Projects in Awesome Lists tagged with llms

https://github.com/ollama/ollama

Get up and running with Llama 3.3, Mistral, Gemma 2, and other large language models.

gemma gemma2 go golang llama llama2 llama3 llava llm llms mistral ollama phi3

Last synced: 16 Dec 2024

https://github.com/microsoft/generative-ai-for-beginners

21 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

ai azure chatgpt dall-e generative-ai generativeai gpt language-model llms microsoft-for-beginners openai prompt-engineering semantic-search transformers

Last synced: 16 Dec 2024

https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-122979-leestott

21 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

ai azure chatgpt dall-e generative-ai generativeai gpt language-model llms openai prompt-engineering semantic-search transformers

Last synced: 28 Oct 2024

https://microsoft.github.io/generative-ai-for-beginners/

18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

ai azure chatgpt dall-e generative-ai generativeai gpt language-model llms openai prompt-engineering semantic-search transformers

Last synced: 01 Nov 2024

https://github.com/open-webui/open-webui

User-friendly AI Interface (Supports Ollama, OpenAI API, ...)

ai llm llm-ui llm-webui llms ollama ollama-webui open-webui openai rag self-hosted ui webui

Last synced: 16 Dec 2024

https://github.com/GokuMohandas/Made-With-ML

Learn how to design, develop, deploy and iterate on production-grade ML applications.

data-engineering data-quality data-science deep-learning distributed-ml distributed-training llms machine-learning mlops natural-language-processing python pytorch ray

Last synced: 27 Oct 2024

https://github.com/gokumohandas/made-with-ml

Learn how to design, develop, deploy and iterate on production-grade ML applications.

data-engineering data-quality data-science deep-learning distributed-ml distributed-training llms machine-learning mlops natural-language-processing python pytorch ray

Last synced: 16 Dec 2024

https://github.com/lc044/wechatmsg

提取微信聊天记录，将其导出成HTML、Word、Excel文档永久保存，对聊天记录进行分析生成年度聊天报告，用聊天数据训练专属于个人的AI聊天助手

chatgpt llms pyqt wechat

Last synced: 16 Dec 2024

https://github.com/crewaiinc/crewai

Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.

agents ai ai-agents llms

Last synced: 20 Dec 2024

https://github.com/tabbyml/tabby

Self-hosted AI coding assistant

ai codegen coding-assistant coding-language developer-experience developer-tools gen-ai ide llms

Last synced: 16 Dec 2024

https://github.com/microsoft/graphrag

A modular graph-based Retrieval-Augmented Generation (RAG) system

gpt gpt-4 gpt4 graphrag llm llms rag

Last synced: 16 Dec 2024

https://github.com/unslothai/unsloth

Finetune Llama 3.3, Mistral, Phi, Qwen 2.5 & Gemma LLMs 2-5x faster with 80% less memory

ai fine-tuning finetuning gemma gemma2 llama llama3 llm llms lora mistral phi3 qlora unsloth

Last synced: 16 Dec 2024

https://microsoft.github.io/graphrag/

A modular graph-based Retrieval-Augmented Generation (RAG) system

gpt gpt-4 gpt4 graphrag llm llms rag

Last synced: 29 Oct 2024

https://github.com/TabbyML/tabby

Self-hosted AI coding assistant

ai codegen coding-assistant coding-language developer-experience developer-tools gen-ai ide llms

Last synced: 29 Oct 2024

https://github.com/joaomdmoura/crewAI

Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.

agents ai ai-agents llms

Last synced: 04 Oct 2024

https://github.com/crewAIInc/crewAI

Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.

agents ai ai-agents llms

Last synced: 28 Oct 2024

https://github.com/LC044/WeChatMsg

提取微信聊天记录，将其导出成HTML、Word、CSV文档永久保存，对聊天记录进行分析生成年度聊天报告

chatgpt llms pyqt wechat

Last synced: 29 Oct 2024

https://github.com/transitive-bullshit/agentic

AI agent stdlib that works with any LLM and TypeScript AI SDK.

agents ai llms openai

Last synced: 16 Dec 2024

https://github.com/transitive-bullshit/chatgpt-api

AI agent stdlib that works with any LLM and TypeScript AI SDK.

agents ai llms openai

Last synced: 26 Nov 2024

https://github.com/microsoft/GraphRAG

A modular graph-based Retrieval-Augmented Generation (RAG) system

gpt gpt-4 gpt4 graphrag llm llms rag

Last synced: 20 Dec 2024

https://github.com/assafelovic/gpt-researcher

LLM based autonomous agent that conducts local and web research on any topic and generates a comprehensive report with citations.

