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This work was presented at NeurIPS 2025. You can read the full paper here: https://arxiv.org/pdf/2509.02510

Dec 09, 2025 · 5 min read · 5 claps #generative-ai #large-language-models #machine-learning

AI TCH

Large Language Models (LLMs) have revolutionized how we interact with AI, exhibiting remarkable abilities in text generation, code…

Aug 10, 2025 · 7 min read · 0 claps #llm-decoding #self-consistency #beam-search

AI TCH

LLM inference refers to the process where a trained language model generates text in response to a given input prompt. Transformer-based…

Apr 28, 2025 · 5 min read · 4 claps #llm #llm-inference #greedy-search

AI TCH

SH shashank Jain · AI Mind

Before diving into speculative decoding, it's important to understand the concept of decoding in NLP. Decoding refers to the process by…

Oct 24, 2024 · 3 min read · 48 claps paywalled #speculative-decoding #llm-fast-inference #llm-optimization

AI TCH

SH shashank Jain · AI Mind

One crucial aspect of Large Language models is the decoding process — the method by which they generate text. In this blog post, we’ll…

Oct 10, 2024 · 4 min read · 48 claps paywalled #speculative-decoding #look-ahead-decoding #llm-decoding