hao-ai-lab / Consistency_LLM
[ICML 2024] CLLMs: Consistency Large Language Models
☆391Updated 5 months ago
Alternatives and similar repositories for Consistency_LLM:
Users that are interested in Consistency_LLM are comparing it to the libraries listed below
- [ICLR 2025] DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads☆456Updated 2 months ago
- Unofficial implementation for the paper "Mixture-of-Depths: Dynamically allocating compute in transformer-based language models"☆158Updated 10 months ago
- scalable and robust tree-based speculative decoding algorithm☆345Updated 3 months ago
- Large Context Attention☆707Updated 3 months ago
- Code for the paper "QMoE: Practical Sub-1-Bit Compression of Trillion-Parameter Models".☆274Updated last year
- Memory layers use a trainable key-value lookup mechanism to add extra parameters to a model without increasing FLOPs. Conceptually, spars…☆322Updated 4 months ago
- Repo for "LoLCATs: On Low-Rank Linearizing of Large Language Models"☆231Updated 3 months ago
- Explorations into some recent techniques surrounding speculative decoding☆261Updated 4 months ago
- [ICML'24] Data and code for our paper "Training-Free Long-Context Scaling of Large Language Models"☆406Updated 6 months ago
- Repo for Rho-1: Token-level Data Selection & Selective Pretraining of LLMs.☆409Updated last year
- Official PyTorch implementation of QA-LoRA☆132Updated last year
- [NeurIPS 2024] KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization☆346Updated 8 months ago
- ☆220Updated 10 months ago
- [NeurIPS 2024] Official Repository of The Mamba in the Llama: Distilling and Accelerating Hybrid Models☆215Updated this week
- Implementation of 💍 Ring Attention, from Liu et al. at Berkeley AI, in Pytorch☆511Updated 6 months ago
- 🚀 Efficiently (pre)training foundation models with native PyTorch features, including FSDP for training and SDPA implementation of Flash…☆244Updated this week
- USP: Unified (a.k.a. Hybrid, 2D) Sequence Parallel Attention for Long Context Transformers Model Training and Inference☆488Updated 2 weeks ago
- [ICML'24 Spotlight] LLM Maybe LongLM: Self-Extend LLM Context Window Without Tuning☆652Updated 11 months ago
- Memory optimization and training recipes to extrapolate language models' context length to 1 million tokens, with minimal hardware.☆720Updated 7 months ago
- ☆198Updated 5 months ago
- 🌾 OAT: A research-friendly framework for LLM online alignment, including preference learning, reinforcement learning, etc.☆338Updated this week
- A family of compressed models obtained via pruning and knowledge distillation☆335Updated 5 months ago
- ☆238Updated last year
- [ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning☆604Updated last year
- Efficient LLM Inference over Long Sequences☆372Updated last week
- Implementation of paper Data Engineering for Scaling Language Models to 128K Context☆459Updated last year
- Official repository for DistFlashAttn: Distributed Memory-efficient Attention for Long-context LLMs Training☆209Updated 8 months ago
- Code for exploring Based models from "Simple linear attention language models balance the recall-throughput tradeoff"☆232Updated 2 months ago
- The Truth Is In There: Improving Reasoning in Language Models with Layer-Selective Rank Reduction☆386Updated 9 months ago
- Ring attention implementation with flash attention☆757Updated 3 weeks ago