(ICML 2024) TrustLLM: Trustworthiness in Large Language Models
llmainlplarge-language-modelsnatural-language-processingbenchmarkevaluationtoolkitpypi-packagedatasettrustworthy-aitrustworthy-machine-learning- Python
02Обновлено 5 месяцев назад
🐳 Aurora is a [Chinese Version] MoE model. Aurora is a further work based on Mixtral-8x7B, which activates the chat capability of the model's Chinese open domain.
llmlarge-language-modelslanguage-modelgptfine-tuninglorainstruction-tuningqlorachinesemixtralmixtral-8x7bmixtral-8x7b-instruct- Python
01Обновлено 7 месяцев назад
An efficient, flexible and full-featured toolkit for fine-tuning large models (InternLM, Llama, Baichuan, Qwen, ChatGLM)
llmlarge-language-modelschatbotllamallama2agentpeftqwenconversational-aillavallm-trainingmixtralchatglmbaichuanchatglm2chatglm3internlmmsagentsupervised-finetuning- Python
01Обновлено 7 месяцев назад
The Security Toolkit for LLM Interactions
llmtransformerslarge-language-modelschatgptllmopsprompt-engineeringllm-securityadversarial-machine-learningprompt-injectionsecurity-tools- Python
01Обновлено 7 месяцев назад
Repository for organizing datasets and papers used in Open LLM.
01Обновлено 6 месяцев назад
: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.
pythonaimachine-learningtransformerslanguage-modelnlppytorchbertchatgptgenerative-aigpt-3large-language-modelsinformation-retrievalquestion-answeringsemantic-searchsquadsummarization- Python
01Обновлено 8 месяцев назад
Build Enterprise RAG (Retriver Augmented Generation) Pipelines to tackle various Generative AI use cases with LLM's by simply plugging componants like Lego pieces. This repo is intended for IBM Ecosystem partners.
- Jupyter Notebook
01Обновлено 7 месяцев назад
Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture.
llmlarge-language-modelsragretrieval-augmented-generationllm-inferencemicroservicegpu-accelerationnemotensorrttriton-inference-server- Python
01Обновлено 5 месяцев назад
Generalist and Lightweight Model for Named Entity Recognition (Extract any entity types from texts) @ NAACL 24
large-language-modelsnatural-language-processingnamed-entity-recognitioninformation-extractionprompt-tuning- Python
01Обновлено 5 месяцев назад
Paper collection on building and evaluating language model agents via executable language grounding
large-language-modelsagentreinforcement-learningtool-usecode-generationweb-groundingcomplex-reasoninglanguage-agentllm-roboticsneural-symbolic- Markdown
01Обновлено 7 месяцев назад
OpenChat: Advancing Open-source Language Models with Imperfect Data
- Python
01Обновлено 8 месяцев назад
Code for our EMNLP 2023 Paper: "LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models"
- Python
01Обновлено 7 месяцев назад
Unify Efficient Fine-tuning of 100+ LLMs
llmgptlanguage-modelagentbaichuanchatglmfine-tuninggenerative-aiinstruction-tuninglarge-language-modelsllamaloramistralmixture-of-expertspeftqloraquantizationqwenrlhftransformers- Python
01Обновлено 8 месяцев назад
- rnekrasov/
building-a-real-world-q-a-system-for-e-learning-using-lang-chain-end-to-end-llm-application
Designed and implemented a comprehensive question-and answer system for a real eLearning company using the Lang chain framework. This project utilized advanced technologies such as Google Maker suite, Hugging Face embeddings, and FAISS for efficient information retrieval
large-language-modelshugging-face-instructor-embeddingsfaiss-vector-databasegoogle-maker-suitegoogle-palmlang-chain-frameworklang-chain-retriever-qa-stream-lit- Python
00Обновлено 7 месяцев назад
InsTag: A Tool for Data Analysis in LLM Supervised Fine-tuning
00Обновлено 7 месяцев назад
LLM (Large Language Model) FineTuning
llmlarge-language-modelspytorchllama2gpt-3llm-inferencellm-servingllm-trainingopen-source-llmmistral-7bgpt3-turbollm-finetuning- Jupyter Notebook
00Обновлено 7 месяцев назад
Large-scale, Informative, and Diverse Multi-round Chat Data (and Models)
- Python
00Обновлено 6 месяцев назад
Papers on integrating large language models with embodied AI
00Обновлено 6 месяцев назад
Official implementation of BGPT @ ICLR 2024 paper "Meta Prompting for AI Systems" (https://arxiv.org/abs/2311.11482)
- Python
00Обновлено 6 месяцев назад
Drag & drop UI to build your customized LLM flow
- TypeScript
00Обновлено 5 месяцев назад
💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
pythonllmmachine-learningnlplarge-language-modelstransformerslanguage-modelragembeddingsvector-databasesemantic-searchretrieval-augmented-generationinformation-retrievalvector-searchneural-searchsearch-enginesearchvector-search-enginesentence-embeddingstxtai- Python
00Обновлено 5 месяцев назад
Voyage AI Official Python Library
- Python
00Обновлено 5 месяцев назад
OmniFusion — a multimodal model to communicate using text and images
- Python
00Обновлено 2 месяца назад
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
- Jupyter Notebook
00Обновлено 7 месяцев назад
An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.
- Python
00Обновлено 7 месяцев назад
LLM Maybe LongLM: Self-Extend LLM Context Window Without Tuning
- Python
00Обновлено 7 месяцев назад
Must-read Papers on LLM Agents.
llmnlplarge-language-modelsnatural-language-processingagentspromptenvironmentagentsurveysurveysawsome-listin-context-learninginstruction-followinginteractivemultiagent-systemspaper-listreview00Обновлено 7 месяцев назад
🪢 Open source LLM engineering platform. Observability, metrics, evals, prompt management 🍊YC W23 🤖 SDKs + integrations for Typescript, Python, OpenAI, Langchain, LlamaIndex, Litellm
llmtypescriptllamalarge-language-modelsgptopenainextjsmonitoringopen-sourcegenerative-aillmopsanalyticsobservabilitylangchaintailwindcssloggingllama-indexself-hostedt3-stackycombinator- TypeScript
00Обновлено 7 месяцев назад
RayLLM - LLMs on Ray
- Python
00Обновлено 7 месяцев назад
Providing enterprise-grade LLM-based development framework, tools, and fine-tuned models.
pythonmachine-learningaitransformerspytorchnlplarge-language-modelsbertquestion-answeringgenerative-airagembeddingsinformation-retrievalsemantic-searchretrieval-augmented-generationembedding-vectorsfaissmilvusparsing- Python
00Обновлено 7 месяцев назад