amritap-ef

amritap-ef's Stars

• callmesora/llmops-python-package

  Kickstart your LLMOps initiative with a flexible, robust, and productive Python package.

  Language:Python26527

• mem0ai/mem0

  The Memory layer for your AI apps

  Language:Python23.5k2.2k

• huggingface/smol-course

  A course on aligning smol models.

  Language:Jupyter Notebook3.5k1.1k

• saharmor/voice-lab

  Testing and evaluation framework for voice agents

  Language:Python756

• microsoft/TinyTroupe

  LLM-powered multiagent persona simulation for imagination enhancement and business insights.

  Language:Python5.1k391

• fixie-ai/ultravox

  A fast multimodal LLM for real-time voice

  Language:Python1.7k116

• rasbt/LLMs-from-scratch

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

  Language:Jupyter Notebook36.1k4.5k

• SylphAI-Inc/LLM-engineer-handbook

  A curated list of Large Language Model resources, covering model training, serving, fine-tuning, and building LLM applications.

  2.4k281

• NirDiamant/Prompt_Engineering

  This repository offers a comprehensive collection of tutorials and implementations for Prompt Engineering techniques, ranging from fundamental concepts to advanced strategies. It serves as an essential resource for mastering the art of effectively communicating with and leveraging large language models in AI applications.

  Language:Jupyter Notebook2.3k234

• PacktPublishing/LLM-Engineers-Handbook

  The LLM's practical guide: From the fundamentals to deploying advanced LLM and RAG apps to AWS using LLMOps best practices

  Language:Python2.2k366

• janhq/ichigo

  Local realtime voice AI

  Language:Python2.1k110

• faridrashidi/kaggle-solutions

  🏅 Collection of Kaggle Solutions and Ideas 🏅

  Language:HTML5k1.9k

• zml/zml

  Any model. Any hardware. Zero compromise. Built with @ziglang / @openxla / MLIR / @bazelbuild

  Language:Zig1.7k64

• huggingface/candle

  Minimalist ML framework for Rust

  Language:Rust16.1k986

• NousResearch/Hermes-Function-Calling

  Language:Jupyter Notebook75897

• sunny2309/llamaindex_tutorials

  LlamaIndex Tutorials

  Language:Jupyter Notebook91

• zion-king/ai-summer-of-code

  4 weeks of hands-on technical training in Large Language Models and Generative AI engineering.

  Language:Jupyter Notebook4514

• andysingal/LLMops

  purpose of this repo is to Implement LLMOPs as shared in Deeplearning AI course

  Language:Jupyter Notebook81

• distantmagic/llmops-handbook

  Practical and advanced guide to LLMOps. It provides a solid understanding of large language models’ general concepts, deployment techniques, and software engineering practices. (work in progress)

  Language:CSS545

• dstackai/dstack

  dstack is a lightweight, open-source alternative to Kubernetes & Slurm, simplifying AI container orchestration with multi-cloud & on-prem support. It natively supports NVIDIA, AMD, & TPU.

  Language:Python1.6k162

• decodingml/llm-twin-course

  🤖 𝗟𝗲𝗮𝗿𝗻 for 𝗳𝗿𝗲𝗲 how to 𝗯𝘂𝗶𝗹𝗱 an end-to-end 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻-𝗿𝗲𝗮𝗱𝘆 𝗟𝗟𝗠 & 𝗥𝗔𝗚 𝘀𝘆𝘀𝘁𝗲𝗺 using 𝗟𝗟𝗠𝗢𝗽𝘀 best practices: ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 12 𝘩𝘢𝘯𝘥𝘴-𝘰𝘯 𝘭𝘦𝘴𝘴𝘰𝘯𝘴

  Language:Python3.1k505

• sarthakrastogi/quality-prompts

  Language:Python71647

• fmind/mlops-python-package

  Kickstart your MLOps initiative with a flexible, robust, and productive Python package.

  Language:Jupyter Notebook887134

• awslabs/agent-evaluation

  A generative AI-powered framework for testing virtual agents.

  Language:Python13321

• awslabs/data-on-eks

  DoEKS is a tool to build, deploy and scale Data & ML Platforms on Amazon EKS

  Language:HCL681231

• Cenrax/FinetuningPhi3ForFunctionalToken

  In this project, I have finetuned a model for directly predicting a functional token using the OctopusV2 paper

  Language:Jupyter Notebook71

• davanstrien/haiku-dpo

  Using open source LLMs to build synthetic datasets for direct preference optimization

  Language:Jupyter Notebook456

• Arize-ai/phoenix

  AI Observability & Evaluation

  Language:Jupyter Notebook4.4k324

• guardrails-ai/guardrails

  Adding guardrails to large language models.

  Language:Python4.3k329

• aws/fmeval

  Foundation Model Evaluations Library

  Language:Python21847