large-language-models

There are 226 repositories under large-language-models topic.

binary-husky / gpt_academic
为GPT/GLM等LLM大语言模型提供实用化交互接口，特别优化论文阅读/润色/写作体验，模块化设计，支持自定义快捷按钮&函数插件，支持Python和C++等项目剖析&自译解功能，PDF/LaTex论文翻译&总结功能，支持并行问询多种LLM模型，支持chatglm3等本地模型。接入通义千问, deepseekcoder, 讯飞星火, 文心一言, llama2, rwkv, claude2, moss等。
academic chatglm-6b chatgpt gpt-4 large-language-models
Language:Python 58272
mlabonne / llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
course large-language-models llm machine-learning roadmap
Language:Jupyter Notebook 29789
FlowiseAI / Flowise
Drag & drop UI to build your customized LLM flow
artificial-intelligence chatgpt large-language-models llm low-code no-code javascript react typescript
Language:TypeScript 25204
LLaMA-Factory
hiyouga / LLaMA-Factory
Unify Efficient Fine-Tuning of 100+ LLMs
fine-tuning language-model llama llm peft transformers rlhf qlora quantization chatglm qwen instruction-tuning mistral gpt lora large-language-models agent ai moe llama3
Language:Python 22132
langflow-ai / langflow
⛓️ Langflow is a dynamic graph where each node is an executable unit. Its modular and interactive design fosters rapid experimentation and prototyping, pushing hard on the limits of creativity.
langchain react-flow chatgpt large-language-models
Language:JavaScript 17805
Chinese-LLaMA-Alpaca
ymcui / Chinese-LLaMA-Alpaca
中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs)
alpaca alpaca-2 large-language-models llama llama-2 llm lora nlp plm pre-trained-language-models quantization
Language:Python 17537
LLMs-from-scratch
rasbt / LLMs-from-scratch
Implementing a ChatGPT-like LLM from scratch, step by step
chatgpt gpt large-language-models llm python pytorch
Language:Jupyter Notebook 16373
THUDM / ChatGLM2-6B
ChatGLM2-6B: An Open Bilingual Chat LLM | 开源双语对话语言模型
chatglm chatglm-6b large-language-models llm
Language:Python 15541
haystack
deepset-ai / haystack
:mag: LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.
nlp question-answering bert language-model pytorch semantic-search squad information-retrieval summarization transformers machine-learning ai python chatgpt gpt-3 large-language-models generative-ai
Language:Python 13865
NVIDIA / DeepLearningExamples
State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.
computer-vision deep-learning drug-discovery forecasting large-language-models mxnet nlp paddlepaddle pytorch recommender-systems speech-recognition speech-synthesis tensorflow tensorflow2 translation
Language:Jupyter Notebook 12692
OpenMOSS / MOSS
An open-source tool-augmented conversational language model from Fudan University
chatgpt deep-learning dialogue-systems large-language-models natural-language-processing text-generation
Language:Python 11821
AI4Finance-Foundation / FinGPT
FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.
chatgpt finance fintech large-language-models machine-learning nlp prompt-engineering pytorch reinforcement-learning robo-advisor sentiment-analysis technical-analysis fingpt
Language:Jupyter Notebook 11624
QwenLM / Qwen
The official repo of Qwen (通义千问) chat & pretrained large language model proposed by Alibaba Cloud.
chinese large-language-models natural-language-processing flash-attention llm pretrained-models
Language:Python 11427
open-llms
eugeneyan / open-llms
📋 A list of open LLMs available for commercial use.
commercial large-language-models llm llms
10265
NVIDIA / NeMo
A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech)
machine-translation speaker-recognition asr tts generative-ai multimodal deeplearning neural-networks speaker-diariazation speech-translation speech-synthesis large-language-models
Language:Python 10206
stas00 / ml-engineering
Machine Learning Engineering Open Book
pytorch slurm large-language-models llm machine-learning scalability transformers machine-learning-engineering mlops ai
Language:Python 9906
ggerganov / ggml
Tensor library for machine learning
automatic-differentiation large-language-models machine-learning tensor-algebra
Language:C 9865
BradyFU / Awesome-Multimodal-Large-Language-Models
:sparkles::sparkles:Latest Papers and Datasets on Multimodal Large Language Models, and Their Evaluation.
instruction-tuning instruction-following large-vision-language-model visual-instruction-tuning multi-modality in-context-learning large-language-models large-vision-language-models multimodal-chain-of-thought multimodal-in-context-learning multimodal-instruction-tuning multimodal-large-language-models visual-chain-of-thought visual-in-context-learning chain-of-thought
9371
FMInference / FlexGen
Running large language models on a single GPU for throughput-oriented scenarios.
deep-learning gpt-3 high-throughput large-language-models machine-learning offloading opt
Language:Python 9025
RUCAIBox / LLMSurvey
The official GitHub page for the survey paper "A Survey of Large Language Models".
chain-of-thought chatgpt in-context-learning instruction-tuning large-language-models llm llms natural-language-processing pre-trained-language-models pre-training rlhf
Language:Python 8987
NVIDIA / Megatron-LM
Ongoing research training transformer models at scale
large-language-models model-para transformers
Language:Python 8797
bigscience-workshop / petals
🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading
bloom chatbot deep-learning distributed-systems falcon gpt guanaco language-models large-language-models llama llama2 machine-learning neural-networks nlp pipeline-parallelism pretrained-models pytorch tensor-parallelism transformer volunteer-computing
Language:Python 8730
Mooler0410 / LLMsPracticalGuide
A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)
large-language-models natural-language-processing nlp survey
8706
nebuly-ai / nebuly
The user analytics platform for LLMs
ai analytics artificial-intelligence deeplearning large-language-models llm
Language:Python 8363
activeloopai / deeplake
Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stream data in real-time to PyTorch/TensorFlow. https://activeloop.ai
datasets deep-learning machine-learning data-science pytorch tensorflow data-version-control python ai ml mlops computer-vision cv image-processing datalake langchain llm large-language-models vector-database vector-search
Language:Python 7749
Yi
01-ai / Yi
A series of large language models trained from scratch by developers @01-ai
large-language-models
Language:Python 7239
txtai
neuml / txtai
💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
python search machine-learning nlp semantic-search neural-search vector-search txtai llm vector-database language-model transformers sentence-embeddings large-language-models information-retrieval search-engine vector-search-engine embeddings retrieval-augmented-generation rag
Language:Python 7095
SJTU-IPADS / PowerInfer
High-speed Large Language Model Serving on PCs with Consumer-grade GPUs
bamboo-7b falcon large-language-models llama llm llm-inference local-inference
Language:C++ 7001
Chinese-LLaMA-Alpaca-2
ymcui / Chinese-LLaMA-Alpaca-2
中文LLaMA-2 & Alpaca-2大模型二期项目 + 64K超长上下文模型 (Chinese LLaMA-2 & Alpaca-2 LLMs with 64K long context models)
alpaca llama llm llama-2 large-language-models nlp alpaca-2 flash-attention llama2 alpaca2 64k yarn rlhf
Language:Python 6908
Lightning-AI / litgpt
Pretrain, finetune, deploy 20+ LLMs on your own data. Uses state-of-the-art techniques: flash attention, FSDP, 4-bit, LoRA, and more.
ai artificial-intelligence deep-learning large-language-models llm llm-inference llms
Language:Python 6831
GreyDGL / PentestGPT
A GPT-empowered penetration testing tool
penetration-testing python large-language-models llm
Language:Python 6451
baichuan-inc / Baichuan-7B
A large-scale 7B pretraining language model developed by BaiChuan-Inc.
artificial-intelligence ceval chatgpt chinese gpt-4 huggingface large-language-models llama mmlu natural-language-processing
Language:Python 5646
WooooDyy / LLM-Agent-Paper-List
The paper list of the 86-page paper "The Rise and Potential of Large Language Model Based Agents: A Survey" by Zhiheng Xi et al.
agent large-language-models llm nlp survey
5391
MineDojo / Voyager
An Open-Ended Embodied Agent with Large Language Models
large-language-models embodied-learning open-ended-learning minecraft
Language:JavaScript 5196
imoneoi / openchat
OpenChat: Advancing Open-source Language Models with Imperfect Data
large-language-models open-source transformers
Language:Python 4990
steven2358 / awesome-generative-ai
A curated list of modern Generative Artificial Intelligence projects and services
ai artificial-intelligence awesome awesome-list generative-ai generative-art large-language-models llm
4912

