EvanCarlson

EvanCarlson's Stars

• R100001/Programming-Massively-Parallel-Processors

  Language:Cuda8321

• graviraja/MLOps-Basics

  Language:Jupyter Notebook6k1k

• mikex86/LibreCuda

  Language:C99439

• character-ai/prompt-poet

  Streamlines and simplifies prompt design for both developers and non-technical users with a low code approach.

  Language:Python90473

• kyegomez/BitNet

  Implementation of "BitNet: Scaling 1-bit Transformers for Large Language Models" in pytorch

  Language:Python1.7k150

• microsoft/LoRA

  Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

  Language:Python10.6k678

• pytorch-labs/gpt-fast

  Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.

  Language:Python5.6k512

• stas00/ml-engineering

  Machine Learning Engineering Open Book

  Language:Python11.5k702

• rasbt/LLMs-from-scratch

  Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step

  Language:Jupyter Notebook30.3k3.6k

• huggingface/cookbook

  Open-source AI cookbook

  Language:Jupyter Notebook1.7k234

• fastapi/full-stack-fastapi-template

  Full stack, modern web application template. Using FastAPI, React, SQLModel, PostgreSQL, Docker, GitHub Actions, automatic HTTPS and more.

  Language:TypeScript27.2k4.8k

• hackalog/make_better_defaults

  Improving your data science workflows with "make". A Pydata Global 2021 Talk

  Language:Python334

• qdrant/qdrant

  Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

  Language:Rust20.4k1.4k

• iusztinpaul/energy-forecasting

  🌀 𝗧𝗵𝗲 𝗙𝘂𝗹𝗹 𝗦𝘁𝗮𝗰𝗸 𝟳-𝗦𝘁𝗲𝗽𝘀 𝗠𝗟𝗢𝗽𝘀 𝗙𝗿𝗮𝗺𝗲𝘄𝗼𝗿𝗸 | 𝗟𝗲𝗮𝗿𝗻 𝗠𝗟𝗘 & 𝗠𝗟𝗢𝗽𝘀 for free by designing, building and deploying an end-to-end ML batch system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 2.5 𝘩𝘰𝘶𝘳𝘴 𝘰𝘧 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 & 𝘷𝘪𝘥𝘦𝘰 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴

  Language:Python869197

• arcee-ai/mergekit

  Tools for merging pretrained large language models.

  Language:Python4.8k434

• madd86/awesome-system-design

  A curated list of awesome System Design (A.K.A. Distributed Systems) resources.

  9.6k1.1k

• GoogleCloudPlatform/ml-design-patterns

  Source code accompanying O'Reilly book: Machine Learning Design Patterns

  Language:Jupyter Notebook1.9k532

• nomic-ai/gpt4all

  GPT4All: Run Local LLMs on Any Device. Open-source and available for commercial use.

  Language:C++70.4k7.7k

• huggingface/peft

  🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

  Language:Python16.3k1.6k

• mistralai/mistral-inference

  Official inference library for Mistral models

  Language:Jupyter Notebook9.7k858

• intel-analytics/ipex-llm

  Accelerate local LLM inference and finetuning (LLaMA, Mistral, ChatGLM, Qwen, Mixtral, Gemma, Phi, MiniCPM, Qwen-VL, MiniCPM-V, etc.) on Intel XPU (e.g., local PC with iGPU and NPU, discrete GPU such as Arc, Flex and Max); seamlessly integrate with llama.cpp, Ollama, HuggingFace, LangChain, LlamaIndex, vLLM, GraphRAG, DeepSpeed, Axolotl, etc

  Language:Python6.7k1.3k

• tmc/go-llama2

  Llama 2 inference in one file of pure Go

  Language:Python10411

• huggingface/candle

  Minimalist ML framework for Rust

  Language:Rust15.7k943

• huggingface/transfer-learning-conv-ai

  🦄 State-of-the-Art Conversational AI with Transfer Learning

  Language:Python1.7k432

• meta-llama/llama

  Inference code for Llama models

  Language:Python56.2k9.6k

• karpathy/minGPT

  A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

  Language:Python20.1k2.5k

• codertimo/BERT-pytorch

  Google AI 2018 BERT pytorch implementation

  Language:Python6.2k1.3k

• dvlab-research/LongLoRA

  Code and documents of LongLoRA and LongAlpaca (ICLR 2024 Oral)

  Language:Python2.6k274

• run-llama/modal_finetune_sql

  Language:Jupyter Notebook29448

• run-llama/llama-lab

  Language:Python1.4k170