BlinkDL / SmallInitEmb
LayerNorm(SmallInit(Embedding)) in a Transformer to improve convergence
☆60Updated 3 years ago
Alternatives and similar repositories for SmallInitEmb:
Users that are interested in SmallInitEmb are comparing it to the libraries listed below
- GoldFinch and other hybrid transformer components☆45Updated 7 months ago
- Implementation of GateLoop Transformer in Pytorch and Jax☆87Updated 9 months ago
- Engineering the state of RNN language models (Mamba, RWKV, etc.)☆32Updated 9 months ago
- Latent Diffusion Language Models☆68Updated last year
- Implementation of Token Shift GPT - An autoregressive model that solely relies on shifting the sequence space for mixing☆48Updated 3 years ago
- My explorations into editing the knowledge and memories of an attention network☆34Updated 2 years ago
- Explorations into the recently proposed Taylor Series Linear Attention☆94Updated 7 months ago
- ☆53Updated last year
- ☆19Updated 5 months ago
- Yet another random morning idea to be quickly tried and architecture shared if it works; to allow the transformer to pause for any amount…☆53Updated last year
- Exploration into the proposed "Self Reasoning Tokens" by Felipe Bonetto☆55Updated 10 months ago
- ☆33Updated 6 months ago
- RWKV model implementation☆37Updated last year
- ☆33Updated last year
- Exploring an idea where one forgets about efficiency and carries out attention across each edge of the nodes (tokens)☆45Updated last month
- Automatically take good care of your preemptible TPUs☆36Updated last year
- Simple implementation of muP, based on Spectral Condition for Feature Learning. The implementation is SGD only, dont use it for Adam☆73Updated 7 months ago
- Implementation of Infini-Transformer in Pytorch☆109Updated 2 months ago
- Official repository for the paper "Approximating Two-Layer Feedforward Networks for Efficient Transformers"☆36Updated last year
- ☆79Updated 11 months ago
- ☆75Updated 8 months ago
- [NeurIPS 2023] Sparse Modular Activation for Efficient Sequence Modeling☆36Updated last year
- ResiDual: Transformer with Dual Residual Connections, https://arxiv.org/abs/2304.14802☆93Updated last year
- Implementation of Gradient Agreement Filtering, from Chaubard et al. of Stanford, but for single machine microbatches, in Pytorch☆23Updated last month
- Griffin MQA + Hawk Linear RNN Hybrid☆85Updated 10 months ago
- Implementation of Gated State Spaces, from the paper "Long Range Language Modeling via Gated State Spaces", in Pytorch