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large-language-models x

73 search results found

Deeplearningexamples ⭐ 12,073

State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

Moss ⭐ 11,453

An open-source tool-augmented conversational language model from Fudan University

NeMo: a toolkit for conversational AI

Flexgen ⭐ 8,768

Running large language models on a single GPU for throughput-oriented scenarios.

Nebuly ⭐ 8,367

The user analytics platform for LLMs

Petals ⭐ 8,040

🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading

Deeplake ⭐ 7,689

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

Camel ⭐ 4,415

🐫 CAMEL: Communicative Agents for “Mind” Exploration of Large Language Model Society (NeruIPS'2023) https://www.camel-ai.org

Learn_prompting ⭐ 4,032

Prompt Engineering, Generative AI, and LLM Guide by Learn Prompting | Join our discord for the largest Prompt Engineering learning community

Marqo ⭐ 3,893

Unified embedding generation and search engine. Also available on cloud - cloud.marqo.ai

Autogptq ⭐ 3,637

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

Picogpt ⭐ 3,084

An unnecessarily tiny implementation of GPT-2 in NumPy.

Awesome Rlhf ⭐ 2,376

A curated list of reinforcement learning with human feedback resources (continually updated)

Prompttools ⭐ 2,112

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).

Easylm ⭐ 2,087

Large language models (LLMs) made easy, EasyLM is a one stop solution for pre-training, finetuning, evaluating and serving LLMs in JAX/Flax.

Ultrachat ⭐ 1,857

Large-scale, Informative, and Diverse Multi-round Chat Data (and Models)

Alpaca_eval ⭐ 899

An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.

An Open-sourced Knowledgable Large Language Model Framework.

The official implementation of “Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training”

Llama 2 Open Source Llm Cpu Inference ⭐ 712

Running Llama 2 and other Open-Source LLMs on CPU Inference Locally for Document Q&A

Get Things Done With Prompt Engineering And Langchain ⭐ 682

LangChain & Prompt Engineering tutorials on Large Language Models (LLMs) such as ChatGPT with custom data. Jupyter notebooks on loading and indexing data, creating prompt templates, CSV agents, and using retrieval QA chains to query the custom data. Projects for using a private LLM (Llama 2) for chat with PDF files, tweets sentiment analysis.

Alpaca_farm ⭐ 623

A simulation framework for RLHF and alternatives. Develop your RLHF method without collecting human data.

Awesome Timeseries Spatiotemporal Lm Llm ⭐ 541

A professional list on Large (Language) Models and Foundation Models (LLM, LM, FM) for Time Series, Spatiotemporal, and Event Data.

Starrysky ⭐ 468

精选了千余项目，包括机器学习、深度学习、NLP、GNN、推荐系统、生物医药、机器视觉、前后端开发等内 more than 1000 projects, including machine learning, deep learning, NLP, GNN, recommendation system, biomedicine, machine vision, etc. Let more excellent projects be discovered by people. Continue to update! Welcome to star!

Tinychatengine ⭐ 407

TinyChatEngine: On-Device LLM Inference Library

HugNLP is a unified and comprehensive NLP library based on HuggingFace Transformer. Please hugging for NLP now!😊

🦖 X—LLM: Cutting Edge & Easy LLM Finetuning

Assistants ⭐ 268

The ⭐️ Open Source Edge Assistants API allows you to build AI assistants within your own applications with your own models that run on the edge. 75% Cheaper & 23x Faster Assistants. Same API/SDK. Written in Rust

Interpretability for sequence generation models 🐛 🔍

Code, Dataset, and Pretrained Models for Audio and Speech Large Language Model "Listen, Think, and Understand".

Large Language Models for Time Series.

This repo contains evaluation code for the paper "MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI"

Atomgpt ⭐ 159

中英文预训练大模型，目标与ChatGPT的水平一致

Mindnlp ⭐ 145

Easy-to-use and high-performance NLP and LLM framework based on MindSpore, compatible with models and datasets of 🤗Huggingface.

Andromeda ⭐ 92

An all-new Language Model That Processes Ultra-Long Sequences of 100,000+ Ultra-Fast

Saturn accelerates the training of large-scale deep learning models with a novel joint optimization approach.

