ofirpress / attention_with_linear_biases
Code for the ALiBi method for transformer language models (ICLR 2022)
☆526Updated last year
Alternatives and similar repositories for attention_with_linear_biases
Users that are interested in attention_with_linear_biases are comparing it to the libraries listed below
Sorting:
- Sequence modeling with Mega.☆295Updated 2 years ago
- Implementation of RETRO, Deepmind's Retrieval based Attention net, in Pytorch☆864Updated last year
- Implementation of MEGABYTE, Predicting Million-byte Sequences with Multiscale Transformers, in Pytorch☆642Updated 4 months ago
- Implementation of Rotary Embeddings, from the Roformer paper, in Pytorch☆673Updated 5 months ago
- Implementation of ST-Moe, the latest incarnation of MoE after years of research at Brain, in Pytorch☆330Updated 10 months ago
- Run Effective Large Batch Contrastive Learning Beyond GPU/TPU Memory Constraint☆387Updated last year
- Implementation of the conditionally routed attention in the CoLT5 architecture, in Pytorch☆226Updated 8 months ago
- Rectified Rotary Position Embeddings☆367Updated 11 months ago
- Implementation of Recurrent Memory Transformer, Neurips 2022 paper, in Pytorch☆407Updated 4 months ago
- An implementation of masked language modeling for Pytorch, made as concise and simple as possible☆180Updated last year
- Implementation of Block Recurrent Transformer - Pytorch☆217Updated 8 months ago
- Long Range Arena for Benchmarking Efficient Transformers☆753Updated last year
- Experiments around a simple idea for inducing multiple hierarchical predictive model within a GPT☆212Updated 8 months ago
- Recurrent Memory Transformer☆149Updated last year
- ☆353Updated last year
- A Pytorch implementation of Sparsely-Gated Mixture of Experts, for massively increasing the parameter count of language models☆739Updated last year
- Implementation of a memory efficient multi-head attention as proposed in the paper, "Self-attention Does Not Need O(n²) Memory"☆377Updated last year
- An implementation of local windowed attention for language modeling☆447Updated 3 months ago
- Large Context Attention☆710Updated 3 months ago
- Diffusion-LM☆1,128Updated 9 months ago
- Implementation of the Transformer variant proposed in "Transformer Quality in Linear Time"☆362Updated last year
- [NeurIPS'22 Spotlight] A Contrastive Framework for Neural Text Generation☆471Updated last year
- Root Mean Square Layer Normalization☆241Updated 2 years ago
- DSIR large-scale data selection framework for language model training☆247Updated last year
- Transformer based on a variant of attention that is linear complexity in respect to sequence length☆764Updated last year
- Tutel MoE: Optimized Mixture-of-Experts Library, Support DeepSeek FP8/FP4☆820Updated this week
- Repository containing code for "How to Train BERT with an Academic Budget" paper☆313Updated last year
- Implementation of the specific Transformer architecture from PaLM - Scaling Language Modeling with Pathways☆820Updated 2 years ago
- Rotary Transformer☆949Updated 3 years ago
- Scaling Data-Constrained Language Models☆334Updated 7 months ago