ayulockin

neurips-llm-efficiency-challenge

Starter pack for NeurIPS LLM Efficiency Challenge 2023.

debugNNwithWandB

Concepts Explored in/with Pytorch

kagglerecipes

Helpful data preprocessing, training, and visualisation code and scripts for a range of Kaggle competitions, supported by Weights & Biases.

llm-eval-sweep

A simple repository showcasing a few LLM Evaluation strategies and leverages W&B Sweeps to optimize the LLM system.

lit-gpt

Hackable implementation of state-of-the-art open-source LLMs based on nanoGPT. Supports flash attention, 4-bit and 8-bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.

T5-RLHF-TF

Implementation of Reinforcement Learning from Human Feedback for Summarization Task in TensorFlow

ayulockin

Pawan Kumar Portfolio

kaggle-asl

llm_recipes

A set of scripts and notebooks on LLM finetunning and dataset creation

TF-MSN

Implementation of Masked Siamese Networks for Label-Efficient Learning (https://arxiv.org/abs/2204.07141) in TensorFlow.

HF-RL-Course

My exploration and exploitation of HF-RL-Course

llm-science-exam

lmql

A query language for programming (large) language models.

trlx

A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)

ayulockin.github.io

Personal website of Ayush Thakur 👉

BEAT

A Large-Scale Semantic and Emotional Multi-Modal Dataset for Conversational Gestures Synthesis [ECCV 2022]

cheese

Used for adaptive human in the loop evaluation of language and embedding models.

fashion-mnist-keras

Trying to push the accuracy on FashionMNIST dataset without using pre-trained weights and by training for 20 epochs only.

helm

Holistic Evaluation of Language Models (HELM), a framework to increase the transparency of language models (https://arxiv.org/abs/2211.09110). This framework is also used to evaluate text-to-image models in Holistic Evaluation of Text-to-Image Models (HEIM) (https://arxiv.org/abs/2311.04287).

llama_index

LlamaIndex (GPT Index) is a data framework for your LLM applications

llm_judge_llamaindex

Demo repository for llamaindex webinar (10/07/24)

lm-evaluation-harness

A framework for few-shot evaluation of autoregressive language models.

manim_projects

Fun manim based animations.

MixEval

The official evaluation suite and dynamic data release for MixEval.

nanoGPT-TF

Minimal implementation of GPT-2 in TensorFlow

odsc-yolo-e2e

Supplementary source code for our half day training session at ODSC 23 on end to end MLOps

pytorch-lightning

Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.

transformers

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

wandb-addons

Weights & Biases Addons is a repository consisting of additional unitilities and community contributions for supercharging your Weights & Biases workflows.

wandb-cicd