agent ai automation llms openai python research search webscraping

Last synced: 16 Dec 2024

https://github.com/cinnamon/kotaemon

An open-source RAG-based tool for chatting with your documents.

chatbot llms open-source rag

Last synced: 16 Dec 2024

https://github.com/chroma-core/chroma

the AI-native open-source embedding database

document-retrieval embeddings llms

Last synced: 26 Oct 2024

https://github.com/eugeneyan/open-llms

📋 A list of open LLMs available for commercial use.

commercial large-language-models llm llms

Last synced: 05 Dec 2024

https://github.com/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

Last synced: 16 Dec 2024

https://github.com/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

Last synced: 30 Oct 2024

https://github.com/lightning-ai/lit-gpt

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

Last synced: 13 Dec 2024

https://github.com/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

Last synced: 16 Dec 2024

https://github.com/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

Last synced: 25 Oct 2024

https://github.com/cleanlab/cleanlab

The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

active-learning annotation data-centric-ai data-cleaning data-curation data-labeling data-profiling data-quality data-science data-validation dataops dataquality datasets exploratory-data-analysis labeling llms noisy-labels out-of-distribution-detection outlier-detection weak-supervision

Last synced: 17 Dec 2024

https://github.com/NirDiamant/RAG_Techniques

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and contextually rich responses.

ai langchain llama-index llm llms opeani python rag tutorials

Last synced: 20 Dec 2024

https://github.com/nirdiamant/rag_techniques

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and contextually rich responses.

ai langchain llama-index llm llms opeani python rag tutorials

Last synced: 17 Dec 2024

https://github.com/dottxt-ai/outlines

Structured Text Generation

cfg generative-ai json llms prompt-engineering regex structured-generation symbolic-ai

Last synced: 16 Dec 2024

https://github.com/dottxt-ai/outlines?tab=readme-ov-file

Structured Text Generation

cfg generative-ai json llms prompt-engineering regex structured-generation symbolic-ai

Last synced: 13 Nov 2024

https://github.com/OpenNMT/OpenNMT-py

Open Source Neural Machine Translation and (Large) Language Models in PyTorch

deep-learning language-model llms machine-translation neural-machine-translation pytorch

Last synced: 01 Nov 2024

https://github.com/opennmt/opennmt-py

Open Source Neural Machine Translation and (Large) Language Models in PyTorch

deep-learning language-model llms machine-translation neural-machine-translation pytorch

Last synced: 21 Dec 2024

https://github.com/amitness/learning

A log of things I'm learning

deep-learning generative-ai learning-resources llms machine-learning nlp python

Last synced: 17 Dec 2024

https://github.com/yihong0618/xiaogpt

Play ChatGPT and other LLM with Xiaomi AI Speaker

chatgpt llms python xiaomi

Last synced: 16 Dec 2024

https://github.com/portkey-ai/gateway

A Blazing Fast AI Gateway with integrated Guardrails. Route to 200+ LLMs, 50+ AI Guardrails with 1 fast & friendly API.

ai-gateway gateway generative-ai hacktoberfest langchain llama-index llmops llms openai prompt-engineering router

Last synced: 16 Dec 2024

https://github.com/simonw/llm

Access large language models from the command-line

ai llms openai

Last synced: 17 Dec 2024

https://github.com/InternLM/MindSearch

🔍 An LLM-based Multi-agent Framework of Web Search Engine (like Perplexity.ai Pro and SearchGPT)

ai-search-engine gpt llm llms multi-agent-systems perplexity-ai search searchgpt transformer web-search

Last synced: 13 Nov 2024

https://github.com/internlm/mindsearch

🔍 An LLM-based Multi-agent Framework of Web Search Engine (like Perplexity.ai Pro and SearchGPT)

ai-search-engine gpt llm llms multi-agent-systems perplexity-ai search searchgpt transformer web-search

Last synced: 17 Dec 2024

https://github.com/Portkey-AI/gateway

A Blazing Fast AI Gateway. Route to 200+ LLMs with 1 fast & friendly API.

ai-gateway gateway generative-ai langchain llama-index llmops llms openai prompt-engineering router

Last synced: 28 Oct 2024

https://github.com/nirdiamant/genai_agents

This repository provides tutorials and implementations for various Generative AI Agent techniques, from basic to advanced. It serves as a comprehensive guide for building intelligent, interactive AI systems.

agents ai genai langchain langgraph llm llms openai tutorials

Last synced: 15 Dec 2024

https://github.com/autogptq/autogptq

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

deep-learning inference large-language-models llms nlp pytorch quantization transformer transformers

