Projects in Awesome Lists by xrsrke
A curated list of projects in awesome lists by xrsrke .
https://github.com/xrsrke/instructGOOSE
Implementation of Reinforcement Learning from Human Feedback (RLHF)
chatgpt human-feedback instructgpt reinforcement-learning rlhf
Last synced: 29 Mar 2025
https://github.com/xrsrke/instructgoose
Implementation of Reinforcement Learning from Human Feedback (RLHF)
chatgpt human-feedback instructgpt reinforcement-learning rlhf
Last synced: 09 Apr 2025
https://github.com/xrsrke/toolformer
Implementation of Toolformer: Language Models Can Teach Themselves to Use Tools
deep-learning langchain language-model large-language-model pytorch toolformer
Last synced: 05 May 2025
https://github.com/xrsrke/pipegoose
Large scale 4D parallelism pre-training for ðĪ transformers in Mixture of Experts *(still work in progress)*
3d-parallelism data-parallelism distributed-optimizers huggingface-transformers large-scale-language-modeling megatron megatron-lm mixture-of-experts model-parallelism moe pipeline-parallelism sequence-parallelism tensor-parallelism transformers zero-1
Last synced: 20 Nov 2024
https://github.com/xrsrke/stable-diffusion-from-scratch
Implementation of Stable Diffusion from scratch [WORK IN PROGRESS]
deep-learning machine-learning stable-diffusion
Last synced: 20 Nov 2024
https://github.com/xrsrke/progen
Generating new proteins using language models
Last synced: 13 Apr 2025
https://github.com/xrsrke/prodgpt
A production-ready training, evaluation and data pipeline
Last synced: 13 Apr 2025
https://github.com/xrsrke/neuraltext
Decoding neural activity into text
bci brain-computer-interface brain-machine-interface brain2text decode-neural-activity neural-activity
Last synced: 13 Apr 2025
https://github.com/xrsrke/fastgoose
A PyTorch implementation of Model Parallelism and ZeRO Optimizer
Last synced: 14 Mar 2025
https://github.com/xrsrke/muzero
Implement MuZero from scratch [WORK IN PROGRESS]
Last synced: 20 Nov 2024
https://github.com/xrsrke/research-ideas
List of things that I'd love to work on
Last synced: 14 Mar 2025
https://github.com/xrsrke/paulinet
Model the wave function ansatz using a neural network
Last synced: 14 Mar 2025
https://github.com/xrsrke/lexios
Symbolic framework for scientific calculation
Last synced: 14 Mar 2025
https://github.com/xrsrke/elasticgoose
A fault-tolerant elastic training framework for PyTorch
Last synced: 14 Mar 2025
https://github.com/xrsrke/exex
Experiment codebase for chemchem package
chemistry chemistry-solver general-chemistry python
Last synced: 14 Mar 2025
https://github.com/xrsrke/fsdl-megatron
Code for FSDL Breaking down parallelism in Megatron-LM
Last synced: 14 Mar 2025
https://github.com/xrsrke/guide-to-the-universe
The Hitchhiker's Guide to the Universe
Last synced: 14 Mar 2025
https://github.com/xrsrke/diffusion-production
Stable Diffusion in Production
Last synced: 14 Mar 2025
https://github.com/xrsrke/neural-network-from-scratch
Neural network from scratch
Last synced: 14 Mar 2025
https://github.com/xrsrke/elemagnet
A python package for electricity and magnetism
electric-field electric-fields magnetism
Last synced: 14 Mar 2025
https://github.com/xrsrke/morbius
For my science project in the next few months (after the lexios finished)
Last synced: 14 Mar 2025
https://github.com/xrsrke/computational-linear-algebra
fast.ai computational linear algebra course
Last synced: 14 Mar 2025
https://github.com/xrsrke/fastai_part1
https://www.youtube.com/playlist?list=PLfYUBJiXbdtRL3FMB3GoWHRI8ieU6FhfM
Last synced: 14 Mar 2025
https://github.com/xrsrke/tinypytorch
A deep learning framework from scratch
Last synced: 14 Mar 2025
https://github.com/xrsrke/standard-model
A top-down approach to learn the standard model <3
Last synced: 14 Mar 2025
https://github.com/xrsrke/deepchem-book
My notes from the Deep Learning for the Life Sciences book by Bharath Ramsundar
Last synced: 14 Mar 2025
https://github.com/xrsrke/universe
A top-down approach learn the standard model by creating the universe from scratch ðððĪŠ
physics standard-model universe
Last synced: 14 Mar 2025
https://github.com/xrsrke/particle-physics
translate concepts in particle physics to code
Last synced: 14 Mar 2025
https://github.com/xrsrke/python-architecture
Architecture Patterns with Python by Harry J.W. Percival & Bob Gregory
Last synced: 14 Mar 2025
https://github.com/xrsrke/saycan
Implementation of SayCan: Grounding Language in Robotic Affordances
Last synced: 14 Mar 2025