UbiquitousLearning / SLM_Survey
☆91Updated 7 months ago
Alternatives and similar repositories for SLM_Survey
Users that are interested in SLM_Survey are comparing it to the libraries listed below
Sorting:
- ☆37Updated 7 months ago
- ☆78Updated 4 months ago
- Block Transformer: Global-to-Local Language Modeling for Fast Inference (NeurIPS 2024)☆154Updated last month
- FuseAI Project☆86Updated 3 months ago
- [ICLR 2025] LongPO: Long Context Self-Evolution of Large Language Models through Short-to-Long Preference Optimization☆35Updated 2 months ago
- ☆45Updated 2 months ago
- Pytorch implementation for "Compressed Context Memory For Online Language Model Interaction" (ICLR'24)☆59Updated last year
- ☆47Updated 8 months ago
- Codebase for Instruction Following without Instruction Tuning☆34Updated 7 months ago
- From GaLore to WeLore: How Low-Rank Weights Non-uniformly Emerge from Low-Rank Gradients. Ajay Jaiswal, Lu Yin, Zhenyu Zhang, Shiwei Liu,…☆47Updated 3 weeks ago
- [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆116Updated 5 months ago
- Code for "Your Mixture-of-Experts LLM Is Secretly an Embedding Model For Free"☆68Updated 6 months ago
- Cascade Speculative Drafting☆29Updated last year
- The source code of our work "Prepacking: A Simple Method for Fast Prefilling and Increased Throughput in Large Language Models" [AISTATS …☆59Updated 7 months ago
- The official repo for "LLoCo: Learning Long Contexts Offline"☆116Updated 10 months ago
- Ouroboros: Speculative Decoding with Large Model Enhanced Drafting (EMNLP 2024 main)☆103Updated last month
- Official repository for paper "ReasonIR Training Retrievers for Reasoning Tasks".☆121Updated last week
- Agentic Reward Modeling: Integrating Human Preferences with Verifiable Correctness Signals for Reliable Reward Systems☆90Updated 2 months ago
- [ICML'24] The official implementation of “Rethinking Optimization and Architecture for Tiny Language Models”☆121Updated 4 months ago
- Code and Data for "Long-context LLMs Struggle with Long In-context Learning" [TMLR2025]☆105Updated 2 months ago
- ☆125Updated last year
- The official implementation of the paper "What Matters in Transformers? Not All Attention is Needed".☆168Updated last month
- ☆46Updated 2 months ago
- Fast and Robust Early-Exiting Framework for Autoregressive Language Models with Synchronized Parallel Decoding (EMNLP 2023 Long)☆59Updated 7 months ago
- [ICLR 2025] MiniPLM: Knowledge Distillation for Pre-Training Language Models☆42Updated 5 months ago
- Unofficial implementation for the paper "Mixture-of-Depths: Dynamically allocating compute in transformer-based language models"☆158Updated 10 months ago
- Mask-Enhanced Autoregressive Prediction: Pay Less Attention to Learn More☆31Updated 3 months ago
- EE-LLM is a framework for large-scale training and inference of early-exit (EE) large language models (LLMs).☆61Updated 11 months ago
- The official implementation of the paper "Towards Efficient Mixture of Experts: A Holistic Study of Compression Techniques (TMLR)".☆67Updated last month
- Unofficial implementation of https://arxiv.org/pdf/2407.14679☆44Updated 8 months ago