dingo-actual / infini-transformerLinks
PyTorch implementation of Infini-Transformer from "Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention" (https://arxiv.org/abs/2404.07143)
☆292Updated last year
Alternatives and similar repositories for infini-transformer
Users that are interested in infini-transformer are comparing it to the libraries listed below
Sorting:
- Unofficial PyTorch/🤗Transformers(Gemma/Llama3) implementation of Leave No Context Behind: Efficient Infinite Context Transformers with I…☆373Updated last year
- The Truth Is In There: Improving Reasoning in Language Models with Layer-Selective Rank Reduction☆389Updated last year
- Block Transformer: Global-to-Local Language Modeling for Fast Inference (NeurIPS 2024)☆162Updated 7 months ago
- Beyond Language Models: Byte Models are Digital World Simulators☆329Updated last year
- Repo for "Monarch Mixer: A Simple Sub-Quadratic GEMM-Based Architecture"☆560Updated 10 months ago
- Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients.☆202Updated last year
- Implementation of DoRA☆307Updated last year
- Official PyTorch implementation of QA-LoRA☆143Updated last year
- Memory layers use a trainable key-value lookup mechanism to add extra parameters to a model without increasing FLOPs. Conceptually, spars…☆355Updated 11 months ago
- [NeurIPS 2024] Official Repository of The Mamba in the Llama: Distilling and Accelerating Hybrid Models☆231Updated 3 weeks ago
- A family of compressed models obtained via pruning and knowledge distillation☆355Updated last week
- ☆204Updated 3 weeks ago
- Some preliminary explorations of Mamba's context scaling.☆216Updated last year
- Positional Skip-wise Training for Efficient Context Window Extension of LLMs to Extremely Length (ICLR 2024)☆204Updated last year
- LongRoPE is a novel method that can extends the context window of pre-trained LLMs to an impressive 2048k tokens.☆267Updated 2 weeks ago
- ☆202Updated 11 months ago
- Reference implementation of Megalodon 7B model☆523Updated 5 months ago
- Code for Adam-mini: Use Fewer Learning Rates To Gain More https://arxiv.org/abs/2406.16793☆440Updated 6 months ago
- Implementation of 💍 Ring Attention, from Liu et al. at Berkeley AI, in Pytorch☆543Updated 5 months ago
- Official code for ReLoRA from the paper Stack More Layers Differently: High-Rank Training Through Low-Rank Updates☆467Updated last year
- Code for "LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding", ACL 2024☆344Updated 6 months ago
- Memory optimization and training recipes to extrapolate language models' context length to 1 million tokens, with minimal hardware.☆750Updated last year
- Implementation of 🥥 Coconut, Chain of Continuous Thought, in Pytorch☆179Updated 4 months ago
- Repo for "LoLCATs: On Low-Rank Linearizing of Large Language Models"☆249Updated 9 months ago
- X-LoRA: Mixture of LoRA Experts☆247Updated last year
- An efficent implementation of the method proposed in "The Era of 1-bit LLMs"☆154Updated last year
- Multipack distributed sampler for fast padding-free training of LLMs☆201Updated last year
- [ICML 2024] CLLMs: Consistency Large Language Models☆404Updated 11 months ago
- [ICML'24 Spotlight] LLM Maybe LongLM: Self-Extend LLM Context Window Without Tuning☆660Updated last year
- For releasing code related to compression methods for transformers, accompanying our publications☆447Updated 9 months ago