Pham Van Linh

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upvoted 9 articles 4 months ago

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Article

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

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Aug 26

• 44

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Article

Fine-tune Llama 3.1 Ultra-Efficiently with Unsloth

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Jul 29

• 257

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🤗 PEFT welcomes new merging methods

Feb 19

• 14

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Article

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

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Jan 19

• 10

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Article

Fine-tune Llama 2 with DPO

Aug 8, 2023

• 36

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Article

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

Feb 10, 2023

• 44

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

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Aug 16

• 4

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Making LLMs lighter with AutoGPTQ and transformers

Aug 23, 2023

• 37

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Overview of natively supported quantization schemes in 🤗 Transformers

Sep 12, 2023

• 11

upvoted an article 5 months ago

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Article

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

May 24, 2023

• 102

upvoted 5 papers 6 months ago

An Introduction to Vision-Language Modeling

Paper • 2405.17247 • Published May 27 • 87

Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Paper • 2406.06525 • Published Jun 10 • 65

TextGrad: Automatic "Differentiation" via Text

Paper • 2406.07496 • Published Jun 11 • 27

The Prompt Report: A Systematic Survey of Prompting Techniques

Paper • 2406.06608 • Published Jun 6 • 56

An Image is Worth 32 Tokens for Reconstruction and Generation

Paper • 2406.07550 • Published Jun 11 • 55