joennlae / tensorli
Absolute minimalistic implementation of a GPT-like transformer using only numpy (<650 lines).
☆250Updated last year
Alternatives and similar repositories for tensorli:
Users that are interested in tensorli are comparing it to the libraries listed below
- A BERT that you can train on a (gaming) laptop.☆209Updated last year
- DiscoGrad - automatically differentiate across conditional branches in C++ programs☆203Updated 6 months ago
- ☆242Updated last year
- Generate Cool-Looking Mazes and Animations Illustrating the A* Pathfinding Algorithm☆176Updated 3 weeks ago
- Algebraic enhancements for GEMM & AI accelerators☆266Updated 3 weeks ago
- ☆253Updated last year
- A pure NumPy implementation of Mamba.☆219Updated 8 months ago
- Lamport's Bakery Algorithm Demonstrated in Python☆96Updated last year
- A complete end-to-end pipeline for LLM interpretability with sparse autoencoders (SAEs) using Llama 3.2, written in pure PyTorch and full…☆601Updated 3 months ago
- Dead Simple LLM Abliteration☆211Updated last month
- Bayesian Optimization as a Coverage Tool for Evaluating LLMs. Accurate evaluation (benchmarking) that's 10 times faster with just a few l…☆279Updated last month
- Automated, smooth, N'th order derivatives of non-uniformly sampled time series data☆226Updated 5 months ago
- Radient turns many data types (not just text) into vectors for similarity search, RAG, regression analysis, and more.☆274Updated last week
- Sequential Logic☆111Updated last week
- Visualizing the internal board state of a GPT trained on chess PGN strings, and performing interventions on its internal board state and …☆201Updated 4 months ago
- The Fast Vector Similarity Library is designed to provide efficient computation of various similarity measures between vectors.☆384Updated 3 weeks ago
- A Detailed Introduction to My Favorite Statistical Measure, Hoeffding's D☆97Updated last year
- ☆163Updated 9 months ago
- Revealing example of self-attention, the building block of transformer AI models☆130Updated last year
- This is a numpy implementation of the Skip-gram algorithm described in Mikolov et al's Word2Vec paper. It is intended for didactic purpos…☆35Updated last year
- Run and explore Llama models locally with minimal dependencies on CPU☆191Updated 5 months ago
- Autograd to GPT-2 completely from scratch☆112Updated last week
- Visualize the intermediate output of Mistral 7B☆344Updated 2 months ago
- Official codebase for the paper "Beyond A* Better Planning with Transformers via Search Dynamics Bootstrapping".☆365Updated 9 months ago
- An implementation of bucketMul LLM inference☆215Updated 8 months ago
- Docker-based inference engine for AMD GPUs☆230Updated 5 months ago
- LLM Analytics☆646Updated 5 months ago
- High-Performance Klong array language in Python.☆289Updated 2 weeks ago
- This is a python implementation for stitching images.☆233Updated 5 months ago