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#token-generation News & Analysis

7 articles tagged with #token-generation. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

7 articles
AIBullisharXiv – CS AI · May 277/10
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HiSpec: Hierarchical Speculative Decoding for LLMs

Researchers introduce HiSpec, a hierarchical speculative decoding framework that accelerates large language model inference by using early-exit models for intermediate verification, achieving up to 2.01× throughput improvements without sacrificing accuracy.

AINeutralarXiv – CS AI · 2d ago6/10
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Hybrid Verified Decoding: Learning to Allocate Verification in Speculative Decoding

Researchers propose Hybrid Verified Decoding, a technique that improves LLM inference speed by intelligently choosing between cache-based and model-based token drafting methods. The approach predicts draft acceptance rates before verification, achieving 2.73x average speedup on agentic workflows and outperforming existing methods like EAGLE3.

AINeutralarXiv – CS AI · Apr 146/10
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Parallelism and Generation Order in Masked Diffusion Language Models: Limits Today, Potential Tomorrow

Researchers evaluated eight large Masked Diffusion Language Models (up to 100B parameters) and found they still underperform comparable autoregressive models despite promises of parallel token generation. The study reveals MDLMs exhibit task-dependent decoding behavior and propose a Generate-then-Edit paradigm to improve performance while maintaining parallel processing efficiency.

CryptoNeutralBankless · Mar 166/10
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OpenSea Foundation Delays Q1 2026 TGE Target

OpenSea Foundation has postponed its planned Q1 2026 token generation event (TGE) target. The company is simultaneously ending its rewards campaign, offering fee refunds to users, and reducing token swap fees to 0% starting March 31.

OpenSea Foundation Delays Q1 2026 TGE Target
AIBullisharXiv – CS AI · Mar 36/104
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Soft-Masked Diffusion Language Models

Researchers introduce soft-masking (SM), a novel approach for diffusion-based language models that improves upon traditional binary masked diffusion by blending mask token embeddings with predicted tokens. Testing on models up to 7B parameters shows consistent improvements in performance metrics and coding benchmarks.

CryptoNeutralBankless · Mar 54/10
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The Top Airdrop Hunts of March 2026

March 2026 presents opportunities for cryptocurrency airdrop hunters as the Token Generation Event (TGE) calendar becomes less active. This creates a favorable environment for users to participate in airdrop campaigns during what's described as 'sowing season' for potential token distributions.

The Top Airdrop Hunts of March 2026
CryptoNeutralBankless · Feb 65/106
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MegaETH Provides Tokenomics Update Days Ahead of Mainnet

MegaETH has announced a tokenomics update just days before its scheduled mainnet launch on Monday. However, the project has not yet provided a defined date for its Token Generation Event (TGE).