Qcompiler / MIXQ
MIXQ: Taming Dynamic Outliers in Mixed-Precision Quantization by Online Prediction
☆88Updated 6 months ago
Alternatives and similar repositories for MIXQ:
Users that are interested in MIXQ are comparing it to the libraries listed below
- Support mixed-precsion inference with vllm☆83Updated 3 months ago
- An acceleration library that supports arbitrary bit-width combinatorial quantization operations☆223Updated 7 months ago
- [ICML 2025 Spotlight] ShadowKV: KV Cache in Shadows for High-Throughput Long-Context LLM Inference☆174Updated last week
- Mixed precision inference by Tensorrt-LLM☆79Updated 6 months ago
- [COLM 2024] TriForce: Lossless Acceleration of Long Sequence Generation with Hierarchical Speculative Decoding☆248Updated 8 months ago
- [ICLR 2025🔥] SVD-LLM & [NAACL 2025🔥] SVD-LLM V2☆201Updated last month
- ☆106Updated 4 years ago
- Build CUDA Neural Network From Scratch☆18Updated 8 months ago
- SQuant [ICLR22]☆131Updated 2 years ago
- Official Implementation of "Accel-GNN: High-Performance GPU Accelerator Design for Graph Neural Networks"☆50Updated last month
- Official implementation of "MaxK-GNN: Extremely Fast GPU Kernel Design for Accelerating Graph Neural Networks Training"☆38Updated last year
- The framework to prune LLMs to any size and any config.☆92Updated last year
- Higher performance OpenAI LLM service than vLLM serve: A pure C++ high-performance OpenAI LLM service implemented with GPRS+TensorRT-LLM+…☆133Updated this week
- [ECCV 2024] Efficient Inference of Vision Instruction-Following Models with Elastic Cache☆42Updated 9 months ago
- A deployment, monitoring and autoscaling service towards serverless LLM serving.☆151Updated this week
- official implementation of paper SDP4Bit: Toward 4-bit Communication Quantization in Sharded Data Parallelism for LLM Training☆36Updated 4 months ago
- Unified KV Cache Compression Methods for Auto-Regressive Models☆1,051Updated 4 months ago
- FlagPerf is an open-source software platform for benchmarking AI chips.☆331Updated 3 months ago
- APOLLO: SGD-like Memory, AdamW-level Performance☆212Updated 2 weeks ago
- This is the official code repository of MoTCoder: Elevating Large Language Models with Modular of Thought for Challenging Programming Tas…☆80Updated last month
- A highly optimized LLM inference acceleration engine for Llama and its variants.☆884Updated this week
- ☆96Updated 3 years ago
- This tool(enhance_long) aims to enhance the LlaMa2 long context extrapolation capability in the lowest-cost approach, preferably without …☆45Updated last year
- RobustFT: Robust Supervised Fine-tuning for Large Language Models under Noisy Response☆40Updated 4 months ago
- This is a repo for my NanoGPT Pytorch2.0 Implementation when torch2.0 released soon, faster and simpler, a good tutorial learning GPT.☆52Updated last year
- 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☆152Updated 9 months ago
- Code Repository of Evaluating Quantized Large Language Models☆123Updated 8 months ago
- [ACL 2024] A novel QAT with Self-Distillation framework to enhance ultra low-bit LLMs.☆111Updated 11 months ago
- Official PyTorch implementation of "FlatQuant: Flatness Matters for LLM Quantization"☆124Updated last month
- SeerAttention: Learning Intrinsic Sparse Attention in Your LLMs☆97Updated this week