Last synced: 16 Dec 2024

https://github.com/panqiwei/autogptq

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

deep-learning inference large-language-models llms nlp pytorch quantization transformer transformers

Last synced: 13 Dec 2024

https://github.com/AutoGPTQ/AutoGPTQ

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

deep-learning inference large-language-models llms nlp pytorch quantization transformer transformers

Last synced: 25 Oct 2024

https://github.com/lancedb/lance

Modern columnar data format for ML and LLMs implemented in Rust. Convert from parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, and PyTorch with more integrations coming..

apache-arrow computer-vision data-analysis data-analytics data-centric data-format data-science dataops deep-learning duckdb embeddings llms machine-learning mlops python rust

Last synced: 16 Dec 2024

https://github.com/linkedin/Liger-Kernel

Efficient Triton Kernels for LLM Training

finetuning gemma2 llama llama3 llm-training llms mistral phi3 triton triton-kernels

Last synced: 20 Dec 2024

https://github.com/linkedin/liger-kernel

Efficient Triton Kernels for LLM Training

finetuning gemma2 llama llama3 llm-training llms mistral phi3 triton triton-kernels

Last synced: 16 Dec 2024

https://github.com/ricklamers/gpt-code-ui

An open source implementation of OpenAI's ChatGPT Code interpreter

chatgpt gpt llms openai

Last synced: 19 Dec 2024

https://github.com/gofireflyio/aiac

Artificial Intelligence Infrastructure-as-Code Generator.

ai amazon-bedrock chatgpt iac llms ollama openai pulumi terraform

Last synced: 17 Dec 2024

https://github.com/moataz-elmesmary/data-science-roadmap

Data Science Roadmap from A to Z

big-data chatgpt cheatsheet cv-template data-analysis data-engineering data-science data-visualization deep-learning interview-questions linear-algebra llms machine-learning mathematics neural-network nlp probability python sql statistics

Last synced: 18 Dec 2024

https://github.com/Moataz-Elmesmary/Data-Science-Roadmap

Data Science Roadmap from A to Z

big-data chatgpt cheatsheet cv-template data-analysis data-engineering data-science data-visualization deep-learning interview-questions linear-algebra llms machine-learning mathematics neural-network nlp probability python sql statistics

Last synced: 29 Oct 2024

https://github.com/wdndev/llm_interview_note

主要记录大语言大模型（LLMs）算法（应用）工程师相关的知识及面试题

interview llm llm-interview llms

Last synced: 04 Dec 2024

https://github.com/iusztinpaul/hands-on-llms

🦖 𝗟𝗲𝗮𝗿𝗻 about 𝗟𝗟𝗠𝘀, 𝗟𝗟𝗠𝗢𝗽𝘀, and 𝘃𝗲𝗰𝘁𝗼𝗿 𝗗𝗕𝘀 for free by designing, training, and deploying a real-time financial advisor LLM system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 𝘷𝘪𝘥𝘦𝘰 & 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴

3-pipeline-design aws beam bytewax cicd comet-ml docker fine-tuning generative-ai huggingface langchain llmops llms mlops qdrant qlora streaming transformers

Last synced: 12 Dec 2024

https://github.com/gokumohandas/mlops-course

Learn how to design, develop, deploy and iterate on production-grade ML applications.

data-engineering data-quality data-science deep-learning distributed-ml llms machine-learning mlops natural-language-processing python pytorch ray

Last synced: 18 Dec 2024

https://github.com/GokuMohandas/mlops-course

Learn how to design, develop, deploy and iterate on production-grade ML applications.

data-engineering data-quality data-science deep-learning distributed-ml llms machine-learning mlops natural-language-processing python pytorch ray

Last synced: 30 Oct 2024

https://github.com/modelscope/data-juicer

A one-stop data processing system to make data higher-quality, juicier, and more digestible for (multimodal) LLMs! 🍎 🍋 🌽 ➡️ ➡️🍸 🍹 🍷为大模型提供更高质量、更丰富、更易”消化“的数据！

chinese data-analysis data-science data-visualization dataset gpt gpt-4 instruction-tuning large-language-models llama llava llm llms multi-modal nlp opendata pre-training pytorch sora streamlit

Last synced: 18 Dec 2024

https://github.com/hegelai/prompttools

Open-source tools for prompt testing and experimentation, with support for both LLMs (e.g. OpenAI, LLaMA) and vector databases (e.g. Chroma, Weaviate, LanceDB).

