 months ago
- [ICLR2025] Codebase for "ReMoE: Fully Differentiable Mixture-of-Experts with ReLU Routing", built on Megatron-LM.☆102Updated last year
- [ICML 2025] |TokenSwift: Lossless Acceleration of Ultra Long Sequence Generation☆118Updated 7 months ago
- Pytorch implementation for "Compressed Context Memory For Online Language Model Interaction" (ICLR'24)☆62Updated last year
- [ICML24] Pruner-Zero: Evolving Symbolic Pruning Metric from scratch for LLMs☆98Updated last year
- Training code for Baby-Llama, our submission to the strict-small track of the BabyLM challenge.☆85Updated 2 years 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
- Due to the huge vocaburary size (151,936) of Qwen models, the Embedding and LM Head weights are excessively heavy. Therefore, this projec…☆30Updated last year
- code for Scaling Laws of RoPE-based Extrapolation☆73Updated 2 years ago
- [ACL 2024] Long-Context Language Modeling with Parallel Encodings☆167Updated last year
- 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
- Positional Skip-wise Training for Efficient Context Window Extension of LLMs to Extremely Length (ICLR 2024)☆205Updated last year
- Official implementation of "DoRA: Weight-Decomposed Low-Rank Adaptation"☆124Updated last year