fla-org / flame
π₯ A minimal training framework for scaling FLA models
β55Updated this week
Alternatives and similar repositories for flame:
Users that are interested in flame are comparing it to the libraries listed below
- β99Updated 11 months ago
- Here we will test various linear attention designs.β58Updated 9 months ago
- Code for paper "Patch-Level Training for Large Language Models"β79Updated 3 months ago
- [NeurIPS-2024] π Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies https://arxiv.org/abs/2407.13623β76Updated 4 months ago
- β111Updated this week
- β82Updated 4 months ago
- [ICLR 2023] "Sparse MoE as the New Dropout: Scaling Dense and Self-Slimmable Transformers" by Tianlong Chen*, Zhenyu Zhang*, Ajay Jaiswalβ¦β48Updated last year
- The official implementation of paper: SimLayerKV: A Simple Framework for Layer-Level KV Cache Reduction.β43Updated 4 months ago
- Fast and Robust Early-Exiting Framework for Autoregressive Language Models with Synchronized Parallel Decoding (EMNLP 2023 Long)β56Updated 4 months ago
- Repository of the paper "Accelerating Transformer Inference for Translation via Parallel Decoding"β114Updated 11 months ago
- [ICML'24 Oral] The official code of "DiJiang: Efficient Large Language Models through Compact Kernelization", a novel DCT-based linear atβ¦β99Updated 8 months ago
- Transformers components but in Tritonβ31Updated 3 months ago
- Code for "Everybody Prune Now: Structured Pruning of LLMs with only Forward Passes"β27Updated 10 months ago
- β68Updated this week
- [ICLR 2024 Spotlight] Code for the paper "Merge, Then Compress: Demystify Efficient SMoE with Hints from Its Routing Policy"β72Updated 8 months ago
- Triton implement of bi-directional (non-causal) linear attentionβ41Updated 2 weeks ago
- [ICML 2024 Oral] This project is the official implementation of our Accurate LoRA-Finetuning Quantization of LLMs via Information Retentiβ¦β60Updated 10 months ago
- Low-bit optimizers for PyTorchβ125Updated last year
- β75Updated last month
- Stick-breaking attentionβ42Updated last month
- Linear Attention Sequence Parallelism (LASP)β77Updated 8 months ago
- β30Updated 11 months ago
- [ICLR 2024] CLEX: Continuous Length Extrapolation for Large Language Modelsβ76Updated 11 months ago
- β47Updated last year
- Homepage for ProLong (Princeton long-context language models) and paper "How to Train Long-Context Language Models (Effectively)"β153Updated 2 months ago
- The source code of "Merging Experts into One: Improving Computational Efficiency of Mixture of Experts (EMNLP 2023)":β35Updated 10 months ago
- [EMNLP 2022] Official implementation of Transnormer in our EMNLP 2022 paper - The Devil in Linear Transformerβ59Updated last year
- Triton-based implementation of Sparse Mixture of Experts.β196Updated 2 months ago
- β90Updated 8 months ago