steve-jarrett

llmops_assessments

LLM Use case validity checks: impact assessment, risk assessment, maturity assessment.

chat-langchainjs

💬 Chat with the LangChain JS/TS documentation, with sources. 💬

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

common-voice

Common Voice is part of Mozilla's initiative to help teach machines how real people speak.

googleapis

Public interface definitions of Google APIs.

GenerativeAIExamples

Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture.

HALOs

A library with extensible implementations of DPO, KTO, PPO, ORPO, and other human-aware loss functions (HALOs).

llama_index

LlamaIndex is a data framework for your LLM applications

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

dspy

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

aiconfig

AIConfig is a config-based framework to build generative AI applications.

model_search

awesome-AutoML

Curating a list of AutoML-related research, tools, projects and other resources

trl

Train transformer language models with reinforcement learning.

P-tuning-v2

An optimized deep prompt tuning strategy comparable to fine-tuning across scales and tasks

Awesome-LLMOps

An awesome & curated list of best LLMOps tools for developers

peft

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

LMFlow

An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.

ML-Papers-of-the-Week

🔥Highlighting the top ML papers every week.

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

spacy-llm

🦙 Integrating LLMs into structured NLP pipelines

zeno-build

Build, evaluate, understand, and fix LLM-based apps

JARVIS

JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf

Semi-Supervised-NMT-for-Sumerian-English

Exploring the Limits of Low-Resource Neural Machine Translation

annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

serge

A web interface for chatting with Alpaca through llama.cpp. Fully dockerized, with an easy to use API.

point-alpaca

stanford_alpaca

Code and documentation to train Stanford's Alpaca models, and generate the data.

mlops-with-vertex-ai

An end-to-end example of MLOps on Google Cloud using TensorFlow, TFX, and Vertex AI

kubernetes

Production-Grade Container Scheduling and Management