Fast and Robust Early-Exiting Framework for Autoregressive Language Models with Synchronized Parallel Decoding (EMNLP 2023 Long)
☆67Sep 28, 2024Updated last year
Alternatives and similar repositories for fast_robust_early_exit
Users that are interested in fast_robust_early_exit are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official repository of "Distort, Distract, Decode: Instruction-Tuned Model Can Refine its Response from Noisy Instructions", ICLR 2024 Sp…☆21Mar 7, 2024Updated 2 years ago
- [AAAI 2021] "ROSITA: Refined BERT cOmpreSsion with InTegrAted techniques", Yuanxin Liu, Zheng Lin, Fengcheng Yuan☆14Oct 18, 2022Updated 3 years ago
- EE-LLM is a framework for large-scale training and inference of early-exit (EE) large language models (LLMs).☆83Jun 14, 2024Updated 2 years ago
- Multi-Candidate Speculative Decoding☆41Apr 22, 2024Updated 2 years ago
- Code associated with the paper **Draft & Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding**☆230Feb 13, 2025Updated last year
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Explorations into some recent techniques surrounding speculative decoding☆307Dec 22, 2024Updated last year
- Efficient retrieval head analysis with triton flash attention that supports topK probability☆13Jun 15, 2024Updated 2 years ago
- [EMNLP 2023]Context Compression for Auto-regressive Transformers with Sentinel Tokens☆25Nov 6, 2023Updated 2 years ago
- Official repository of "HARE: Explainable Hate Speech Detection with Step-by-Step Reasoning", Findings of EMNLP 2023☆28Jan 25, 2024Updated 2 years ago
- [NeurIPS 2024] The official implementation of "Kangaroo: Lossless Self-Speculative Decoding for Accelerating LLMs via Double Early Exitin…☆73Jun 26, 2024Updated 2 years ago
- Code for "LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding", ACL 2024☆377Jul 20, 2026Updated 3 weeks ago
- ☆26Nov 23, 2023Updated 2 years ago
- [COLM 2024] TriForce: Lossless Acceleration of Long Sequence Generation with Hierarchical Speculative Decoding☆280Aug 31, 2024Updated last year
- ☆171Feb 15, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆53May 13, 2024Updated 2 years ago
- [NeurIPS'23] Speculative Decoding with Big Little Decoder☆99Feb 6, 2024Updated 2 years ago
- ☆55Feb 19, 2024Updated 2 years ago
- ☆360Apr 2, 2024Updated 2 years ago
- ☆17Oct 10, 2024Updated last year
- ☆20Jun 1, 2026Updated 2 months ago
- Official PyTorch implementation of DistiLLM: Towards Streamlined Distillation for Large Language Models (ICML 2024)☆267Mar 13, 2025Updated last year
- Code for ACL2022 publication Transkimmer: Transformer Learns to Layer-wise Skim☆22Aug 21, 2022Updated 3 years ago
- Cascade Speculative Drafting☆33Apr 2, 2024Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Official Code for "Learning to Reason via Mixture-of-Thought for Logical Reasoning"☆29Nov 20, 2025Updated 8 months ago
- Provably (and non-vacuously) bounding test error of deep neural networks under distribution shift with unlabeled test data.☆10Feb 27, 2024Updated 2 years ago
- An innovative method expediting LLMs via streamlined semi-autoregressive generation and draft verification.☆29Apr 15, 2025Updated last year
- QAQ: Quality Adaptive Quantization for LLM KV Cache☆55Mar 27, 2024Updated 2 years ago
- LocEmb: Location Embedding (Currently covering districts, roads, and businesses in Korea)☆11Aug 15, 2022Updated 4 years ago
- Train and visualise a latent variable model of moving objects.☆16Apr 28, 2020Updated 6 years ago
- ☆16Dec 21, 2023Updated 2 years ago
- ☆152Jun 2, 2023Updated 3 years ago
- Beyond KV Caching: Shared Attention for Efficient LLMs☆20Jul 19, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆29Apr 30, 2024Updated 2 years ago
- ☆129Jan 22, 2024Updated 2 years ago
- REST: Retrieval-Based Speculative Decoding, NAACL 2024☆220Mar 5, 2026Updated 5 months ago
- Spec-Bench: A Comprehensive Benchmark and Unified Evaluation Platform for Speculative Decoding (ACL 2024 Findings)☆404Apr 22, 2025Updated last year
- Visualization tool for V2X messages.☆14Apr 19, 2018Updated 8 years ago
- Artifact for "Apparate: Rethinking Early Exits to Tame Latency-Throughput Tensions in ML Serving" [SOSP '24]☆24Nov 21, 2024Updated last year
- NeurIPS 2021, "Fine Samples for Learning with Noisy Labels"☆41Nov 29, 2021Updated 4 years ago