Pinned Repositories
awesome-deep-neuroevolution
A collection of Deep Neuroevolution resources or evolutionary algorithms applying in Deep Learning (constantly updating)
awesome-rl-nlp
Curated Reinforcement Learning Resources for Natural Language Processing
course-nlp
A Code-First Introduction to NLP course
detr
End-to-End Object Detection with Transformers
differential-privacy
Google's differential privacy library.
dm_control
DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.
Lyme-Disease-classification-using-Inception-V3
Reinforcement-Learning-1
Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning
the-incredible-pytorch
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
tokneizer_training_sentencepiece
StephennFernandes's Repositories
StephennFernandes/tokneizer_training_sentencepiece
StephennFernandes/ULCA-asr-dataset-corpus
StephennFernandes/t5x_cuda
A working t5x repo thats executable on nvidia GPUs. compatible to pretrain models on 2 A6000 #note: designed for personal usage, use on your own caution
StephennFernandes/attention_sinks
Extend existing LLMs way beyond the original training length with constant memory usage, without retraining
StephennFernandes/cdn-up-and-running
CDN Up and Running - Building a CDN from Scratch to Learn about CDN, Nginx, Lua, Prometheus, Grafana, Load balancing, and Containers.
StephennFernandes/conformer
PyTorch implementation of "Conformer: Convolution-augmented Transformer for Speech Recognition" (INTERSPEECH 2020)
StephennFernandes/deepspeed-test
Testing the DeepSpeed integration in Trainer and Accelerate
StephennFernandes/dora-from-scratch
LoRA and DoRA from Scratch Implementations
StephennFernandes/FastAPI-template
Feature rich robust FastAPI template.
StephennFernandes/instruct-eval
This repository contains code to quantitatively evaluate instruction-tuned models such as Alpaca and Flan-T5 on held-out tasks.
StephennFernandes/instruction-datasets
All available datasets for Instruction Tuning of Large Language Models
StephennFernandes/llm-continual-learning-survey
Continual Learning of Large Language Models: A Comprehensive Survey
StephennFernandes/longt5-eval
StephennFernandes/min-decision-transformer
Minimal implementation of Decision Transformer: Reinforcement Learning via Sequence Modeling in PyTorch for mujoco control tasks in OpenAI gym
StephennFernandes/Modified-DETR
The PyTorch re-implement of the official DETR.
StephennFernandes/NanoPeft
The simplest repository & Neat implementation of different Lora methods for training/fine-tuning Transformer-based models (i.e., BERT, GPTs). [ Research purpose ]
StephennFernandes/open-instruct
StephennFernandes/openai_trtllm
OpenAI compatible API for TensorRT LLM triton backend
StephennFernandes/phi-1
Plug in and play implementation of " Textbooks Are All You Need", ready for training, inference, and dataset generation
StephennFernandes/Pollyduble
An experimental proof-of-concept script to automatically dub videos to English with the help of local TTS, voice cloning, audio separation, speech recognition and FFmpeg
StephennFernandes/Promptify
Prompt Engineering | Use GPT or other prompt based models to get structured output. Join our discord for Prompt-Engineering, LLMs and other latest research
StephennFernandes/python-bpe
Byte Pair Encoding for Python!
StephennFernandes/RealtimeTTS
Converts text to speech in realtime
StephennFernandes/Retrieval-based-Voice-Conversion
in preparation...
StephennFernandes/speech-to-speech-voice-dubbing
This project presents a comprehensive study on video dubbing techniques and the development of a specialized video dubbing system.
StephennFernandes/Squeezeformer
StephennFernandes/t5x
StephennFernandes/tree-of-thought-llm
[NeurIPS 2023] Tree of Thoughts: Deliberate Problem Solving with Large Language Models
StephennFernandes/unify-learning-paradigms
data collator for UL2 and U-PaLM, suprising no one wrote or tried this open source
StephennFernandes/wordcab-transcribe
💬 ASR FastAPI server using faster-whisper and Multi-Scale Auto-Tuning Spectral Clustering for diarization.