Pinned Repositories
mmrazor
OpenMMLab Model Compression Toolbox and Benchmark.
awesome-attention-mechanism-in-cv
Awesome List of Attention Modules and Plug&Play Modules in Computer Vision
Awesome-LLM-Prune
Awesome list for LLM pruning.
Awesome-LLM-Quantization
Awesome list for LLM quantization
captcha.Pytorch
验证码识别比赛code,针对数字,大小写字母能达到97-99%的准确率
deep_sort_yolov3_pytorch
Replication of MOT project - DeepSort with attention blocks.
Pruner-Zero
Pruner-Zero: Evolving Symbolic Pruning Metric from scratch for LLMs
SimpleCVPaperReading
:smile:博客论文列表:分系列整理
SimpleCVReproduction
Replication of simple CV Projects including attention, classification, detection, keypoint detection, etc.
voc2007_for_yolo_torch
:punch: Prepare VOC format datasets for ultralytics/yolov3 & yolov5
pprp's Repositories
pprp/Awesome-LLM-Prune
Awesome list for LLM pruning.
pprp/captcha.Pytorch
验证码识别比赛code,针对数字,大小写字母能达到97-99%的准确率
pprp/Awesome-LLM-Quantization
Awesome list for LLM quantization
pprp/Pruner-Zero
Pruner-Zero: Evolving Symbolic Pruning Metric from scratch for LLMs
pprp/yolo_deep_sort_pytorch
attention, cbam, se
pprp/ClipLLM
Clipboard-Centric LLM conversation tools
pprp/simple_deep_sort
deep sort with yolov3. Modify darknet based yolov3 to pytorch based yolov3.
pprp/Awesome-LLM-Inference
📖A curated list of Awesome LLM Inference Paper with codes, TensorRT-LLM, vLLM, streaming-llm, AWQ, SmoothQuant, WINT8/4, Continuous Batching, FlashAttention, PagedAttention etc.
pprp/CleanStream
Local version of dclm
pprp/ClipLLM_Mac
pprp/LLM-Adapters
Code for our EMNLP 2023 Paper: "LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models"
pprp/pprp
pprp/AutoAWQ
AutoAWQ implements the AWQ algorithm for 4-bit quantization with a 2x speedup during inference. Documentation:
pprp/bark
🔊 Text-Prompted Generative Audio Model
pprp/BitDistiller
A novel QAT with Self-Distillation framework to enhance ultra low-bit LLMs.
pprp/corenet
CoreNet: A library for training deep neural networks
pprp/DiscoPOP
Code for Discovering Preference Optimization Algorithms with and for Large Language Models
pprp/EoH
Evolution of Heuristics
pprp/gpt-researcher
GPT based autonomous agent that does online comprehensive research on any given topic
pprp/helm
Holistic Evaluation of Language Models (HELM), a framework to increase the transparency of language models (https://arxiv.org/abs/2211.09110). This framework is also used to evaluate text-to-image models in Holistic Evaluation of Text-to-Image Models (HEIM) (https://arxiv.org/abs/2311.04287).
pprp/llama.cpp
LLM inference in C/C++
pprp/llm-awq
AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration
pprp/LLM-Pruner
[NeurIPS 2023] LLM-Pruner: On the Structural Pruning of Large Language Models. Support LLaMA, Llama-2, BLOOM, Vicuna, Baichuan, etc.
pprp/MyArxiv
pprp/pprp.github.io
Personal Academic Page for pprp
pprp/pykan
Kolmogorov Arnold Networks
pprp/qllm-eval
Code Repository of Evaluating Quantized Large Language Models
pprp/quanto
A pytorch Quantization Toolkit
pprp/Relative-importance-and-activation-pruning
pprp/Vary-toy
Official code implementation of Vary-toy (Small Language Model Meets with Reinforced Vision Vocabulary)