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Jimin Lee

Head of Language AI Part @ Samsung | AI/ML | Galaxy AI · Bixby | LLM · RAG · Machine Translation · NLU · Voice Assistant

Joined Joined on  twitter website
Speculative Decoding: Making LLMs Faster Without Sacrificing Quality
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Speculative Decoding: Making LLMs Faster Without Sacrificing Quality

#llm #ai #deeplearning #nlp
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14 min read
Tokens: The Invisible Building Blocks of Large Language Models
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Tokens: The Invisible Building Blocks of Large Language Models

#llm #token #nlp
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12 min read
From Parrot to Partner - How Reinforcement Learning Taught LLMs to Talk Like Humans
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From Parrot to Partner - How Reinforcement Learning Taught LLMs to Talk Like Humans

#llm #nlp #rl #alignment
3
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13 min read
Understanding the KV Cache (feat. Self-Attention)
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Understanding the KV Cache (feat. Self-Attention)

#llm #nlp #kvcache
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12 min read
Matryoshka Magic: How MatFormer Delivers Multi-Size Models from a Single Training
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Matryoshka Magic: How MatFormer Delivers Multi-Size Models from a Single Training

#llm #nlp #matformer
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8 min read
Why Are LLMs So Slow? And How We're Making Them Faster
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Why Are LLMs So Slow? And How We're Making Them Faster

#llm #nlp #gqa
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11 min read
On-Device LLM
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On-Device LLM

#llm #machinelearning #nlp #ondeviceai
3
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10 min read
Understanding Context Window Size in LLMs
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Understanding Context Window Size in LLMs

#llm #machinelearning
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4 min read
RAG Explained
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RAG Explained

#llm #machinelearning #rag
7
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6 min read
From Full Fine-Tuning to LoRA
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From Full Fine-Tuning to LoRA

#llm #machinelearning #lora #nlp
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8 min read
Understanding Mixture of Experts (MoE)
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Understanding Mixture of Experts (MoE)

#llm #machinelearning #nlp #moe
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5 min read
From Word Predictor to Thinking Partner: The Rise of Thinking Models
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From Word Predictor to Thinking Partner: The Rise of Thinking Models

#ai #llm #machinelearning
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7 min read
(3/3) LLM: In-Context Learning, Hype, and the Road Ahead
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(3/3) LLM: In-Context Learning, Hype, and the Road Ahead

#llm #machinelearning
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5 min read
(2/3) LLM: Data, Transformers, and Relentless Compute
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(2/3) LLM: Data, Transformers, and Relentless Compute

#data #ai #machinelearning #llm
1
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11 min read
(1/3) LLM: How LLMs Became the Bedrock of Modern AI
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(1/3) LLM: How LLMs Became the Bedrock of Modern AI

#llm #machinelearning
1
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4 min read
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