Rumen Dangovski (rdangovs)

rdangovs

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Location:Massachusetts Institute of Technology, 6C-413

Home Page:http://super-ms.mit.edu/rumen.html

Twitter:@dangovski

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Rumen Dangovski's starred repositories

llama

Inference code for Llama models

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llama2.c

Inference Llama 2 in one file of pure C

RWKV-LM

RWKV is an RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best of RNN and transformer - great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding.

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h2ogpt

Private chat with local GPT with document, images, video, etc. 100% private, Apache 2.0. Supports oLLaMa, Mixtral, llama.cpp, and more. Demo: https://gpt.h2o.ai/ https://codellama.h2o.ai/

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mistral-src

Reference implementation of Mistral AI 7B v0.1 model.

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consistency_models

Official repo for consistency models.

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YaLM-100B

Pretrained language model with 100B parameters

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s4

Structured state space sequence models

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pythia

The hub for EleutherAI's work on interpretability and learning dynamics

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prm800k

800,000 step-level correctness labels on LLM solutions to MATH problems

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DiffDock

Implementation of DiffDock: Diffusion Steps, Twists, and Turns for Molecular Docking

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LOMO

LOMO: LOw-Memory Optimization

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e3nn

A modular framework for neural networks with Euclidean symmetry

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nequip

NequIP is a code for building E(3)-equivariant interatomic potentials

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evosax

Evolution Strategies in JAX 🦎

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mace

MACE - Fast and accurate machine learning interatomic potentials with higher order equivariant message passing.

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agd

Automatic gradient descent

srbench

A living benchmark framework for symbolic regression

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vistext

VisText is a benchmark dataset for semantically rich chart captioning.

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Single-Player-MCTS

🌳 Python implementation of single-player Monte-Carlo Tree Search.

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contrastive-phase-transitions

Studying Phase Transitions in Contrastive Learning with Physics-Inspired Datasets

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ModelStitching_LookingForFunctionalSimilarityBetweenRepresentations

Contrastive Learning SuperUROP Fall 2021 - Spring 2022

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state-spaces

Sequence Modeling with Structured State Spaces

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srbench

A living benchmark framework for symbolic regression

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