Shamane Siri's repositories
BERT-like-is-All-You-Need
The code for our INTERSPEECH 2020 paper - Jointly Fine-Tuning "BERT-like'" Self Supervised Models to Improve Multimodal Speech Emotion Recognition
Self-Supervised-Embedding-Fusion-Transformer
The code for our IEEE ACCESS (2020) paper Multimodal Emotion Recognition with Transformer-Based Self Supervised Feature Fusion.
VUSFA-Variational-Universal-Successor-Features-Approximator
This repository contains implementations of the paper VUSFA
Target-Driven-Visual-Navigation-A3C-USF-LSTM
Added the LSTM node prior to the policy and the USF apprximation
llm-autoeval
Automatically evaluate your LLMs in Google Colab
SummarizeMe-Digital-Journal
Weakly-supervised BART-based autobiographical text summarization model.
LLM-Continual-Learning-Papers
Must-read Papers on Large Language Model (LLM) Continual Learning
sementic-search-with-PEFT
Semantic Search with PEFT and Transformers
alignment-handbook
Robust recipes to align language models with human and AI preferences
Awesome-LLM-Compression
Awesome LLM compression research papers and tools.
Awesome-LLMs-Pruning
Awesome LLM pruning papers all-in-one repository with integrating all useful resources and insights.
awsome-distributed-training
Collection of best practices, reference architectures, model training examples and utilities to train large models on AWS.
BlockMerge_Gradient
Merge Transformers language models by use of gradient parameters.
checkpoint-upload
This is to upload-small-checkpoints
databricks-test
This is to check the file import from github to databricks
Domain-Specific-IR
Information retrieval improved by a lot over the last year specially with pretrained language models. But the main bottleneck is scarcity of domain specific QA pairs.
e17-4yp-Large-Language-Models-in-Education
The project targets to explore the use of Large Language models in education and develop an intelligent tutor.
examples
repository of example scripts, notebooks, projects
Megatron-LM
Ongoing research training transformer models at scale
mlops-zoomcamp
Free MLOps course from DataTalks.Club
peft
🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
pygaggle
a gaggle of deep neural architectures for text ranking and question answering, designed for Pyserini
RAG-end2end-datasets
Datasets used in RAG-end2end repositories.
ReAtt
Retrieval as Attention
ROUGE-score-stat
this is a repo that calculate the statistical significant between ROUGE scores
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
VQ-Rec
[WWW'23] PyTorch implementation for "Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders".
VR-comfort
Contains the data cleaning and model development code.