large-language-models

There are 282 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 large-language-models gpt-4
Language:Python 65363
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 38659
LLaMA-Factory
hiyouga / LLaMA-Factory
Unified Efficient Fine-Tuning of 100+ LLMs (ACL 2024)
agent ai chatglm fine-tuning gpt instruction-tuning language-model large-language-models llama llama3 llm lora mistral moe peft qlora quantization qwen rlhf transformers
Language:Python 33592
langflow
langflow-ai / langflow
Langflow is a low-code app builder for RAG and multi-agent AI applications. It’s Python-based and agnostic to any model, API, or database.
react-flow chatgpt large-language-models generative-ai
Language:Python 33200
Flowise
FlowiseAI / Flowise
Drag & drop UI to build your customized LLM flow
artificial-intelligence chatgpt large-language-models low-code no-code javascript react typescript langchain llamaindex openai rag chatbot workflow-automation hacktoberfest
Language:TypeScript 31095
LLMs-from-scratch
rasbt / LLMs-from-scratch
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
chatgpt gpt large-language-models llm python pytorch
Language:Jupyter Notebook 30497
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)
llm plm pre-trained-language-models alpaca llama nlp quantization large-language-models lora alpaca-2 llama-2
Language:Python 18343
haystack
deepset-ai / haystack
:mag: AI 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.
ai bert chatgpt generative-ai gpt-3 information-retrieval language-model large-language-models llm machine-learning nlp python pytorch question-answering rag retrieval-augmented-generation semantic-search squad summarization transformers
Language:Python 17491
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 15709
AI4Finance-Foundation / FinGPT
FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.
chatgpt finance fingpt fintech large-language-models machine-learning nlp prompt-engineering pytorch reinforcement-learning robo-advisor sentiment-analysis technical-analysis
Language:Jupyter Notebook 13953
QwenLM / Qwen
The official repo of Qwen (通义千问) chat & pretrained large language model proposed by Alibaba Cloud.
chinese flash-attention large-language-models llm natural-language-processing pretrained-models
Language:Python 13903
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 13507
storm
stanford-oval / storm
An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.
emnlp2024 knowledge-curation large-language-models naacl nlp report-generation retrieval-augmented-generation
Language:Python 13143
BradyFU / Awesome-Multimodal-Large-Language-Models
:sparkles::sparkles:Latest Advances on Multimodal Large Language Models
chain-of-thought in-context-learning instruction-following instruction-tuning large-language-models large-vision-language-model large-vision-language-models multi-modality multimodal-chain-of-thought multimodal-in-context-learning multimodal-instruction-tuning multimodal-large-language-models visual-instruction-tuning
12450
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)
asr deeplearning generative-ai large-language-models machine-translation multimodal neural-networks speaker-diariazation speaker-recognition speech-synthesis speech-translation tts
Language:Python 12016
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 11945
stas00 / ml-engineering
Machine Learning Engineering Open Book
ai large-language-models llm machine-learning machine-learning-engineering mlops pytorch scalability slurm transformers
Language:Python 11556
ggerganov / ggml
Tensor library for machine learning
automatic-differentiation large-language-models machine-learning tensor-algebra
Language:C++ 11136
open-llms
eugeneyan / open-llms
📋 A list of open LLMs available for commercial use.
commercial large-language-models llm llms
11133
Lightning-AI / litgpt
20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.
ai artificial-intelligence deep-learning large-language-models llm llm-inference llms
Language:Python 10537
NVIDIA / Megatron-LM
Ongoing research training transformer models at scale
large-language-models model-para transformers
Language:Python 10447
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 10315
Mooler0410 / LLMsPracticalGuide
A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)
large-language-models natural-language-processing nlp survey
9444
bigscience-workshop / petals
🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading
bloom deep-learning distributed-systems language-models large-language-models machine-learning neural-networks pytorch volunteer-computing pipeline-parallelism tensor-parallelism guanaco llama chatbot gpt transformer nlp pretrained-models falcon mixtral
Language:Python 9206
FMInference / FlexLLMGen
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 9181
txtai
neuml / txtai
💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
embeddings information-retrieval language-model large-language-models llm machine-learning neural-search nlp python rag retrieval-augmented-generation search search-engine semantic-search sentence-embeddings transformers txtai vector-database vector-search vector-search-engine
Language:Python 9134
aishwaryanr / awesome-generative-ai-guide
A one stop repository for generative AI research updates, interview resources, notebooks and much more!
awesome awesome-list generative-ai interview-questions large-language-models llms notebook-jupyter vision-and-language
8859
nebuly-ai / optimate
A collection of libraries to optimise AI model performances
ai analytics artificial-intelligence deeplearning large-language-models llm
Language:Python 8373
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
ai computer-vision cv data-science datalake datasets deep-learning image-processing langchain large-language-models llm machine-learning ml mlops multi-modal python pytorch tensorflow vector-database vector-search
Language:Python 8127
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++ 7947
Yi
01-ai / Yi
A series of large language models trained from scratch by developers @01-ai
large-language-models
Language:Jupyter Notebook 7669
GreyDGL / PentestGPT
A GPT-empowered penetration testing tool
large-language-models llm penetration-testing python
Language:Python 7176
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)
64k alpaca alpaca-2 alpaca2 flash-attention large-language-models llama llama-2 llama2 llm nlp rlhf yarn
Language:Python 7084
HKUDS / LightRAG
"LightRAG: Simple and Fast Retrieval-Augmented Generation"
genai gpt gpt-4 graphrag knowledge-graph large-language-models llm rag retrieval-augmented-generation
Language:Python 6918
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
6722
langfuse
langfuse / langfuse
🪢 Open source LLM engineering platform: LLM Observability, metrics, evals, prompt management, playground, datasets. Integrates with LlamaIndex, Langchain, OpenAI SDK, LiteLLM, and more. 🍊YC W23
analytics llm llmops gpt large-language-models openai self-hosted ycombinator monitoring observability open-source langchain llama-index evaluation prompt-engineering prompt-management playground llm-evaluation llm-observability hacktoberfest
Language:TypeScript 6226