Pham Van Linh

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upvoted 5 articles 5 months ago

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Article

Efficient Deep Learning: A Comprehensive Overview of Optimization Techniques 👐 📚

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Aug 26, 2024

• 48

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Article

Fine-tune Llama 3.1 Ultra-Efficiently with Unsloth

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Jul 29, 2024

• 266

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Article

🤗 PEFT welcomes new merging methods

Feb 19, 2024

• 14

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Unleashing the Power of Unsloth and QLora:Redefining Language Model Fine-Tuning

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Jan 19, 2024

• 11

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Fine-tune Llama 2 with DPO

Aug 8, 2023

• 40

upvoted 5 articles 6 months ago

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Article

🤗 PEFT: Parameter-Efficient Fine-Tuning of Billion-Scale Models on Low-Resource Hardware

Feb 10, 2023

• 47

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RAG vs Fine-Tuning for LLMs: A Comprehensive Guide with Examples

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Aug 16, 2024

• 4

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Making LLMs lighter with AutoGPTQ and transformers

Aug 23, 2023

• 39

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Overview of natively supported quantization schemes in 🤗 Transformers

Sep 12, 2023

• 11

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Making LLMs even more accessible with bitsandbytes, 4-bit quantization and QLoRA

May 24, 2023

• 110

upvoted 4 papers 7 months ago

An Introduction to Vision-Language Modeling

Paper • 2405.17247 • Published May 27, 2024 • 87

Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Paper • 2406.06525 • Published Jun 10, 2024 • 67

TextGrad: Automatic "Differentiation" via Text

Paper • 2406.07496 • Published Jun 11, 2024 • 29

The Prompt Report: A Systematic Survey of Prompting Techniques

Paper • 2406.06608 • Published Jun 6, 2024 • 58

upvoted a paper 8 months ago

An Image is Worth 32 Tokens for Reconstruction and Generation

Paper • 2406.07550 • Published Jun 11, 2024 • 57