Prathamesh Saraf's starred repositories

llama.cpp

LLM inference in C/C++

txtai

💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows

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axolotl

Go ahead and axolotl questions

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silero-models

Silero Models: pre-trained speech-to-text, text-to-speech and text-enhancement models made embarrassingly simple

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fastapi-users

Ready-to-use and customizable users management for FastAPI

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llmware

Unified framework for building enterprise RAG pipelines with small, specialized models

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cognita

RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry

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pipecat

Open Source framework for voice and multimodal conversational AI

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xTuring

Build, customize and control you own LLMs. From data pre-processing to fine-tuning, xTuring provides an easy way to personalize open-source LLMs. Join our discord community: https://discord.gg/TgHXuSJEk6

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instill-core

🔮 Instill Core is a full-stack AI infrastructure tool for data, model and pipeline orchestration, designed to streamline every aspect of building versatile AI-first applications

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Phi-3CookBook

This is a Phi-3 book for getting started with Phi-3. Phi-3, a family of open AI models developed by Microsoft. Phi-3 models are the most capable and cost-effective small language models (SLMs) available, outperforming models of the same size and next size up across a variety of language, reasoning, coding, and math benchmarks.

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tts-generation-webui

TTS Generation Web UI (Bark, MusicGen + AudioGen, Tortoise, RVC, Vocos, Demucs, SeamlessM4T, MAGNet, StyleTTS2, MMS)

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evolution-strategies-starter

Code for the paper "Evolution Strategies as a Scalable Alternative to Reinforcement Learning"

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finBERT

Financial Sentiment Analysis with BERT

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knowledge_graph

Convert any text to a graph of knowledge. This can be used for Graph Augmented Generation or Knowledge Graph based QnA

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mPLUG-DocOwl

mPLUG-DocOwl: Modularized Multimodal Large Language Model for Document Understanding

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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

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repeng

A library for making RepE control vectors

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One-Shot-Object-Detection

Implementation of One-Shot Object Detection with Co-Attention and Co-Excitation in Pytorch

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pytorch-es

Evolution Strategies in PyTorch

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fastapi-sso

FastAPI plugin to enable SSO to most common providers (such as Facebook login, Google login and login via Microsoft Office 365 Account)

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evostra

A fast Evolution Strategy implementation in Python

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os2d

OS2D: One-Stage One-Shot Object Detection by Matching Anchor Features

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cuda-repo

From zero to hero CUDA for accelerating maths and machine learning on GPU.

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fastapi-sso-example

FastAPI SSO example with various providers

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Evolution-Strategies-PyTorch

Implementation of OpenAI's Evolution Strategies in PyTorch.

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evolution_strategies_openai

implementation of "Evolution Strategies as a Scalable Alternative to Reinforcement Learning" OpenAI paper

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