Sourab Mangrulkar (pacman100)

pacman100

Geek Repo

Company:Amazon

Location:🇮🇳

Home Page:https://pacman100.github.io/

Twitter:@sourab_m

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Sourab Mangrulkar's repositories

LLM-Workshop

LLM Workshop by Sourab Mangrulkar

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openhathi_instruct

This repository contains the code for dataset curation and finetuning of instruct variant of the Bilingual OpenHathi model. The resulting model is meant to follow instructions and chat in Hindi and Hinglish.

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mlc-llm

Enable everyone to develop, optimize and deploy AI models natively on everyone's devices.

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acm_winter_school_gen_ai

Code for the hands-on projects for the students attending the ACM India Winter School 2023

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devika

Devika is an Agentic AI Software Engineer that can understand high-level human instructions, break them down into steps, research relevant information, and write code to achieve the given objective. Devika aims to be a competitive open-source alternative to Devin by Cognition AI.

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accelerate

🚀 A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision

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blog

Public repo for HF blog posts

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gpt-fast

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

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llama-recipes

Examples and recipes for Llama 2 model

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peft-dreambooth-ui

An UI for Dreambooth training and inference using PEFT - Minimal, Easy to use and Adaptable.

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twinny

The most no-nonsense locally hosted (or API hosted) AI code completion plugin for Visual Studio Code, like GitHub Copilot but 100% free and 100% private.

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bitsandbytes

8-bit CUDA functions for PyTorch

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chat-ui

Open source codebase powering the HuggingChat app

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DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

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hf_fsdp

A very basic fsdp wrapper for HF.

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huggingface-vscode

Code completion VSCode extension for OSS models

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llama-mistral

Inference code for Mistral and Mixtral hacked up into original Llama implementation

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llama.cpp

LLM inference in C/C++

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llama2.c

Inference Llama 2 in one file of pure C

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llm.c

LLM training in simple, raw C/CUDA

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minbpe

Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.

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trl

Train transformer language models with reinforcement learning.

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