deep-learning developer-tools embeddings large-language-models llms machine-learning prompt-engineering python vector-search

Last synced: 17 Dec 2024

https://github.com/alan-ai/alan-sdk-web

Generative AI SDK for Web to create AI Agents for apps built with JavaScript, React, Angular, Vue, Ember, Electron

ai ai-assistant ai-chat ai-chat-bot conversational-ai custom-dataset enterprise explainable-ai generative-ai large-language-models llms low-code machine-learning nlp productivity question-answering text-ai voice-ai voice-ai-platform workflow

Last synced: 05 Dec 2024

https://github.com/xusenlinzy/api-for-open-llm

Openai style api for open large language models, using LLMs just as chatgpt! Support for LLaMA, LLaMA-2, BLOOM, Falcon, Baichuan, Qwen, Xverse, SqlCoder, CodeLLaMA, ChatGLM, ChatGLM2, ChatGLM3 etc. 开源大模型的统一后端接口

baichuan chatglm code-llama docker internlm langchain llama llama2 llms nlp openai qwen sqlcoder xverse

Last synced: 18 Dec 2024

https://github.com/cogentapps/chat-with-gpt

An open-source ChatGPT app with a voice

artificial-intelligence chat chatgpt chatgpt-api gpt-3 gpt-4 llm llms self-hosted speech-synthesis

Last synced: 19 Dec 2024

https://github.com/ianarawjo/ChainForge?tab=readme-ov-file

An open-source visual programming environment for battle-testing prompts to LLMs.

ai evaluation large-language-models llmops llms prompt-engineering

Last synced: 14 Nov 2024

https://github.com/ianarawjo/chainforge

An open-source visual programming environment for battle-testing prompts to LLMs.

ai evaluation large-language-models llmops llms prompt-engineering

Last synced: 17 Dec 2024

https://github.com/ianarawjo/ChainForge

An open-source visual programming environment for battle-testing prompts to LLMs.

ai evaluation large-language-models llmops llms prompt-engineering

Last synced: 30 Oct 2024

https://github.com/semanser/codel

✨ Fully autonomous AI Agent that can perform complicated tasks and projects using terminal, browser, and editor.

agent ai autonomous-agents bot devin llama2 llms ollama openai

Last synced: 20 Dec 2024

https://github.com/semanser/codel?tab=readme-ov-file

✨ Fully autonomous AI Agent that can perform complicated tasks and projects using terminal, browser, and editor.

agent ai autonomous-agents bot devin llama2 llms ollama openai

Last synced: 12 Nov 2024

https://github.com/ashishpatel26/llm-finetuning

LLM Finetuning with peft

falcon fine-tuning huggingface llama llama2 llm llms lora peft pytorch text-generation

Last synced: 19 Dec 2024

https://github.com/ashishpatel26/LLM-Finetuning

LLM Finetuning with peft

falcon fine-tuning huggingface llama llama2 llm llms lora peft pytorch text-generation

Last synced: 28 Oct 2024

https://github.com/refuel-ai/autolabel

Label, clean and enrich text datasets with LLMs.

anthropic-claude data-science gpt-4 huggingface-transformers langchain large-language-models llm llms machine-learning openai python

Last synced: 17 Dec 2024

https://github.com/purton-tech/bionicgpt

BionicGPT is an on-premise replacement for ChatGPT, offering the advantages of Generative AI while maintaining strict data confidentiality

architecture full-stack llmops llms rust

Last synced: 13 Dec 2024

https://github.com/bionic-gpt/bionic-gpt

BionicGPT is an on-premise replacement for ChatGPT, offering the advantages of Generative AI while maintaining strict data confidentiality

architecture full-stack llmops llms rust

Last synced: 04 Nov 2024

https://github.com/langchain-ai/langserve

LangServe 🦜️🏓

deployment fastapi langchain langchain-python llm llms

Last synced: 17 Dec 2024

https://github.com/cambrian-mllm/cambrian

Cambrian-1 is a family of multimodal LLMs with a vision-centric design.

chatbot clip computer-vision dino instruction-tuning large-language-models llms mllm multimodal-large-language-models representation-learning

Last synced: 19 Dec 2024

https://github.com/melih-unsal/demogpt

🤖 Everything you need to create an LLM Agent—tools, prompts, frameworks, and models—all in one place.

agent agents ai artificial-intelligence autogpt autonomous-agents chatgpt chatgpt-api demo gpt-4 gpt3-turbo langchain langchain-app langchain-python llama2 llms openai python streamlit streamlit-application

