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LM Fine-tuning
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19 Έγγραφα (Όλα τα έγγραφα) 
fast.ai - Can LLMs learn from a single example?
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2023-10-21 About
The End of Finetuning — with Jeremy Howard of Fast.ai
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2023-10-20 About
GitHub - h2oai/h2o-llmstudio: H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs.
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2023-10-19 About
[2302.06600] Task-Specific Skill Localization in Fine-tuned Language Models
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2023-08-25 About
Fine tuning is for form, not facts | Anyscale
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2023-08-18 About
Fine-Tuning Llama-2: A Comprehensive Case Study for Tailoring Models to Unique Applications | Anyscale
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2023-08-18 About
Easily Finetune Llama 2 for Your Text-to-SQL Applications | by Jerry Liu | Aug, 2023
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2023-08-18 About
Knowledge Graphs & LLMs: Fine-Tuning Vs. Retrieval-Augmented Generation | by Tomaz Bratanic | Neo4j Developer Blog (June 6 2023)
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2023-08-13 About
Sanjeev Arora sur Twitter : "new `skills' induced by LLM fine-tuning can be localized in tiny fraction of the model."
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2023-07-07 About
Sanjeev Arora sur Twitter : "Fine-tuning language models using just forward pass!...r
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2023-06-09 About
Sanjeev Arora sur Twitter : "A priori, fine-tuning a huge LM on a few datapoints could lead to catastrophic overfitting. So why doesn’t it? Our theory + experiments..."
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2022-10-14 About
[2209.00099] Efficient Methods for Natural Language Processing: A Survey
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2022-09-04 About
Recent Advances in Language Model Fine-tuning (Feb 2021)
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2022-09-02 About
[2010.07835] Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self-Training Approach
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2022-09-02 About
[1908.11860] Adapt or Get Left Behind: Domain Adaptation through BERT Language Model Finetuning for Aspect-Target Sentiment Classification
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2021-10-21 About
[2106.04647] Compacter: Efficient Low-Rank Hypercomplex Adapter Layers
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2021-09-29 About
How many data points is a prompt worth?
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2021-04-08 About
Recent Advances in Language Model Fine-tuning
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2021-02-24 About
[2004.10964] Don't Stop Pretraining: Adapt Language Models to Domains and Tasks
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2020-12-01 About
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