samchaineau / llm_slerp_generation
Repo hosting codes and materials related to speeding LLMs' inference using token merging.
☆36Updated last year
Alternatives and similar repositories for llm_slerp_generation:
Users that are interested in llm_slerp_generation are comparing it to the libraries listed below
- A repository for research on medium sized language models.☆76Updated 11 months ago
- ☆48Updated 5 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,…☆45Updated 2 weeks ago
- A toolkit for fine-tuning, inferencing, and evaluating GreenBitAI's LLMs.☆83Updated last month
- Work in progress.☆58Updated 3 weeks ago
- Repository for the Q-Filters method (https://arxiv.org/pdf/2503.02812)☆30Updated last month
- The official repo for "LLoCo: Learning Long Contexts Offline"☆116Updated 10 months ago
- Repository for Sparse Finetuning of LLMs via modified version of the MosaicML llmfoundry☆40Updated last year
- QuIP quantization☆52Updated last year
- ☆125Updated last year
- Repository for CPU Kernel Generation for LLM Inference☆26Updated last year
- ☆50Updated 6 months ago
- Implementation of the paper: "Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention" from Google in pyTO…☆55Updated 2 weeks ago
- ☆45Updated this week
- The source code of our work "Prepacking: A Simple Method for Fast Prefilling and Increased Throughput in Large Language Models" [AISTATS …☆59Updated 6 months ago
- ☆77Updated 3 months ago
- Cascade Speculative Drafting☆29Updated last year
- Pytorch implementation for "Compressed Context Memory For Online Language Model Interaction" (ICLR'24)☆59Updated last year
- Small and Efficient Mathematical Reasoning LLMs☆71Updated last year
- The simplest implementation of recent Sparse Attention patterns for efficient LLM inference.☆60Updated 3 months ago
- ☆46Updated 9 months ago
- A public implementation of the ReLoRA pretraining method, built on Lightning-AI's Pytorch Lightning suite.☆33Updated last year
- Layer-Condensed KV cache w/ 10 times larger batch size, fewer params and less computation. Dramatic speed up with better task performance…☆148Updated 3 weeks ago
- [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆115Updated 5 months ago
- This repo is based on https://github.com/jiaweizzhao/GaLore☆27Updated 7 months ago
- ☆47Updated 8 months ago
- Parameter-Efficient Sparsity Crafting From Dense to Mixture-of-Experts for Instruction Tuning on General Tasks☆143Updated 7 months ago
- Prune transformer layers☆69Updated 11 months ago
- Official implementation of the ICML 2024 paper RoSA (Robust Adaptation)☆41Updated last year
- EvaByte: Efficient Byte-level Language Models at Scale☆91Updated 2 weeks ago