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User-friendly WebUI for LLMs (Formerly Ollama WebUI)
Augmentation pipeline for rendering synthetic paper printing, faxing, scanning and copy machine processes
Metric learning and retrieval pipelines, models and zoo.
Official implementation for the paper: "Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering""
[ICML 2024] This repository includes the official implementation of our paper "Rejuvenating image-GPT as Strong Visual Representation Learners"
A paper list of some recent Transformer-based CV works.
A high-throughput and memory-efficient inference and serving engine for LLMs
Code and documentation to train Stanford's Alpaca models, and generate the data.
Meditron is a suite of open-source medical Large Language Models (LLMs).
Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.
Master programming by recreating your favorite technologies from scratch.
Framework agnostic sliced/tiled inference + interactive ui + error analysis plots
This repository contains demos I made with the Transformers library by HuggingFace.
Tensorflow, Pytorch, Huggingface Transformer, Fastai, etc. tutorial Colab Notebooks.
Implementation of various data science techniques and research papers
🔍 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 d…
A guidance language for controlling large language models.
Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…
Data and code for "DocPrompting: Generating Code by Retrieving the Docs" @ICLR 2023
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling & Serving in one MLOps/LLMOps solution