SylvanLiu

SylvanLiu's Stars

• ggerganov/llama.cpp

  LLM inference in C/C++

  Language:C++70.2k5594.3k10.1k

• lutzroeder/netron

  Visualizer for neural network, deep learning and machine learning models

  Language:JavaScript29k3071.2k2.8k

• Vision-CAIR/MiniGPT-4

  Open-sourced codes for MiniGPT-4 and MiniGPT-v2 (https://minigpt-4.github.io, https://minigpt-v2.github.io/)

  Language:Python25.5k2184692.9k

• haotian-liu/LLaVA

  [NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.

  Language:Python21k1581.6k2.3k

• BradyFU/Awesome-Multimodal-Large-Language-Models

  :sparkles::sparkles:Latest Advances on Multimodal Large Language Models

  13.4k259129848

• OpenBMB/MiniCPM-V

  MiniCPM-V 2.6: A GPT-4V Level MLLM for Single Image, Multi Image and Video on Your Phone

  Language:Python13k107615910

• artidoro/qlora

  QLoRA: Efficient Finetuning of Quantized LLMs

  Language:Jupyter Notebook10.1k85250827

• NVIDIA/TensorRT-LLM

  TensorRT-LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and build TensorRT engines that contain state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs. TensorRT-LLM also contains components to create Python and C++ runtimes that execute those TensorRT engines.

  Language:C++9.1k972.1k1k

• facebookresearch/xformers

  Hackable and optimized Transformers building blocks, supporting a composable construction.

  Language:Python8.9k77581635

• onnx/models

  A collection of pre-trained, state-of-the-art models in the ONNX format

  Language:Jupyter Notebook8.1k1893931.4k

• SJTU-IPADS/PowerInfer

  High-speed Large Language Model Serving on PCs with Consumer-grade GPUs

  Language:C++8k78172418

• yangjianxin1/Firefly

  Firefly: 大模型训练工具，支持训练Qwen2.5、Qwen2、Yi1.5、Phi-3、Llama3、Gemma、MiniCPM、Yi、Deepseek、Orion、Xverse、Mixtral-8x7B、Zephyr、Mistral、Baichuan2、Llma2、Llama、Qwen、Baichuan、ChatGLM2、InternLM、Ziya2、Vicuna、Bloom等大模型

  Language:Python6k54281533

• AutoGPTQ/AutoGPTQ

  An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.

  Language:Python4.6k31474491

• NExT-GPT/NExT-GPT

  Code and models for NExT-GPT: Any-to-Any Multimodal Large Language Model

  Language:Python3.4k60108344

• LLaVA-VL/LLaVA-NeXT

  Language:Python3.2k37340282

• straight-tamago/misakaX

  iOS /iPadOS 16.0 - 18.0 / 18.1 beta 4, An ultimate customization tool, uilitizing the bug that makes TrollRestore possible.

  3.1k4040194

• PhoebusSi/Alpaca-CoT

  We unified the interfaces of instruction-tuning data (e.g., CoT data), multiple LLMs and parameter-efficient methods (e.g., lora, p-tuning) together for easy use. We welcome open-source enthusiasts to initiate any meaningful PR on this repo and integrate as many LLM related technologies as possible. 我们打造了方便研究人员上手和使用大模型等微调平台，我们欢迎开源爱好者发起任何有意义的pr！

  Language:Jupyter Notebook2.7k35100249

• Kyle-Ye/XcodeLLMEligible

  Language:Shell2.6k1866149

• haoheliu/AudioLDM

  AudioLDM: Generate speech, sound effects, music and beyond, with text.

  Language:Python2.5k42110227

• HarderThenHarder/transformers_tasks

  ⭐️ NLP Algorithms with transformers lib. Supporting Text-Classification, Text-Generation, Information-Extraction, Text-Matching, RLHF, SFT etc.

  Language:Jupyter Notebook2.2k1789394

• casper-hansen/AutoAWQ

  AutoAWQ implements the AWQ algorithm for 4-bit quantization with a 2x speedup during inference. Documentation:

  Language:Python1.9k15429228

• GAIR-NLP/O1-Journey

  O1 Replication Journey: A Strategic Progress Report – Part I

  1.8k351555

• digital-standard/ThreeDPoseUnityBarracuda

  Unity sample of 3D pose estimation using Barracuda

  Language:C#1.5k4345278

• Toyhom/Chinese-medical-dialogue-data

  Chinese medical dialogue data 中文医疗对话数据集

  Language:Python1.3k209253

• NiuTrans/Classical-Modern

  非常全的文言文（古文）-现代文平行语料

  Language:Python1.2k1415280

• kakaobrain/coyo-dataset

  COYO-700M: Large-scale Image-Text Pair Dataset

  Language:Python1.2k151638

• SimpleBerry/LLaMA-O1

  Large Reasoning Models

  Language:Python761192543

• google-research/long-range-arena

  Long Range Arena for Benchmarking Efficient Transformers

  Language:Python738245482

• shuxueslpi/chatGLM-6B-QLoRA

  使用peft库，对chatGLM-6B/chatGLM2-6B实现4bit的QLoRA高效微调，并做lora model和base model的merge及4bit的量化（quantize）。

  Language:Python35665046

• YuxiXie/MCTS-DPO

  This is the repository that contains the source code for the Self-Evaluation Guided MCTS for online DPO.

  Language:Jupyter Notebook2581527