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Posts tagged LLM.

February 6, 2025 Taewoon Kim

RL vs SL: Understanding Their Roles in Large Language Models

Bridging Reinforcement Learning and Supervised Learning in LLMs

Large Language Models (LLMs) have brought a new twist to the way we think about training algorithms. While traditional Supervised Learning (SL) and Reinforcement Learning (RL) migh...

RL vs SL: Understanding Their Roles in Large Language Models
reinforcement-learning supervised-learning llm machine-learning
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August 29, 2024 Taewoon Kim

Playing around with Hugging Face Llama 3.1 locally

4bit quantization is amazing

Llama 3.1 was released by Meta a month ago, and you can easily access it . I used their quite extensively a few years ago, and haven't used it for some years. It was already an ama...

Playing around with Hugging Face Llama 3.1 locally
llm llama hugging face
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December 21, 2023 Taewoon Kim

A machine with human-like memory systems

Can machines think like us?

The project is the core of my PhD work. It was heavily inspired by the cognitive science theories, such as the ones from . It's about developing agents equipped with human like ext...

A machine with human-like memory systems
reinforcement learning AI human memory knowledge graph
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November 9, 2022 Taewoon Kim

Bloom: A 176b-parameter open-access multilingual language model

Unlocking the power of open-source language models

This paper was a result of the Hugging Face BigScience research workshop that I participated in 2021. The paper can be found at . Abstract : Large language models (LLMs) have been...

Bloom: A 176b-parameter open-access multilingual language model
llm prompt gpt bloom
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February 2, 2022 Taewoon Kim

Promptsource: An integrated development environment and repository for natural language prompts

Revolutionizing NLP with a collaborative hub for crafting and sharing prompts

This paper was a result of the Hugging Face BigScience research workshop that I participated in 2021. The paper can be found at . Abstract : PromptSource is a system for creating,...

Promptsource: An integrated development environment and repository for natural language prompts
llm prompt gpt promptsource
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October 15, 2021 Taewoon Kim

Multitask prompted training enables zero-shot task generalization

Achieving superior zero-shot generalization through explicit multitask prompting

This paper was a result of the Hugging Face BigScience research workshop that I participated in 2021. The paper can be found at . Abstract : Large language models have recently bee...

Multitask prompted training enables zero-shot task generalization
llm prompt gpt
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August 26, 2021 Taewoon Kim

EmoBERTa: Speaker-aware emotion recognition in conversation with RoBERTa

Achieving state-of-the-rrt emotion recognition in conversations with a simple RoBERTa-based approach

This is a paper that I wrote together with . We were able to achieve SOTA back then by simply training a RoBERTa (a variant of BERT) with speaker tokens! Check out Abstract : We pr...

EmoBERTa: Speaker-aware emotion recognition in conversation with RoBERTa
llm bert roberta emotion
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