Habib Mrad's repositories
ABigSurveyOfLLMs
A collection of 150+ surveys on LLMs
anthropic-cookbook
A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.
anthropics-courses
Anthropic's educational courses
anything-llm
The all-in-one Desktop & Docker AI application with full RAG and AI Agent capabilities.
chainlit
Build Conversational AI in minutes ⚡️
Efficient-LLMs-Survey
[TMLR 2024] Efficient Large Language Models: A Survey
generative-ai-on-aws
Generative AI on AWS
guardrails
Adding guardrails to large language models.
guidance
A guidance language for controlling large language models.
Hands-On-Large-Language-Models
Official code repo for the O'Reilly Book - "Hands-On Large Language Models"
helm
Holistic Evaluation of Language Models (HELM), a framework to increase the transparency of language models (https://arxiv.org/abs/2211.09110). This framework is also used to evaluate text-to-image models in Holistic Evaluation of Text-to-Image Models (HEIM) (https://arxiv.org/abs/2311.04287).
Hugging-Face---NLP-course
The Hugging Face course on Transformers
litellm
Python SDK, Proxy Server to call 100+ LLM APIs using the OpenAI format - [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, HuggingFace, Replicate, Groq]
llama_index
LlamaIndex is a data framework for your LLM applications
llm
Access large language models from the command-line
LLMs-from-scratch
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
LLMSurvey
The official GitHub page for the survey paper "A Survey of Large Language Models".
LMFlow
An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.
mlflow
Open source platform for the machine learning lifecycle
moshi
Moshi is a speech-text foundation model and full-duplex spoken dialogue framework. It uses Mimi, a state-of-the-art streaming neural audio codec.
ollama
Get up and running with Llama 3.1, Mistral, Gemma 2, and other large language models.
openai-python
The official Python library for the OpenAI API
outlines
Structured Text Generation
promptbench
A unified evaluation framework for large language models
pyannote-audio
Neural building blocks for speaker diarization: speech activity detection, speaker change detection, overlapped speech detection, speaker embedding
pytorch-image-models
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
Qwen2.5-Coder
Qwen2.5-Coder is the code version of Qwen2.5, the large language model series developed by Qwen team, Alibaba Cloud.