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CryptoAILab/Awesome-LM-SSP

A curated reading list for security, safety, and privacy of large language models (LLMs) and AI systems.

1.9K
Active
LLM Frameworks
Security Research
#adversarial-attacks#diffusion-models#jailbreak

nlpodyssey/spago

Self-contained Machine Learning and Natural Language Processing library in Go

1.9K
Experimental
Go
React
#authentication#natural-language-processing#machine-learning

deepset-ai/FARM

A powerful NLP library for transfer learning and building question answering systems.

1.8K
Archived
Python
LLM Frameworks
API Frameworks
PyTorch
#natural-language-processing#question-answering#transfer-learning

EgoAlpha/prompt-in-context-learning

Comprehensive resources for in-context learning and prompt engineering for large language models like ChatGPT and GPT-3.

1.7K
Active
Jupyter Notebook
LLM Frameworks
Agents & Orchestration
Jupyter Notebook
#chatgpt#in-context-learning#prompt-engineering

charent/ChatLM-mini-Chinese

An open-source Chinese conversational AI model with tools for fine-tuning and optimizing the model for downstream tasks.

1.7K
Archived
Python
LLM Frameworks
Fine-tuning
Python
#chatbot#language-model#text-generation

swark-io/swark

Automatically generate architecture diagrams from code using large language models (LLMs).

1.6K
Experimental
TypeScript
AI Design-to-Code
Charts & Visualization
TypeScript
#architecture#diagram-generation#llm

parthsarthi03/raptor

The official implementation of RAPTOR, a framework for Recursive Abstractive Processing for Tree-Organized Retrieval.

1.6K
Archived
Python
LLM Frameworks
RAG & Vector
Python
#agents#clustering#framework

lyuchenyang/Macaw-LLM

Macaw-LLM is a multi-modal language modeling framework that integrates image, video, audio, and text data.

1.6K
Archived
Python
LLM Frameworks
Computer Vision
PyTorch
#multi-modal-learning#deep-learning#natural-language-processing

RWKV/rwkv.cpp

An efficient C++ implementation of the RWKV language model for fast CPU inference on various bit-width quantizations.

1.6K
Experimental
C++
LLM Frameworks
Inference
#language-model#llm#quantization

huggingface/pytorch-openai-transformer-lm

A PyTorch implementation of OpenAI's pre-trained transformer language model for fine-tuning and inference.

1.5K
Archived
Python
LLM Frameworks
API Frameworks
PyTorch
#language-model#neural-networks#openai

ymcui/Chinese-ELECTRA

Pre-trained Chinese ELECTRA language model for natural language processing tasks.

1.4K
Experimental
Python
LLM Frameworks
API Frameworks
PyTorch
#nlp#language-model#pre-trained-model

elicit/machine-learning-list

A curriculum for learning about foundation models, from scratch to the frontier for AI-focused developers.

1.4K
Stable
LLM Frameworks
Tutorials & Courses
React
#artificial-intelligence#language-model#machine-learning

helallao/perplexity-ai

Unofficial API wrapper for Perplexity.ai with a web interface for generating Perplexity AI accounts

1.4K
Active
Python
LLM Wrappers & SDKs
API Clients & Testing
Python
#chatgpt#gpt#language-model

amzxyz/RIME-LMDG

A comprehensive toolkit for Rime, a popular open-source input method engine, focused on language models, dictionaries, and grammar.

1.4K
Active
Python
CLI Tools
Authentication
#input-method#dictionary#grammar

bupticybee/ChineseAiDungeonChatGPT

An open-source Chinese AI dungeon game that uses the OpenAI ChatGPT API for storytelling.

1.4K
Archived
Python
LLM Frameworks
LLM Wrappers & SDKs
Python
#ai#chatgpt#gpt-3

SKTBrain/KoBERT

Korean BERT pre-trained model for natural language processing tasks in the Korean language.

1.4K
Experimental
Python
LLM Frameworks
API Frameworks
PyTorch
#bert#korean-nlp#language-model

explosion/spacy-transformers

Use pre-trained transformer models like BERT, GPT-2, and XLNet in the spaCy NLP library.

1.4K
Stable
Python
LLM Wrappers & SDKs
API Frameworks
spaCy
#natural-language-processing#transformers#bert

RahulSChand/gpu_poor

A JavaScript tool for calculating token/s and GPU memory requirements for large language models like LLaMa.

1.4K
Archived
JavaScript
LLM Frameworks
CLI Tools
#llm#gpu#quantization

zjunlp/KnowLM

An open-source framework for building knowledgeable large language models with fine-tuning capabilities.

1.4K
Archived
Python
LLM Frameworks
Fine-tuning
PyTorch
#large-language-model#instruction-following#instruction-tuning

JonasGeiping/cramming

A library that helps developers train BERT-type language models with limited compute resources.

1.4K
Archived
Python
LLM Frameworks
Fine-tuning
Python
#language-model#bert#fine-tuning
1235

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