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LLM Research Papers: The 2024 List
A curated list of interesting LLM-related research papers from 2024, shared for those looking for something to read over the holidays.
Dec 8
•
Sebastian Raschka, PhD
225
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LLM Research Papers: The 2024 List
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November 2024
Understanding Multimodal LLMs
An introduction to the main techniques and latest models
Nov 3
•
Sebastian Raschka, PhD
317
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Understanding Multimodal LLMs
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43
September 2024
Building A GPT-Style LLM Classifier From Scratch
Finetuning a GPT Model for Spam Classification
Sep 21
•
Sebastian Raschka, PhD
163
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Building A GPT-Style LLM Classifier From Scratch
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12
August 2024
Building LLMs from the Ground Up: A 3-hour Coding Workshop
If your weekend plans include catching up on AI developments and understanding Large Language Models (LLMs), I've prepared a 1-hour presentation on the…
Aug 31
•
Sebastian Raschka, PhD
376
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Building LLMs from the Ground Up: A 3-hour Coding Workshop
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13
New LLM Pre-training and Post-training Paradigms
A Look at How Moderns LLMs Are Trained
Aug 17
•
Sebastian Raschka, PhD
299
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New LLM Pre-training and Post-training Paradigms
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28
July 2024
Instruction Pretraining LLMs
The Latest Research in Instruction Finetuning
Jul 20
•
Sebastian Raschka, PhD
174
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Instruction Pretraining LLMs
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17
June 2024
Developing an LLM: Building, Training, Finetuning
A Deep Dive into the Lifecycle of LLM Development
Jun 8
•
Sebastian Raschka, PhD
350
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Developing an LLM: Building, Training, Finetuning
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18
LLM Research Insights: Instruction Masking and New LoRA Finetuning Experiments
Discussing the Latest Model Releases and AI Research in May 2024
Jun 2
•
Sebastian Raschka, PhD
74
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LLM Research Insights: Instruction Masking and New LoRA Finetuning Experiments
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9
May 2024
How Good Are the Latest Open LLMs? And Is DPO Better Than PPO?
Discussing the Latest Model Releases and AI Research in April 2024
May 12
•
Sebastian Raschka, PhD
119
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How Good Are the Latest Open LLMs? And Is DPO Better Than PPO?
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4
April 2024
Using and Finetuning Pretrained Transformers
What are the different ways to use and finetune pretrained large language models (LLMs)? The most common ways to use and finetune pretrained LLMs…
Apr 20
•
Sebastian Raschka, PhD
120
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Using and Finetuning Pretrained Transformers
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13
March 2024
Tips for LLM Pretraining and Evaluating Reward Models
Discussing AI Research Papers in March 2024
Mar 31
•
Sebastian Raschka, PhD
133
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Tips for LLM Pretraining and Evaluating Reward Models
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16
Research Papers in February 2024: A LoRA Successor, Small Finetuned LLMs Vs Generalist LLMs, and Transparent LLM Research
Once again, this has been an exciting month in AI research. This month, I'm covering two new openly available LLMs, insights into small finetuned LLMs…
Mar 3
•
Sebastian Raschka, PhD
79
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Research Papers in February 2024: A LoRA Successor, Small Finetuned LLMs Vs Generalist LLMs, and Transparent LLM Research
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