PARD: Accelerating LLM Inference with Low-Cost PARallel Draft Model Adaptation (ICLR 26)
☆35Jun 10, 2026Updated 3 months ago
Alternatives and similar repositories for PARD
Users that are interested in PARD 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 Implementation of DART (DART: Low-Latency Parallel Drafting with Continuity-Aware Tree Pruning for Speculative Decoding, EMNLP26…☆71Aug 25, 2026Updated last month
- [EMNLP2026 Main] Official implementation of “Domino: Decoupling Causal Modeling from Autoregressive Drafting in Speculative Decoding”.☆139Jul 25, 2026Updated 2 months ago
- Official implementation for "K-Forcing: Joint Next-K-Token Decoding via Push-Forward Language Modeling"☆19Aug 16, 2026Updated last month
- A selective knowledge distillation algorithm for efficient speculative decoders☆39Nov 27, 2025Updated 10 months ago
- Spec-Bench: A Comprehensive Benchmark and Unified Evaluation Platform for Speculative Decoding (ACL 2024 Findings)☆415Apr 22, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Train speculative decoding models effortlessly and port them smoothly to SGLang serving.☆1,204Updated this week
- Code for the paper *Attention Drift: What Speculative Decoding Models Learn*.☆32May 12, 2026Updated 4 months ago
- Official implementation of "Learning To Draft: Adaptive Speculative Decoding with Reinforcement Learning" (ICLR 2026)☆23Mar 1, 2026Updated 7 months ago
- [ICLR 2025] PEARL: Parallel Speculative Decoding with Adaptive Draft Length☆172Dec 23, 2025Updated 9 months ago
- ☆397Apr 16, 2026Updated 5 months ago
- Keyformer proposes KV Cache reduction through key tokens identification and without the need for fine-tuning☆59Mar 26, 2024Updated 2 years ago
- AFPQ code implementation☆23Nov 6, 2023Updated 2 years ago
- ☆12May 19, 2022Updated 4 years ago
- Codebase for the work “Why Does Self-Distillation (Sometimes) Degrade the Reasoning Capability of LLMs?”☆77Apr 14, 2026Updated 5 months ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- ☆18Apr 7, 2025Updated last year
- [ICLR 2026] AdaBlock-dLLM: Semantic-Aware Diffusion LLM Inference via Adaptive Block Size☆17Jan 28, 2026Updated 8 months ago
- [ACL 2026 (Main)] LongSpec: Long-Context Lossless Speculative Decoding with Efficient Drafting and Verification☆86Jul 14, 2025Updated last year
- ☆50Sep 13, 2025Updated last year
- ☆84May 12, 2026Updated 4 months ago
- [CoRL'26 Spotlight] Inference engine of "EagleVLA: Towards Onboard Real-Time Robot Control via Foresight-Aligned Asynchronous Inference".…☆48Updated this week
- Speculative Decoding Meets Quantization: Compatibility Evaluation and Hierarchical Framework Design☆26May 29, 2025Updated last year
- PoC for "SpecReason: Fast and Accurate Inference-Time Compute via Speculative Reasoning" [NeurIPS '25]☆75Oct 2, 2025Updated last year
- The official repo for “Unleashing the Reasoning Potential of Pre-trained LLMs by Critique Fine-Tuning on One Problem” [EMNLP25]☆33Sep 1, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆42Jun 23, 2026Updated 3 months ago
- Post-Trained MoE Can Skip Half Experts via Self-Distillation☆42Sep 6, 2026Updated last month
- ☆38Jul 21, 2025Updated last year
- Template repo for Python projects, especially those focusing on machine learning and/or deep learning.☆15Jan 14, 2026Updated 8 months ago
- code for the paper "A Statistical Framework for Low-bitwidth Training of Deep Neural Networks"☆29Oct 31, 2020Updated 5 years ago
- [ICLR 2026] ParoQuant: Pairwise Rotation Quantization for Efficient Reasoning LLM Inference☆342Aug 19, 2026Updated last month
- Hierarchical Speculative Decoding is the SOTA verification algorithm for lossless accelerated LLM inference.☆25Apr 14, 2026Updated 5 months ago
- The official implemention of "Depth-Breadth Synergy in RLVR: Unlocking LLM Reasoning Gains with Adaptive Exploration" (ICML 2026)☆26Feb 4, 2026Updated 8 months ago
- ☆48Nov 1, 2025Updated 11 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Accurate and fast KV cache compression with a gating mechanism☆31Jul 27, 2026Updated 2 months ago
- A lightweight inference engine supporting speculative speculative decoding (SSD).☆1,012May 10, 2026Updated 4 months ago
- PyTorch code for full quantization of DNN using BCGD☆14Jul 24, 2019Updated 7 years ago
- ☆67Jul 3, 2026Updated 3 months ago
- LIFEBENCH: Evaluating Length Instruction Following in Large Language Models☆19Apr 23, 2026Updated 5 months ago
- Codebase for the Progressive Mixed-Precision Decoding paper.☆22Jul 15, 2025Updated last year
- ☆25Apr 8, 2026Updated 6 months ago