nmad (Ltrack)

Ltrack

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professional-programming

A collection of learning resources for curious software engineers

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HuggingFaceModelDownloader

Simple go utility to download HuggingFace Models and Datasets

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kb16_rev2_vial_fw

compiled firmware for doio's kb16 rev2 (aka megalodon trip knob macropad)

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system-design-101

Explain complex systems using visuals and simple terms. Help you prepare for system design interviews.

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streaming-llm

[ICLR 2024] Efficient Streaming Language Models with Attention Sinks

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dspy

DSPy: The framework for programming—not prompting—foundation models

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CTranslate2

Fast inference engine for Transformer models

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llm_qlora

Fine-tuning LLMs using QLoRA

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adversarial-prompts

Curation of prompts that are known to be adversarial to large language models

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donut

Official Implementation of OCR-free Document Understanding Transformer (Donut) and Synthetic Document Generator (SynthDoG), ECCV 2022

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open_llama

OpenLLaMA, a permissively licensed open source reproduction of Meta AI’s LLaMA 7B trained on the RedPajama dataset

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awesome-llm-json

Resource list for generating JSON using LLMs via function calling, tools, CFG. Libraries, Models, Notebooks, etc.

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chatbot-injections-exploits

ChatBot Injection and Exploit Examples: A Curated List of Prompt Engineer Commands - ChatGPT

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DeepSpeedExamples

Example models using DeepSpeed

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segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

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segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

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Prompt-Engineering-Guide

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

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guardrails

Adding guardrails to large language models.

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chatgpt-retrieval-plugin

The ChatGPT Retrieval Plugin lets you easily find personal or work documents by asking questions in natural language.

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makemore

An autoregressive character-level language model for making more things

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whisperX

WhisperX: Automatic Speech Recognition with Word-level Timestamps (& Diarization)

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tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

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PaddleSeg

Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image Matting, 3D Segmentation, etc.

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unetr_plus_plus

[IEEE TMI-2024] UNETR++: Delving into Efficient and Accurate 3D Medical Image Segmentation

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einops

Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)

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