Vahe1994 / SpQRLinks
☆546Updated 8 months ago
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☆701Updated last year
- Code for paper: "QuIP: 2-Bit Quantization of Large Language Models With Guarantees"☆377Updated last year
- ☆552Updated 9 months ago
- Code for the ICML 2023 paper "SparseGPT: Massive Language Models Can Be Accurately Pruned in One-Shot".☆825Updated last year
- GPTQ inference Triton kernel☆305Updated 2 years ago
- Official PyTorch implementation of QA-LoRA☆138Updated last year
- Extend existing LLMs way beyond the original training length with constant memory usage, without retraining☆708Updated last year
- A simple and effective LLM pruning approach.☆789Updated last year
- [ICLR2024 spotlight] OmniQuant is a simple and powerful quantization technique for LLMs.☆839Updated 3 months ago
- For releasing code related to compression methods for transformers, accompanying our publications☆440Updated 7 months ago
- Code for the paper "QMoE: Practical Sub-1-Bit Compression of Trillion-Parameter Models".☆277Updated last year
- Landmark Attention: Random-Access Infinite Context Length for Transformers☆423Updated last year
- [ICML 2024] Break the Sequential Dependency of LLM Inference Using Lookahead Decoding☆1,272Updated 5 months ago
- Finetuning Large Language Models on One Consumer GPU in 2 Bits☆728Updated last year
- The Truth Is In There: Improving Reasoning in Language Models with Layer-Selective Rank Reduction☆388Updated last year
- Official code for ReLoRA from the paper Stack More Layers Differently: High-Rank Training Through Low-Rank Updates☆461Updated last year
- [ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning☆630Updated last year
- Official repository for LongChat and LongEval☆527Updated last year
- Official implementation of Half-Quadratic Quantization (HQQ)☆864Updated this week
- FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.☆880Updated 11 months ago
- Microsoft Automatic Mixed Precision Library☆616Updated 10 months ago
- ☆560Updated last year
- batched loras☆345Updated last year
- A bagel, with everything.☆324Updated last year
- [NeurIPS 2023] LLM-Pruner: On the Structural Pruning of Large Language Models. Support Llama-3/3.1, Llama-2, LLaMA, BLOOM, Vicuna, Baich…☆1,053Updated 10 months ago
- Automatically split your PyTorch models on multiple GPUs for training & inference☆658Updated last year
- Code for the ICLR 2023 paper "GPTQ: Accurate Post-training Quantization of Generative Pretrained Transformers".☆2,166Updated last year
- Serving multiple LoRA finetuned LLM as one☆1,083Updated last year
- Fast Inference Solutions for BLOOM☆564Updated 10 months ago
- 🏋️ A unified multi-backend utility for benchmarking Transformers, Timm, PEFT, Diffusers and Sentence-Transformers with full support of O…☆309Updated this week