LongSpec: Long-Context Lossless Speculative Decoding with Efficient Drafting and Verification
☆74Jul 14, 2025Updated 7 months ago
Alternatives and similar repositories for LongSpec
Users that are interested in LongSpec are comparing it to the libraries listed below
Sorting:
- The official implementation of "LightTransfer: Your Long-Context LLM is Secretly a Hybrid Model with Effortless Adaptation"☆22Apr 22, 2025Updated 10 months ago
- Official Implementation of SAM-Decoding: Speculative Decoding via Suffix Automaton☆40Feb 13, 2025Updated last year
- ☆22Mar 7, 2025Updated 11 months ago
- ☆20Dec 24, 2024Updated last year
- The official implementation of paper: SimLayerKV: A Simple Framework for Layer-Level KV Cache Reduction.☆51Oct 18, 2024Updated last year
- ☆20Apr 16, 2025Updated 10 months ago
- Optimizing Anytime Reasoning via Budget Relative Policy Optimization☆51Jul 15, 2025Updated 7 months ago
- ☆28May 24, 2025Updated 9 months ago
- Codes for our paper "Speculative Decoding: Exploiting Speculative Execution for Accelerating Seq2seq Generation" (EMNLP 2023 Findings)☆46Dec 9, 2023Updated 2 years ago
- [ICLR 2025] PEARL: Parallel Speculative Decoding with Adaptive Draft Length☆147Dec 23, 2025Updated 2 months ago
- ☆46Sep 27, 2025Updated 5 months ago
- [ACL 2025 Findings] Official implementation of the paper "Unveiling the Key Factors for Distilling Chain-of-Thought Reasoning".☆20Feb 26, 2025Updated last year
- ☆34Sep 14, 2024Updated last year
- PoC for "SpecReason: Fast and Accurate Inference-Time Compute via Speculative Reasoning" [NeurIPS '25]☆65Oct 2, 2025Updated 5 months ago
- Official implementation of ECCV24 paper: POA☆24Aug 8, 2024Updated last year
- [COLM 2024] TriForce: Lossless Acceleration of Long Sequence Generation with Hierarchical Speculative Decoding☆277Aug 31, 2024Updated last year
- [ACL 2025 main] FR-Spec: Frequency-Ranked Speculative Sampling☆51Jul 15, 2025Updated 7 months ago
- official code for GliDe with a CaPE☆20Aug 13, 2024Updated last year
- [NeurIPS 2024] The official implementation of "Kangaroo: Lossless Self-Speculative Decoding for Accelerating LLMs via Double Early Exitin…☆65Jun 26, 2024Updated last year
- 📰 Must-read papers and blogs on Speculative Decoding ⚡️☆1,126Jan 24, 2026Updated last month
- [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆144Dec 4, 2024Updated last year
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆134Mar 21, 2025Updated 11 months ago
- Code for the paper "FinRLlama: A Solution to LLM-Engineered Signals Challenge at FinRL Contest 2024"☆13Feb 14, 2025Updated last year
- ☆15Jan 12, 2026Updated last month
- ☆14Jan 24, 2025Updated last year
- LongAttn ：Selecting Long-context Training Data via Token-level Attention☆15Jul 16, 2025Updated 7 months ago
- Official implementation of Bootstrapping Language Models via DPO Implicit Rewards☆47Apr 15, 2025Updated 10 months ago
- Pytorch code for paper QA-LoRA: Quantization-Aware Low-Rank Adaptation of Large Language Models☆25Sep 27, 2023Updated 2 years ago
- [ICML'25] Official code of paper "Fast Large Language Model Collaborative Decoding via Speculation"☆28Jun 23, 2025Updated 8 months ago
- Official Implementation of "Learning Harmonized Representations for Speculative Sampling" (HASS)☆54Mar 14, 2025Updated 11 months ago
- Fast and Slow Generating: An Empirical Study on Large and Small Language Models Collaborative Decoding.☆13Nov 19, 2024Updated last year
- [ICLR 2025] Bridging and Modeling Correlations in Pairwise Data for Direct Preference Optimization☆12Jan 26, 2025Updated last year
- ☆13Jan 22, 2025Updated last year
- ☆14May 9, 2024Updated last year
- ☆14Apr 16, 2024Updated last year
- [ICML'25] "Rethinking Addressing in Language Models via Contextualized Equivariant Positional Encoding" by Jiajun Zhu, Peihao Wang, Ruisi…☆14Jun 6, 2025Updated 8 months ago
- Official Implementation for the ICLR2023 paper "Fuzzy Alignments in Directed Acyclic Graph for Non-autoregressive Machine Translation"☆14Mar 1, 2023Updated 3 years ago
- The original Shared Recurrent Memory Transformer implementation☆33Jul 11, 2025Updated 7 months ago
- AnchorAttention: Improved attention for LLMs long-context training☆214Jan 15, 2025Updated last year