UbiquitousLearning / SLM_SurveyLinks
☆97Updated last year
Alternatives and similar repositories for SLM_Survey
Users that are interested in SLM_Survey are comparing it to the libraries listed below
Sorting:
- The official repo for "LLoCo: Learning Long Contexts Offline"☆117Updated last year
- Block Transformer: Global-to-Local Language Modeling for Fast Inference (NeurIPS 2024)☆161Updated 5 months ago
- a curated list of the role of small models in the LLM era☆105Updated last year
- ☆86Updated 8 months ago
- ☆127Updated last year
- ☆43Updated 5 months ago
- FuseAI Project☆87Updated 8 months ago
- Parameter-Efficient Sparsity Crafting From Dense to Mixture-of-Experts for Instruction Tuning on General Tasks (EMNLP'24)☆147Updated last year
- Repo hosting codes and materials related to speeding LLMs' inference using token merging.☆36Updated this week
- ☆77Updated last month
- Verifiers for LLM Reinforcement Learning☆74Updated 5 months ago
- ☆38Updated last year
- This is the official repository for Inheritune.☆115Updated 8 months ago
- Pytorch implementation for "Compressed Context Memory For Online Language Model Interaction" (ICLR'24)☆61Updated last year
- Layer-Condensed KV cache w/ 10 times larger batch size, fewer params and less computation. Dramatic speed up with better task performance…☆155Updated 6 months ago
- SLED: Self Logits Evolution Decoding for Improving Factuality in Large Language Model https://arxiv.org/pdf/2411.02433☆102Updated 10 months ago
- The source code of our work "Prepacking: A Simple Method for Fast Prefilling and Increased Throughput in Large Language Models" [AISTATS …☆60Updated last year
- [ICLR 2024] Skeleton-of-Thought: Prompting LLMs for Efficient Parallel Generation☆176Updated last year
- [ICLR 2025] MiniPLM: Knowledge Distillation for Pre-Training Language Models☆60Updated 10 months ago
- [NeurIPS 2025] Simple extension on vLLM to help you speed up reasoning model without training.☆196Updated 4 months ago
- A repository for research on medium sized language models.☆78Updated last year
- The official implementation of the paper "What Matters in Transformers? Not All Attention is Needed".☆177Updated 6 months ago
- Unofficial implementation of https://arxiv.org/pdf/2407.14679☆49Updated last year
- Survey of Small Language Models from Penn State, ...☆204Updated last week
- Co-LLM: Learning to Decode Collaboratively with Multiple Language Models☆121Updated last year
- [ICLR 2025] LongPO: Long Context Self-Evolution of Large Language Models through Short-to-Long Preference Optimization☆40Updated 7 months ago
- Efficient Infinite Context Transformers with Infini-attention Pytorch Implementation + QwenMoE Implementation + Training Script + 1M cont…☆84Updated last year
- Implementation of the paper: "Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention" from Google in pyTO…☆56Updated this week
- Codebase accompanying the Summary of a Haystack paper.☆79Updated last year
- [ACL 2024] LLM2LLM: Boosting LLMs with Novel Iterative Data Enhancement☆190Updated last year