large-language-models

binary-husky / gpt_academic

mlabonne / llm-course

FlowiseAI / Flowise

hiyouga / LLaMA-Factory

langflow-ai / langflow

ymcui / Chinese-LLaMA-Alpaca

rasbt / LLMs-from-scratch

THUDM / ChatGLM2-6B

deepset-ai / haystack

NVIDIA / DeepLearningExamples

OpenMOSS / MOSS

AI4Finance-Foundation / FinGPT

QwenLM / Qwen

eugeneyan / open-llms

NVIDIA / NeMo

stas00 / ml-engineering

ggerganov / ggml

BradyFU / Awesome-Multimodal-Large-Language-Models

FMInference / FlexGen

RUCAIBox / LLMSurvey

NVIDIA / Megatron-LM

bigscience-workshop / petals

Mooler0410 / LLMsPracticalGuide

nebuly-ai / nebuly

activeloopai / deeplake

01-ai / Yi

neuml / txtai

SJTU-IPADS / PowerInfer

ymcui / Chinese-LLaMA-Alpaca-2

Lightning-AI / litgpt

GreyDGL / PentestGPT

baichuan-inc / Baichuan-7B

WooooDyy / LLM-Agent-Paper-List

MineDojo / Voyager

imoneoi / openchat

steven2358 / awesome-generative-ai