HanGuo97 / lq-lora
☆125Updated last year
Alternatives and similar repositories for lq-lora:
Users that are interested in lq-lora are comparing it to the libraries listed below
- The official repo for "LLoCo: Learning Long Contexts Offline"☆114Updated 8 months ago
- ☆111Updated this week
- 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
- ☆217Updated 8 months ago
- PB-LLM: Partially Binarized Large Language Models☆151Updated last year
- Simple implementation of Speculative Sampling in NumPy for GPT-2.☆91Updated last year
- ☆192Updated 2 months ago
- Block Transformer: Global-to-Local Language Modeling for Fast Inference (NeurIPS 2024)☆149Updated 2 months ago
- Explorations into some recent techniques surrounding speculative decoding☆240Updated last month
- ☆75Updated last month
- Parameter-Efficient Sparsity Crafting From Dense to Mixture-of-Experts for Instruction Tuning on General Tasks☆140Updated 5 months ago
- Fast and Robust Early-Exiting Framework for Autoregressive Language Models with Synchronized Parallel Decoding (EMNLP 2023 Long)☆56Updated 4 months ago
- [ICLR 2024 Spotlight] Code for the paper "Merge, Then Compress: Demystify Efficient SMoE with Hints from Its Routing Policy"☆72Updated 8 months ago
- Cold Compress is a hackable, lightweight, and open-source toolkit for creating and benchmarking cache compression methods built on top of…☆117Updated 6 months ago
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆157Updated 7 months ago
- Unofficial implementation for the paper "Mixture-of-Depths: Dynamically allocating compute in transformer-based language models"☆145Updated 8 months ago
- Official Implementation of SLEB: Streamlining LLMs through Redundancy Verification and Elimination of Transformer Blocks☆33Updated 2 weeks ago
- Official PyTorch implementation of DistiLLM: Towards Streamlined Distillation for Large Language Models (ICML 2024)☆184Updated 5 months ago
- Official repository for the paper "SwitchHead: Accelerating Transformers with Mixture-of-Experts Attention"☆96Updated 4 months ago
- Positional Skip-wise Training for Efficient Context Window Extension of LLMs to Extremely Length (ICLR 2024)☆204Updated 9 months ago
- Spherical Merge Pytorch/HF format Language Models with minimal feature loss.☆115Updated last year
- Repository for Sparse Finetuning of LLMs via modified version of the MosaicML llmfoundry☆40Updated last year
- Code accompanying the paper "Massive Activations in Large Language Models"☆140Updated 11 months ago
- Pytorch implementation for "Compressed Context Memory For Online Language Model Interaction" (ICLR'24)☆53Updated 10 months ago
- [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆107Updated 2 months ago
- The source code of our work "Prepacking: A Simple Method for Fast Prefilling and Increased Throughput in Large Language Models"☆59Updated 4 months ago
- This is the official repository for Inheritune.☆109Updated last week
- Boosting 4-bit inference kernels with 2:4 Sparsity☆64Updated 5 months ago
- [ICML'24] The official implementation of “Rethinking Optimization and Architecture for Tiny Language Models”☆120Updated last month