Cornell-RelaxML / quip-sharp
☆531Updated 5 months ago
Alternatives and similar repositories for quip-sharp:
Users that are interested in quip-sharp are comparing it to the libraries listed below
- Code for paper: "QuIP: 2-Bit Quantization of Large Language Models With Guarantees"☆363Updated last year
- [ICML 2024] SqueezeLLM: Dense-and-Sparse Quantization☆686Updated 8 months ago
- Official implementation of Half-Quadratic Quantization (HQQ)☆791Updated this week
- Code for Neurips24 paper: QuaRot, an end-to-end 4-bit inference of large language models.☆376Updated 4 months ago
- FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.☆803Updated 7 months ago
- Code for the paper "QMoE: Practical Sub-1-Bit Compression of Trillion-Parameter Models".☆274Updated last year
- For releasing code related to compression methods for transformers, accompanying our publications☆424Updated 3 months ago
- EfficientQAT: Efficient Quantization-Aware Training for Large Language Models☆263Updated 6 months ago
- [ICLR2024 spotlight] OmniQuant is a simple and powerful quantization technique for LLMs.☆800Updated 6 months ago
- GPTQ inference Triton kernel☆300Updated last year
- scalable and robust tree-based speculative decoding algorithm☆343Updated 2 months ago
- [NeurIPS 2024] KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization☆339Updated 8 months ago
- Code for the ICML 2023 paper "SparseGPT: Massive Language Models Can Be Accurately Pruned in One-Shot".☆785Updated 8 months ago
- VPTQ, A Flexible and Extreme low-bit quantization algorithm☆628Updated 3 weeks ago
- [MLSys'25] QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving; [MLSys'25] LServe: Efficient Long-sequence LLM Se…☆643Updated last month
- [ICML 2024] BiLLM: Pushing the Limit of Post-Training Quantization for LLMs☆214Updated 3 months ago
- Official PyTorch implementation of QA-LoRA☆131Updated last year
- Code repo for the paper "SpinQuant LLM quantization with learned rotations"☆259Updated 2 months ago
- Automated Identification of Redundant Layer Blocks for Pruning in Large Language Models☆232Updated last year
- [ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning☆598Updated last year
- BitBLAS is a library to support mixed-precision matrix multiplications, especially for quantized LLM deployment.☆594Updated 2 months ago
- ☆543Updated 4 months ago
- An efficent implementation of the method proposed in "The Era of 1-bit LLMs"☆154Updated 6 months ago
- Repository for the QUIK project, enabling the use of 4bit kernels for generative inference - EMNLP 2024☆179Updated last year
- Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients.☆197Updated 9 months ago
- Serving multiple LoRA finetuned LLM as one☆1,054Updated 11 months ago
- [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving☆304Updated 9 months ago
- ☆126Updated 3 weeks ago
- A family of compressed models obtained via pruning and knowledge distillation☆334Updated 5 months ago
- ☆526Updated 8 months ago