Universités américaines ; Neural networks AND Fine-tuning
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14 Documents
[2404.03592] ReFT: Representation Finetuning for Language Models
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2024-04-08 About
Sanjeev Arora sur X : "It's better to use just 5% of the instruction-tuning data (suitably selected) instead of the full dataset."
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2024-02-15 About
[2302.06600] Task-Specific Skill Localization in Fine-tuned Language Models
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2023-08-25 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
How to use Alpaca-LoRA to fine-tune a model like ChatGPT
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2023-05-26 About
Daniel Vila Suero sur Twitter : "Data quality is key for LLMs, but we're building Open Source LLMs with data of "unknown" quality... Introducing Alpaca GarbageCollector..."
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2023-04-05 About
Alpaca Finetuning of Llama on a 24G Consumer GPU
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2023-03-27 About
tloen/alpaca-lora: Instruct-tune LLaMA on consumer hardware
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2023-03-22 About
LLM Zoo at Home: LLaMA & Alpaca | bergis universe of software, hardware and ideas
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2023-03-20 About
Prompting, Instruction Finetuning, and RLHF (CS224N)
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2023-02-16 About
Talking to Models: Stanford U & Microsoft Method Enables Developers to Correct Model Bugs via Natural Language Patches | Synced
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2022-11-27 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
[2006.05987] Revisiting Few-sample BERT Fine-tuning
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2022-03-21 About