HazyResearch / H3
Language Modeling with the H3 State Space Model
☆516Updated last year
Alternatives and similar repositories for H3:
Users that are interested in H3 are comparing it to the libraries listed below
- Convolutions for Sequence Modeling☆876Updated 8 months ago
- Implementation of Memorizing Transformers (ICLR 2022), attention net augmented with indexing and retrieval of memories using approximate …☆630Updated last year
- Implementation of Recurrent Memory Transformer, Neurips 2022 paper, in Pytorch☆405Updated last month
- Sequence modeling with Mega.☆298Updated 2 years ago
- Effortless plugin and play Optimizer to cut model training costs by 50%. New optimizer that is 2x faster than Adam on LLMs.☆379Updated 8 months ago
- Used for adaptive human in the loop evaluation of language and embedding models.☆306Updated last year
- Experiments around a simple idea for inducing multiple hierarchical predictive model within a GPT☆206Updated 6 months ago
- Implementation of MEGABYTE, Predicting Million-byte Sequences with Multiscale Transformers, in Pytorch☆637Updated last month
- Implementation of https://srush.github.io/annotated-s4☆483Updated 2 years ago
- Implementation of the conditionally routed attention in the CoLT5 architecture, in Pytorch☆225Updated 5 months ago
- ☆299Updated 7 months ago
- Open weights language model from Google DeepMind, based on Griffin.☆620Updated 7 months ago
- ☆521Updated last year
- ☆338Updated 10 months ago
- Ungreedy subword tokenizer and vocabulary trainer for Python, Go & Javascript☆566Updated 7 months ago
- Annotated version of the Mamba paper☆473Updated 11 months ago
- Cramming the training of a (BERT-type) language model into limited compute.☆1,319Updated 8 months ago
- A crude RLHF layer on top of nanoGPT with Gumbel-Softmax trick☆288Updated last year
- Implementation of Block Recurrent Transformer - Pytorch☆218Updated 6 months ago
- Automatic gradient descent☆207Updated last year
- Implementation of a memory efficient multi-head attention as proposed in the paper, "Self-attention Does Not Need O(n²) Memory"☆370Updated last year
- The official implementation of “Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training”☆949Updated last year
- Implementation of RETRO, Deepmind's Retrieval based Attention net, in Pytorch☆857Updated last year
- Repo for "Monarch Mixer: A Simple Sub-Quadratic GEMM-Based Architecture"☆547Updated last month
- Legible, Scalable, Reproducible Foundation Models with Named Tensors and Jax☆542Updated this week
- Puzzles for exploring transformers☆332Updated last year
- Implementation of Mega, the Single-head Attention with Multi-headed EMA architecture that currently holds SOTA on Long Range Arena☆204Updated last year
- Code for the ALiBi method for transformer language models (ICLR 2022)☆515Updated last year
- JAX implementation of the Llama 2 model☆215Updated last year
- ☆164Updated last year