UbiquitousLearning / SLM_Survey
☆89Updated 6 months ago
Alternatives and similar repositories for SLM_Survey:
Users that are interested in SLM_Survey are comparing it to the libraries listed below
- ☆37Updated 6 months ago
- FuseAI Project☆85Updated 2 months ago
- ☆125Updated last year
- Block Transformer: Global-to-Local Language Modeling for Fast Inference (NeurIPS 2024)☆152Updated last week
- a curated list of the role of small models in the LLM era☆100Updated 7 months ago
- Simple extension on vLLM to help you speed up reasoning model without training.☆146Updated this week
- ☆76Updated 3 months ago
- [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆115Updated 4 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,…☆44Updated this week
- [ICLR 2025] MiniPLM: Knowledge Distillation for Pre-Training Language Models☆37Updated 5 months ago
- [ACL 2024] Not All Experts are Equal: Efficient Expert Pruning and Skipping for Mixture-of-Experts Large Language Models☆87Updated 11 months ago
- ☆36Updated 7 months ago
- Skywork-MoE: A Deep Dive into Training Techniques for Mixture-of-Experts Language Models☆131Updated 10 months ago
- [ICLR 2025] LongPO: Long Context Self-Evolution of Large Language Models through Short-to-Long Preference Optimization☆33Updated last month
- The official repo for "LLoCo: Learning Long Contexts Offline"☆116Updated 10 months ago
- ☆20Updated this week
- Astraios: Parameter-Efficient Instruction Tuning Code Language Models☆57Updated last year
- [NeurIPS 24 Spotlight] MaskLLM: Learnable Semi-structured Sparsity for Large Language Models☆161Updated 3 months ago
- The official implementation of the paper "Towards Efficient Mixture of Experts: A Holistic Study of Compression Techniques (TMLR)".☆66Updated last month
- Co-LLM: Learning to Decode Collaboratively with Multiple Language Models☆112Updated 11 months ago
- ☆22Updated last week
- SepLLM: Accelerate Large Language Models by Compressing One Segment into One Separator☆70Updated 4 months ago
- Work in progress.☆56Updated 2 weeks ago
- LongRoPE is a novel method that can extends the context window of pre-trained LLMs to an impressive 2048k tokens.☆219Updated 8 months ago
- Mask-Enhanced Autoregressive Prediction: Pay Less Attention to Learn More☆28Updated 2 months ago
- Codebase for Instruction Following without Instruction Tuning☆34Updated 7 months ago
- [ICML'24] The official implementation of “Rethinking Optimization and Architecture for Tiny Language Models”☆121Updated 3 months ago
- Parameter-Efficient Sparsity Crafting From Dense to Mixture-of-Experts for Instruction Tuning on General Tasks☆142Updated 7 months ago
- A repository for research on medium sized language models.☆76Updated 11 months ago
- ☆85Updated 2 months ago