Awesome Llm Role Playing With Persona ⭐ 83

Awesome-llm-role-playing-with-persona: a curated list of resources for large language models for role-playing with assigned personas

Speechprompt ⭐ 80

**Interspeech 2022** 《SpeechPrompt: An Exploration of Prompt Tuning on Generative Spoken Language Model for Speech Processing Tasks》Speech processing with prompting paradigm

Rephrase And Respond ⭐ 77

Official repo of Respond-and-Respond: data, code, and evaluation

[AAAI 2024] Investigating the Effectiveness of Task-Agnostic Prefix Prompt for Instruction Following

Speechprompt V2 ⭐ 59

《SpeechPrompt v2: Prompt Tuning for Speech Classification Tasks》Speech processing with prompting paradigm

Alignmentsurvey ⭐ 59

AI Alignment: A Comprehensive Survey

Hashformers ⭐ 56

Hashformers is a framework for hashtag segmentation with Transformers and Large Language Models (LLMs).

Easydist ⭐ 55

Automated Parallelization System and Infrastructure for Multiple Ecosystems

An open-source conversational language model developed by the Knowledge Works Research Laboratory at Fudan University.

Finetuning Suite ⭐ 52

Finetune any model on HF in less than 30 seconds

Flipped Learning ⭐ 45

[ICLR 2023] Guess the Instruction! Flipped Learning Makes Language Models Stronger Zero-Shot Learners

Deepinception ⭐ 35

Source code for the paper "DeepInception: Hypnotize Large Language Model to Be Jailbreaker"

Augmented Interpretable Models ⭐ 35

Interpretable and efficient predictors using pre-trained language models. Scikit-learn compatible.

Finding semantically meaningful and accurate prompts.

Serving LLMs on heterogeneous decentralized clusters.

Tiny C++11 GPT-2 inference implementation from scratch

Dataaug4code ⭐ 27

Source Code Data Augmentation for Deep Learning: A Survey.

Your Personal AI Girlfriend

Graphbook ⭐ 24

Cerbrec Graphbook: The diagramming platform that allows data scientists to focus on model architecture

Hybridagi ⭐ 23

The Programmable Neuro-Symbolic AGI that lets you program its behavior using Graph-based Prompt Programming

Awesome Agi ⭐ 22

A curated list of amazing resources, papers, articles, and tools related to Artificial General Intelligence.

Ai Ml Notes ⭐ 20

A collection of AI/ML articles, guides and projects.

Kaleidoscope Sdk ⭐ 20

A user toolkit for analyzing and interfacing with Large Language Models (LLMs)

The official implementation of "CAME: Confidence-guided Adaptive Memory Optimization"

Awesome Llmops ⭐ 18

Awesome series for LLMOps

Matcha Agent ⭐ 16

Official implementation of Matcha-agent

Concept Based Demonstration Selection ⭐ 12

Offical code of the paper Large Language Models Are Implicitly Topic Models: Explaining and Finding Good Demonstrations for In-Context Learning.

Ml_guide ⭐ 11

One place to find variety of resources and a community of contributors, ML Guide is the perfect place to learn, build, and collaborate. Let's dive into the exciting world of machine learning together!

Speechgen ⭐ 10

《SpeechGen: Unlocking the Generative Power of Speech Language Models with Prompts》

[NeurIPS 2023] Multi-fidelity hyperparameter optimization with deep power laws that achieves state-of-the-art results across diverse benchmarks.

Deep Learning Paper ⭐ 9

These are papers that I read and reviewed related to NLP, CV, and Deep Learning 😉 You can check paper links and my reviews 😊

🦖 X—LLM: Simple & Cutting Edge LLM Finetuning

Logicguide ⭐ 8

Plug in and Play implementation of "Certified Reasoning with Language Models" that elevates model reasoning by 40%

Lightning Fpt ⭐ 8

Finetuning Pretrained Transformers with Lightning AI. Lightning FPT enables finetuning OpenLLaMA, Falcon, Pythia, and INCITE with Lit-LLaMA and Lit-GPT.

Minichatgpt ⭐ 7

annotated tutorial of the huggingface TRL repo for reinforcement learning from human feedback connecting equations from PPO and GAE to the lines of code in the pytorch implementation

Awesome Ml ⭐ 7

List of interesting links about ML Algorithms, Data Science, Network Analysis, and others.

Generative Api ⭐ 6

Generative APIs with Large Language Models for a Language User Interface for Android

Clinical Rule Analysis ⭐ 5

Analyzing clinical decision instruments through the lens of data and large language models.

Xllm Demo ⭐ 5

Demo project using XLLM

Machine Learning Toolbox 2

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