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Instruction tuning
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14 Documents (Short List) 
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
[2310.01352] RA-DIT: Retrieval-Augmented Dual Instruction Tuning
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2023-10-07 About
[2305.12517] Retrieving Texts based on Abstract Descriptions
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2023-06-15 About
How to use Alpaca-LoRA to fine-tune a model like ChatGPT
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2023-05-26 About
Hyung Won Chung sur Twitter : "RLHF as an instance of using a learned objective function"
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2023-05-18 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
Shayne Longpre sur Twitter : "A 🧵 on @OpenAI LLM "Alignment" (e.g. #ChatGPT)..."
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2023-02-27 About
[2212.09741] One Embedder, Any Task: Instruction-Finetuned Text Embeddings
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2023-02-17 About
Prompting, Instruction Finetuning, and RLHF (CS224N)
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2023-02-16 About
The Flan Collection: Advancing open source methods for instruction tuning – Google AI Blog
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2023-02-02 About
Shayne Longpre sur Twitter : "What’s the best completely public competitor to #ChatGPT? Flan-T5 beats all public models we tested..."
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2023-02-01 About
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