HazyResearch / H3
Language Modeling with the H3 State Space Model
☆520Updated 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☆877Updated 10 months ago
- Implementation of Memorizing Transformers (ICLR 2022), attention net augmented with indexing and retrieval of memories using approximate …☆632Updated last year
- Implementation of Recurrent Memory Transformer, Neurips 2022 paper, in Pytorch☆407Updated 3 months ago
- Implementation of RETRO, Deepmind's Retrieval based Attention net, in Pytorch☆863Updated last year
- Experiments around a simple idea for inducing multiple hierarchical predictive model within a GPT☆211Updated 8 months ago
- Implementation of the conditionally routed attention in the CoLT5 architecture, in Pytorch☆226Updated 7 months ago
- Sequence modeling with Mega.☆294Updated 2 years ago
- ☆349Updated last year
- Cramming the training of a (BERT-type) language model into limited compute.☆1,331Updated 10 months ago
- Repo for "Monarch Mixer: A Simple Sub-Quadratic GEMM-Based Architecture"☆549Updated 3 months ago
- Implementation of https://srush.github.io/annotated-s4☆490Updated 2 years ago
- Annotated version of the Mamba paper☆483Updated last year
- Legible, Scalable, Reproducible Foundation Models with Named Tensors and Jax☆568Updated this week
- Ungreedy subword tokenizer and vocabulary trainer for Python, Go & Javascript☆576Updated 9 months ago
- Puzzles for exploring transformers☆343Updated last year
- Train very large language models in Jax.☆204Updated last year
- The repository for the code of the UltraFastBERT paper☆518Updated last year
- Fast & Simple repository for pre-training and fine-tuning T5-style models☆1,001Updated 8 months ago
- Effortless plugin and play Optimizer to cut model training costs by 50%. New optimizer that is 2x faster than Adam on LLMs.☆380Updated 10 months ago
- Code for the ALiBi method for transformer language models (ICLR 2022)☆522Updated last year
- ☆166Updated last year
- A crude RLHF layer on top of nanoGPT with Gumbel-Softmax trick☆289Updated last year
- Implementation of Block Recurrent Transformer - Pytorch☆217Updated 8 months ago
- An interactive exploration of Transformer programming.☆262Updated last year
- ☆302Updated 10 months ago
- JAX implementation of the Llama 2 model☆218Updated last year
- Understand and test language model architectures on synthetic tasks.☆192Updated last month
- Implementation of a memory efficient multi-head attention as proposed in the paper, "Self-attention Does Not Need O(n²) Memory"☆377Updated last year
- Implementation of Flash Attention in Jax☆206Updated last year
- Minimalistic, extremely fast, and hackable researcher's toolbench for GPT models in 307 lines of code. Reaches <3.8 validation loss on wi…☆345Updated 8 months ago