bytedance / ABQ-LLMLinks
An acceleration library that supports arbitrary bit-width combinatorial quantization operations
☆234Updated last year
Alternatives and similar repositories for ABQ-LLM
Users that are interested in ABQ-LLM are comparing it to the libraries listed below
Sorting:
- MIXQ: Taming Dynamic Outliers in Mixed-Precision Quantization by Online Prediction☆93Updated 11 months ago
- [ICLR 2025🔥] SVD-LLM & [NAACL 2025🔥] SVD-LLM V2☆255Updated last month
- [ICML 2025 Spotlight] ShadowKV: KV Cache in Shadows for High-Throughput Long-Context LLM Inference☆262Updated 5 months ago
- [COLM 2024] TriForce: Lossless Acceleration of Long Sequence Generation with Hierarchical Speculative Decoding☆266Updated last year
- Unified KV Cache Compression Methods for Auto-Regressive Models☆1,252Updated 9 months ago
- A highly optimized LLM inference acceleration engine for Llama and its variants.☆900Updated 3 months ago
- Support mixed-precsion inference with vllm☆84Updated 2 months ago
- ☆103Updated 4 years ago
- SQuant [ICLR22]☆129Updated 3 years ago
- Mixed precision inference by Tensorrt-LLM☆80Updated 11 months ago
- Higher performance OpenAI LLM service than vLLM serve: A pure C++ high-performance OpenAI LLM service implemented with GPRS+TensorRT-LLM+…☆155Updated 4 months ago
- ☆194Updated 2 weeks ago
- APOLLO: SGD-like Memory, AdamW-level Performance; MLSys'25 Oustanding Paper Honorable Mention☆256Updated 5 months ago
- The framework to prune LLMs to any size and any config.☆94Updated last year
- A scalable, end-to-end training pipeline for general-purpose agents☆359Updated 3 months ago
- ☆875Updated this week
- [ICLR 2025] BitStack: Any-Size Compression of Large Language Models in Variable Memory Environments☆37Updated 7 months ago
- Official code of "StreamBP: Memory-Efficient Exact Backpropagation for Long Sequence Training of LLMs".☆70Updated 3 months ago
- FlagPerf is an open-source software platform for benchmarking AI chips.☆352Updated 2 months ago
- Deep Learning Deployment Framework: Supports tf/torch/trt/trtllm/vllm and other NN frameworks. Support dynamic batching, and streaming mo…☆167Updated 5 months ago
- [ICML 2025] "SepLLM: Accelerate Large Language Models by Compressing One Segment into One Separator"☆548Updated 2 months ago
- [Neurips 2025] R-KV: Redundancy-aware KV Cache Compression for Reasoning Models☆1,126Updated last month
- A toolkit for fine-tuning, inferencing, and evaluating GreenBitAI's LLMs.☆184Updated 2 months ago
- TVM Documentation in Chinese Simplified / TVM 中文文档☆2,447Updated last week
- [ICML 2025] Official PyTorch implementation of "FlatQuant: Flatness Matters for LLM Quantization"☆171Updated last week
- adds Sequence Parallelism into LLaMA-Factory☆567Updated 2 weeks ago
- 使用deepspeed从头开始训练一个LLM,经过pretrain和sft阶段,验证llm学习知识、理解语言、回答问题的能力☆156Updated 2 months ago
- A deployment, monitoring and autoscaling service towards serverless LLM serving.☆151Updated 2 weeks ago
- QQQ is an innovative and hardware-optimized W4A8 quantization solution for LLMs.☆141Updated last month
- [Arxiv] Discrete Diffusion in Large Language and Multimodal Models: A Survey☆301Updated last week