smilelite

smilelite's Stars

• showlab/Awesome-MLLM-Hallucination

  📖 A curated list of resources dedicated to hallucination of multimodal large language models (MLLM).

  39010

• PKU-Alignment/safe-rlhf

  Safe RLHF: Constrained Value Alignment via Safe Reinforcement Learning from Human Feedback

  Language:Python1.3k119

• trotsky1997/MathBlackBox

  Language:Python50661

• hsiehjackson/RULER

  This repo contains the source code for RULER: What’s the Real Context Size of Your Long-Context Language Models?

  Language:Python60739

• MozerWang/Loong

  [EMNLP 2024 Main]Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA

  Language:Python713

• Xnhyacinth/Awesome-LLM-Long-Context-Modeling

  📰 Must-read papers and blogs on LLM based Long Context Modeling 🔥

  87034

• TIGER-AI-Lab/LongICLBench

  Code and Data for "Long-context LLMs Struggle with Long In-context Learning"

  Language:Python884

• THUDM/LongAlign

  [EMNLP 2024] LongAlign: A Recipe for Long Context Alignment of LLMs

  Language:Python20013

• DefTruth/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.

  2.6k175

• 2noise/ChatTTS

  A generative speech model for daily dialogue.

  Language:Python31.2k3.4k

• zhuzilin/ring-flash-attention

  Ring attention implementation with flash attention

  Language:Python54642

• feifeibear/long-context-attention

  USP: Unified (a.k.a. Hybrid, 2D) Sequence Parallel Attention for Long Context Transformers Model Training and Inference

  Language:Python32220

• NVIDIA/Megatron-LM

  Ongoing research training transformer models at scale

  Language:Python10.2k2.3k

• jzhang38/EasyContext

  Memory optimization and training recipes to extrapolate language models' context length to 1 million tokens, with minimal hardware.

  Language:Python62142

• huggingface/alignment-handbook

  Robust recipes to align language models with human and AI preferences

  Language:Python4.5k393

• vllm-project/vllm

  A high-throughput and memory-efficient inference and serving engine for LLMs

  Language:Python27.9k4.1k

• hpcaitech/ColossalAI

  Making large AI models cheaper, faster and more accessible

  Language:Python38.7k4.3k

• infinigence/LVEval

  Repository of LV-Eval Benchmark

  Language:Python454

• InternLM/InternLM

  Official release of InternLM2.5 base and chat models. 1M context support

  Language:Python6.3k441

• owenliang/qwen-vllm

  通义千问VLLM推理部署DEMO

  Language:Python41859

• wuhy68/Parameter-Efficient-MoE

  Parameter-Efficient Sparsity Crafting From Dense to Mixture-of-Experts for Instruction Tuning on General Tasks

  Language:Python12518

• HIT-SCIR/Chinese-Mixtral-8x7B

  中文Mixtral-8x7B（Chinese-Mixtral-8x7B）

  Language:Python64032

• hiyouga/LLaMA-Factory

  Efficiently Fine-Tune 100+ LLMs in WebUI (ACL 2024)

  Language:Python31.9k3.9k

• modelscope/ms-swift

  Use PEFT or Full-parameter to finetune 350+ LLMs or 90+ MLLMs. (LLM: Qwen2.5, Llama3.2, GLM4, Internlm2.5, Yi1.5, Mistral, Baichuan2, DeepSeek, Gemma2, ...; MLLM: Qwen2-VL, Qwen2-Audio, Llama3.2-Vision, Llava, InternVL2, MiniCPM-V-2.6, GLM4v, Xcomposer2.5, Yi-VL, DeepSeek-VL, Phi3.5-Vision, ...)

  Language:Python3.7k315

• jquesnelle/yarn

  YaRN: Efficient Context Window Extension of Large Language Models

  Language:Python1.3k115

• HKUNLP/ChunkLlama

  [ICML'24] Data and code for our paper "Training-Free Long-Context Scaling of Large Language Models"

  Language:Python34118

• HqWu-HITCS/Awesome-Chinese-LLM

  整理开源的中文大语言模型，以规模较小、可私有化部署、训练成本较低的模型为主，包括底座模型，垂直领域微调及应用，数据集与教程等。

  15.2k1.4k

• jackaduma/awesome_LLMs_interview_notes

  LLMs interview notes and answers:该仓库主要记录大模型（LLMs）算法工程师相关的面试题和参考答案

  1.1k253

• amusi/CVPR2024-Papers-with-Code

  CVPR 2024 论文和开源项目合集

  17.9k2.6k

• HCIILAB/Scene-Text-Recognition-Recommendations

  Papers, Datasets, Algorithms, SOTA for STR. Long-time Maintaining

  Language:Python31937