Last synced: 17 Dec 2024

https://github.com/ray-project/llm-applications

A comprehensive guide to building RAG-based LLM applications for production.

anyscale fine-tuning llama2 llms machine-learning openai ray serving

Last synced: 19 Dec 2024

https://github.com/browserbase/stagehand

An AI web browsing framework focused on simplicity and extensibility.

agents ai llms playwright puppeteer selenium

Last synced: 20 Dec 2024

https://github.com/melih-unsal/DemoGPT

🤖 Everything you need to create an LLM Agent—tools, prompts, frameworks, and models—all in one place.

agent agents ai artificial-intelligence autogpt autonomous-agents chatgpt chatgpt-api demo gpt-4 gpt3-turbo langchain langchain-app langchain-python llama2 llms openai python streamlit streamlit-application

Last synced: 06 Nov 2024

https://github.com/karthink/gptel

A simple LLM client for Emacs

chatgpt emacs llms org-mode

Last synced: 19 Dec 2024

https://github.com/dstackai/dstack

dstack is a lightweight, open-source alternative to Kubernetes & Slurm, simplifying AI container orchestration with multi-cloud & on-prem support. It natively supports NVIDIA, AMD, & TPU.

aws azure cloud fine-tuning gcp gpu k8s kubernetes llm-inference llm-training llmops llms machine-learning orchestration python training

Last synced: 18 Dec 2024

https://github.com/mattzcarey/code-review-gpt

Code review powered by LLMs (OpenAI GPT4, Sonnet 3.5) & Embeddings ⚡️ Improve code quality and catch bugs before you break production 🚀 Lives in your Github/GitLab/Azure DevOps CI

azure azure-devops chatgpt ci code-analysis code-quality code-review github gpt-3 gpt-4-turbo gpt4 huggingface langchain langchain-typescript llm llms openai opensource

Last synced: 17 Dec 2024

https://github.com/smallcloudai/refact

WebUI for Fine-Tuning and Self-hosting of Open-Source Large Language Models for Coding

ai autocompletion chat developer-tools devtools fine-tuning llama2 llms refactoring self-hosted starchat starcoder wizardlm

Last synced: 18 Dec 2024

https://github.com/trypromptly/LLMStack

No-code multi-agent framework to build LLM Agents, workflows and applications with your data

agents ai ai-agents-framework generative-ai llm-agents llm-chain llm-framework llmops llms no-code-ai platform

Last synced: 31 Oct 2024

https://github.com/squeezeailab/llmcompiler

[ICML 2024] LLMCompiler: An LLM Compiler for Parallel Function Calling

efficient-inference function-calling large-language-models llama llama2 llm llm-agent llm-agents llm-framework llms natural-language-processing nlp parallel-function-call transformer

Last synced: 19 Dec 2024

https://github.com/SqueezeAILab/LLMCompiler

[ICML 2024] LLMCompiler: An LLM Compiler for Parallel Function Calling

efficient-inference function-calling large-language-models llama llama2 llm llm-agent llm-agents llm-framework llms natural-language-processing nlp parallel-function-call transformer

Last synced: 08 Nov 2024

https://github.com/mintplex-labs/vector-admin

The universal tool suite for vector database management. Manage Pinecone, Chroma, Qdrant, Weaviate and more vector databases with ease.

ai ai-agents aitools chroma database-management document-retrieval embeddings flowise langchain langchain-js llms pinecone qdrant vector-data-management vector-database vector-database-embedding vector-search vectordatabase vectorspace weaviate

Last synced: 19 Dec 2024

https://github.com/getzep/graphiti

Build and query dynamic, temporally-aware Knowledge Graphs

agents graph llms rag

Last synced: 18 Dec 2024

https://github.com/coframe/coffee

Build and iterate on your UI 10x faster with AI - right from your own IDE ☕️

ai code-generation frontend generative-ai llms react ui-components

Last synced: 19 Dec 2024

https://github.com/reworkd/tarsier

Vision utilities for web interaction agents 👀

gpt4v llms ocr playwright pypi-package python selenium webscraping

Last synced: 17 Dec 2024

https://github.com/Coframe/coffee

Build and iterate on your UI 10x faster with AI - right from your own IDE ☕️

ai code-generation frontend generative-ai llms react ui-components

Last synced: 08 Nov 2024

https://github.com/b4rtaz/distributed-llama

Tensor parallelism is all you need. Run LLMs on an AI cluster at home using any device. Distribute the workload, divide RAM usage, and increase inference speed.

distributed-computing distributed-llm llama2 llama3 llm llm-inference llms neural-network open-llm