Pinned Repositories
3d-photo-inpainting
[CVPR 2020] 3D Photography using Context-aware Layered Depth Inpainting
DataAugmentationTF
Implementation of modern data augmentation techniques in TensorFlow 2.x to be used in your training pipeline.
debugNNwithWandB
Concepts Explored in/with Pytorch
deepimageinpainting
Deep Image Inpainting using UNET like Vanilla Autoencoder and Partial Convolution based Autoencoder.
interpretabilitycnn
Custom Keras Callbacks for Feature Visualization, Class Activation Map, Grad-CAM
LossLandscape
Explores the ideas presented in Deep Ensembles: A Loss Landscape Perspective (https://arxiv.org/abs/1912.02757) by Stanislav Fort, Huiyi Hu, and Balaji Lakshminarayanan.
neurips-llm-efficiency-challenge
Starter pack for NeurIPS LLM Efficiency Challenge 2023.
PaintingLight
Generating Digital Painting Lighting Effects via RGB-space Geometry (SIGGRAPH2020/TOG2020)
SwAV-TF
TensorFlow implementation of "Unsupervised Learning of Visual Features by Contrasting Cluster Assignments".
wandb2kaggle
Automatically upload the model saved as W&B Artifact to Kaggle Dataset.
ayulockin's Repositories
ayulockin/neurips-llm-efficiency-challenge
Starter pack for NeurIPS LLM Efficiency Challenge 2023.
ayulockin/debugNNwithWandB
Concepts Explored in/with Pytorch
ayulockin/llm-eval-sweep
A simple repository showcasing a few LLM Evaluation strategies and leverages W&B Sweeps to optimize the LLM system.
ayulockin/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.
ayulockin/T5-RLHF-TF
Implementation of Reinforcement Learning from Human Feedback for Summarization Task in TensorFlow
ayulockin/ayulockin
Pawan Kumar Portfolio
ayulockin/kaggle-asl
ayulockin/llm_recipes
A set of scripts and notebooks on LLM finetunning and dataset creation
ayulockin/llm-science-exam
ayulockin/lmql
A query language for programming (large) language models.
ayulockin/trlx
A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)
ayulockin/automated-essay-scoring
For a Kaggle competition: Learning Agency Lab - Automated Essay Scoring 2.0
ayulockin/ayulockin.github.io
Personal website of Ayush Thakur 👉
ayulockin/BEAT
A Large-Scale Semantic and Emotional Multi-Modal Dataset for Conversational Gestures Synthesis [ECCV 2022]
ayulockin/e2e-image-classification
An end-to-end image classification pipeline in TensorFlow done correctly. This is supplementary resource of TFUG Mumbai May Meetup.
ayulockin/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).
ayulockin/inspect_ai
Inspect: A framework for large language model evaluations
ayulockin/isic-24
ayulockin/llama_index
LlamaIndex (GPT Index) is a data framework for your LLM applications
ayulockin/llm_judge_llamaindex
Demo repository for llamaindex webinar (10/07/24)
ayulockin/llm_scratch
Exploring LLMs by implementing and understanding all the key components, perform experiments and optimize it.
ayulockin/lm-evaluation-harness
A framework for few-shot evaluation of autoregressive language models.
ayulockin/manim_projects
Fun manim based animations.
ayulockin/MixEval
The official evaluation suite and dynamic data release for MixEval.
ayulockin/nanoGPT-TF
Minimal implementation of GPT-2 in TensorFlow
ayulockin/odsc-yolo-e2e
Supplementary source code for our half day training session at ODSC 23 on end to end MLOps
ayulockin/pytorch-lightning
Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.
ayulockin/transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
ayulockin/wandb-addons
Weights & Biases Addons is a repository consisting of additional unitilities and community contributions for supercharging your Weights & Biases workflows.
ayulockin/wandb-cicd