Vahe1994 / SpQRLinks
☆551Updated last year
Alternatives and similar repositories for SpQR
Users that are interested in SpQR are comparing it to the libraries listed below
Sorting:
- [ICML 2024] SqueezeLLM: Dense-and-Sparse Quantization☆713Updated last year
- Code for paper: "QuIP: 2-Bit Quantization of Large Language Models With Guarantees"☆393Updated last year
- GPTQ inference Triton kernel☆316Updated 2 years ago
- ☆576Updated last year
- Official PyTorch implementation of QA-LoRA☆143Updated last year
- [ICLR2024 spotlight] OmniQuant is a simple and powerful quantization technique for LLMs.☆885Updated last month
- For releasing code related to compression methods for transformers, accompanying our publications☆454Updated 11 months ago
- Code for the ICML 2023 paper "SparseGPT: Massive Language Models Can Be Accurately Pruned in One-Shot".☆863Updated last year
- Code for the paper "QMoE: Practical Sub-1-Bit Compression of Trillion-Parameter Models".☆279Updated 2 years ago
- A simple and effective LLM pruning approach.☆838Updated last year
- Finetuning Large Language Models on One Consumer GPU in 2 Bits☆734Updated last year
- Extend existing LLMs way beyond the original training length with constant memory usage, without retraining☆733Updated last year
- Landmark Attention: Random-Access Infinite Context Length for Transformers☆427Updated 2 years ago
- [ICML 2024] Break the Sequential Dependency of LLM Inference Using Lookahead Decoding☆1,314Updated 10 months ago
- Microsoft Automatic Mixed Precision Library☆635Updated last month
- Fast Inference Solutions for BLOOM☆565Updated last year
- Official implementation of Half-Quadratic Quantization (HQQ)☆905Updated 3 weeks ago
- The Truth Is In There: Improving Reasoning in Language Models with Layer-Selective Rank Reduction☆390Updated last year
- Official code for ReLoRA from the paper Stack More Layers Differently: High-Rank Training Through Low-Rank Updates☆473Updated last year
- Official repository for LongChat and LongEval☆533Updated last year
- FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.☆982Updated last year
- [ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning☆635Updated last year
- Automatically split your PyTorch models on multiple GPUs for training & inference☆657Updated 2 years ago
- ☆235Updated last year
- Code for the ICLR 2023 paper "GPTQ: Accurate Post-training Quantization of Generative Pretrained Transformers".☆2,243Updated last year
- ☆584Updated last year
- Large Context Attention☆759Updated 3 months ago
- [NeurIPS 2024] KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization☆397Updated last year
- LOMO: LOw-Memory Optimization☆988Updated last year
- 🏋️ A unified multi-backend utility for benchmarking Transformers, Timm, PEFT, Diffusers and Sentence-Transformers with full support of O…☆325Updated 3 months ago